Using Genomics and Immunity to Infer

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EEID 2021 SPONSORS

The conference organizers gratefully acknowledge the generous support provided by the following sponsors:

INDEX

General Information p 4

Programme at a glance p 7

List of posters (by island) p 9

List of posters (by session) p 19

Keynote abstracts p 28

Poster abstracts (alphabetical) p 37

Full participant list p 306 4

Welcome

Thank you for registering to the EEID 2021 virtual meeting. The meeting will take place in a virtual environment. Below you will find all the essential information to participate in the conference

The virtual environment

Gather.town is a video-calling space that allows conference participants to interact between each other using an avatar that you'll create upon entering the environment. You will also be able to interact with objects (e.g. posters) in the environment.

In order to accommodate the 900 participants, we have created a virtual environment consisting of two different islands (each island can hold a maximum of 500 concomitant participants). The islands are called "FROMAGE" and "DESSERT" (since you could not be here, we decided to bring La France to you).

The two islands are very similar. They both have a conference centre which is where most of the science will take place. In the conference centre of each island, you will find:

- A conference room: this is where you will come to listen to the keynote speakers. There you will find a zoom link to the keynote talks. The conference rooms in both islands will provide the same zoom link so it does not matter in which island you are to listen to the talks. - The poster rooms. There are nine poster rooms each with its own scientific theme. Each island gives access to different poster rooms: o Poster rooms 1 – 4 are located in "FROMAGE island” o Poster rooms 5 – 9 are located in “DESSERT island” - The sponsors room. This is located in "FROMAGE island"

In addition to the conference centre, the islands have plenty of open space to interact socially with other participants. To interact with somebody under a palm tree or on the beach, you simply approach your avatar to his/hers and your cameras will automatically turn on to have a chat. There are also dedicated private spaces scattered across the island where you can chat or organise meetings with one or more participants. In particular, you can use the bungalows located on each side of the island for meetings with a small group of people.

Entering and moving between islands

Your link to enter the virtual environment has been sent to all participants by email.

Upon entering the virtual environment, you will be invited to create an avatar. Please use your real name (Name Surname) to facilitate social interactions. You can find the basics about how to create an avatar and move around here.

When you enter the virtual space, you will find yourself on the dock of either FROMAGE or DESSERT.

To move between the islands, you may use a "portal". On the dock of each island, you will find a boat. This is your portal to the other island!!! There is another portal inside the conference room. Note that the first time you enter the second island you will need to re-enter your name.

What can you and your avatar do? You can use emoticones (emotes), raise your hand, find or follow another avatar (the stalker option), ring another

avatar to call their attention, share your screen with somebody else, go into ghost mode (if you don't want to be seen) and even dance. A simplified user guide is provided on our website (www.eeidconference2021.org)

The virtual environment of the conference will be accessible continuously from Monday the 14th of at 2pm (CET) until Thursday 17th of June at 7:30pm (CET). Conference organizers will be present throughout the conference. If you need to contact us, send us a message through Gather.town or via email (co- [email protected])

Programme & Information for Poster presenters

The conference will start each day at 3pm (CET) with 2 keynote speeches. To attend the speeches, take your avatar to the conference room of FROMAGE or DESSERT. The conference rooms in both islands will provide the same zoom link). Once inside the conference room press "x" and you'll see the zoom link.

Each day, immediately after the keynote speeches (at around 5 pm CET), there will be a different poster session where 1/4 of the poster presenters will be by their poster so that they can interact with participants. Please see below the list of poster sessions. Posters will have been set up by the organisers in the appropriate poster room beforehand and will be organised alphabetically.

All posters and (where available) their teasers will be accessible throughout the conference in the virtual environment. The teasers will also be accessible from the website of the conference.

The prizes for the best teasers will be announced at the last day of the conference (Thursday 17 June).

Looking forward to meeting your avatar during this unusual EEID conference!

The EEID2021 Organising Committee Thierry Boulinier, Nathalie Charbonnel, Alison Duncan, Sylvain Gandon, Ana Rivero, Benjamin Roche, Philippe Roumagnac.

The EEID2021 Scientific Committee Jessie Abbate, Christophe Boëte, Hélène Broutin, Remi Choquet, Ramses Djidjoudemasse, Oliver Kaltz, Sébastien Lion, Catherine Moulia, Marie Hélène Oligastro, Franck Prugnolle, Charlotte Tollenaere, Giaccomo Zilio.

PROGRAMME AT A GLANCE (ALL TIMES ARE C.E.T.) 8

Monday 14th June *** All times are CET (Paris time) *** 3:00 pm – 3:15 pm Welcome The crazy life of microbes 3:15 pm – 4:00 pm KEYNOTE: Stéphane Blanc How can multipartite viruses be functional and spread? 4:00 pm – 4:45 pm KEYNOTE: Kimberley Seed Fighting with phages: how epidemic Vibrio cholerae defends against viral attack

5:00 pm – 7:00 pm Poster session

5:00 pm – 6:00 pm 'PCI EvolBiol, PCI Ecology and PCI Infections: free alternatives to evaluate, validate (and publish?) articles in ecology and Evolution of Infectious Diseases’. Join PCI founders Drs Thomas Guillemaud and Denis Bourguet at PCI virtual space in the sponsor room

Tuesday 15th June Diversity of host resistance to pathogens 3:00 pm – 3:45 pm KEYNOTE: Jean-Benoit Morel Eternal Rice: a case study of sustainable management of plant resistance 3:45 pm – 4:30 pm KEYNOTE: Anne Chevallereau The Benefits of Diversity-generating Bacterial ‘CRISPR-Cas’ Immune Systems are mitigated by Bacteriophage-encoded ‘anti-CRISPR’

5:00 pm – 7:00 pm Poster session

5:00 pm – 6:00 pm Increasing your publishing success. Royal Society Editors: Helen Eaton, Jess Metcalf & Katrina Lythgoe. To register visit: https://www.eventbrite.co.uk/e/increasing-your-publishing- success-eeid-registration-155931135223

Wednesday 16th June Using genomics and immunity to infer pathogen dynamics 3:00 pm – 3:45 pm KEYNOTE: Katrina Lythgoe Levels of selection in chronic and acute viruses: From HIV to SARS-CoV-2 3:45 pm – 4:30 pm KEYNOTE: Henrik Salje Using pathogen genomes to identify the role of human behaviours in disease spread

5:00 pm – 7:00 pm Poster session

Thursday 17th June Disease control: epidemiological, ecological and evolutionary consequences 3:00 pm – 3:45 pm KEYNOTE: Jessica Metcalf Questioning control: evaluating options, estimating impacts, and considering the longer term 3:45 pm – 4:30 pm KEYNOTE: Scott Nuismer Transmissible vaccines : epidemiological and evolutionary perspectives 4:30 pm – 5:00 pm Teaser prizes and final remarks

5:00 pm – 7:00 pm Poster session 9

LIST OF POSTERS (BY ISLAND)

� Fromage Island �

Poster rooms 1. evolution of hosts and pathogens 2. Ecology and evolution of human diseases 3. ecology and epidemiology of animal and plant diseases 4. epidemiology of zoonoses and disease emergence Poster room 1 Evolution of hosts and pathogens PRESENTATION NAME POSTER TITLE fE DAY Heterogeneity in viral infections increases the rate of deleterious Allman, Brent Monday 14/6 mutation accumulation Bringing more realistic ecology into modelling how spatial structuring Bartlett, Lewis Monday 14/6 constrains virulence evolution. You can have your cake and eat it, too: adaptation to a novel Bono, Lisa host does not cause strong selection when returned to the original Monday 14/6 host Opqua: an epidemiological modeling framework for pathogen Cárdenas, Pablo Monday 14/6 population genetics and evolution Epidemiological and evolutionary consequences of CRISPR-Cas Chabas, Hélène Monday 14/6 reactivity Transmission mode determines contact structure and drives Collier, Melissa Monday 14/6 pathogen characteristics Host specificity and frequency dependent selection as drivers of Combs, Matthew Monday 14/6 strain diversity for the pathogenic microbe, Borrelia burgdorferi Constitutive Immune Expression Disproportionately Affects Mortality Critchlow, Justin Monday 14/6 Rates During Acute Infection Optimal immune specificity at the intersection of host life history and Downie, Alexander Monday 14/6 parasite epidemiology The source of individual heterogeneity shapes infectious disease Elie, Baptiste Monday 14/6 outbreaks

Impact of structural variation turnover in the rapid in vitro evolution Fuandila, Nurul Tuesday 15/6 of Cyprinid herpesvirus 3, a large double-stranded DNA virus Coevolution and competition drive the diversification of CRISPR Guillemet, Martin Tuesday 15/6 immunity Host thermal limits in the face of infectious disease: how important Hector, Tobias Tuesday 15/6 are pathogens? Virulence evolution of infectious hematopoietic necrosis virus post- Loeher, Malina Tuesday 15/6 host jump Comparative Genomics of Bee-Loving Fungi Provides Clues to The Maccaro, Jessica Tuesday 15/6 Evolution of Entomopathogenicity in Ascosphaera spp. Host phenology can select for multiple stable parasite virulence MacDonald, Hannelore Tuesday 15/6 strategies

Martin, Reese Immune signaling network evolution under selection by parasites Tuesday 15/6

Specific genetic background is required for acquisition of virulence Martínez-Gómez, Daniel Tuesday 15/6 genes in Escherichia coli. No pre-zygotic isolation mechanisms between Schistosoma Mathieu-Begne, Eglantine haematobium and Schistosoma bovis parasites: from mating Tuesday 15/6 interactions to differential gene expression Multifaceted adaptive landscape of toxigenic Vibrio cholerae Mavian, Carla during epidemic waves in the Democratic Republic of Congo Wednesday 16/6 associated with a novel and unique ICP1 Bacteriophage. Coincidental selection for interference competition contributes to Pandey, Aakash virulence of Stenotrophomonas maltophilia in Caenorhabditis Wednesday 16/6 elegans Consequences of frequency-dependent selection for estimating Peters, Madeline Wednesday 16/6 selection strength on a disease resistance allele Out of Asia? Vector switches leading to the expansion of Eurasian Rollins, Robert E. Wednesday 16/6 Lyme borreliosis bacteria Scientific teaching methods and EEID topics for evolution outreach Rorick, Molly Wednesday 16/6 in schools. 11

An evolution-based high-fidelity method of epistasis measurement: Rouzine, Igor Wednesday 16/6 theory and application to influenza Modeling Female Guppy Choosiness and Its Effect on Parasite Rovenolt, Faith Wednesday 16/6 Prevalence Experimental evolution of Batrachochytrium dendrobatidis, a lethal Sheets, Ciara Wednesday 16/6 pathogen of amphibians, in climate change conditions

Silva, Luis Evolution of host resistance and tolerance to a bacterial infection Wednesday 16/6 Selection of two sub-populations Biomphalaria glabrata for their Simphor, Elodie Thursday 17/6 resistance and susceptibility to Schistosoma Mansoni Phylogenetic signal and correlation in host susceptibility to different Souza Beraldo, Camila Thursday 17/6 viruses Investigating how host microbiota affects the evolution of pathogen Stevens, Emily Thursday 17/6 virulence.

Tau, Rocío Lucía Evidence of new recombinations among equid herpesvirus Thursday 17/6 Genetic variation for plant immunosuppression by herbivorous Teodoro-Paulo, Jéssica Thursday 17/6 spider-mites Walsh, Sarah A bacteria-phage system for the investigation of virus host shifts Thursday 17/6 Social hosts have deadlier parasites: parasite virulence among wild Walsman, Jason guppy populations is predicted by predation-driven host social Thursday 17/6 behaviour. Experimental evolution reveals the genetic architecture of sexual Wyer, Claudia Thursday 17/6 selection in the Yellow Fever mosquito Aedes aegypti

Poster room 2 Ecology and evolution of human diseases PRESENTATION NAME POSTER TITLE DAY Elucidating the Spatiotemporal Dynamics of Streptococcus Belman, Sophie Monday 14/6 pneumoniae in South Africa Episome partitioning and symmetric cell divisions: quantifying the Beneteau, Thomas Monday 14/6 role of random events in the persistence of HPV infections Bio-monitoring and characterization of culicidogenic deposits of the Benserida, Yassine Monday 14/6 Algerian west coast The seasonality of three childhood infections in a pre-school term Briga, Michael Monday 14/6 society Brownwright, Tenley Varying Age-Space Dynamics of 3 Pathogens in Nigeria Monday 14/6

Childs, Marissa Monday 14/6 Small-scale gold mining increases malaria risk in the Brazilian Amazon Quantifying the contribution of low-density and asymptomatic Corder, Rodrigo Wednesday 16/6 infections to Plasmodium vivax transmission in the Amazon Dec Peevey, Dominika Estimating Epidemic Size Using Predictive Models Monday 14/6 Ecological levers of Visceral Leishmaniasis: Synthesis of current data Glidden, Caroline Monday 14/6 and forward prediction of risk Elucidating Mechanisms of Mumps resurgence using transmission Gokhale, Deven Tuesday 15/6 models

Grunau, Christophe Epigenetic engineering of Schistosoma vector snails Tuesday 15/6 Longitudinal qPCR-based pertussis surveillance reveals widespread Gunning, Christian Tuesday 15/6 asymptomatic infection User-friendly software to learn infectious disease modeling on the Handel, Andreas Tuesday 15/6 population and individual host levels Predicting successful strains for the seasonal influenza vaccine using Hayati, Mariam topological properties of the influenza tree and machine learning Tuesday 15/6 tools Implementation of HSP70-sequencing for species identification Hoyos, Juliana within the Leishmania (Viannia) guyanensis complex, using field Tuesday 15/6 samples from endemic areas of Colombia. Jia, Raina Characterising the intrahost haplotype diversity of dengue virus Tuesday 15/6

King, Aaron Unified Approach to Phylodynamic Inference Wednesday 16/6

MacPherson, Ailene Unifying Birth-Death Phylodynamic Models Wednesday 16/6

Mainou, Ellie Investigating model alternatives for acute HIV infection Wednesday 16/6 Virulence-mediated infectiousness and activity trade-offs and their McKay, Alexa Wednesday 16/6 impact on transmission potential of influenza patients Fundamental identifiability limits of phylodynamic birth-death McLaughlin, Angela Wednesday 16/6 models 12

Impacts of Mass Nutritional Supplementation on Dynamics of Noori, Navideh Wednesday 16/6 Measles: A Simulation Study Resource competition alters the population size structure of Shaw, Kelsey Biomphalaria glabrata: Implications for control of human Thursday 17/6 schistosomiasis Integrating physiological competence and ecology to determine Skinner, Eloise Thursday 17/6 host and vector importance for vector-borne pathogens Tessandier, Nicolas Immune response of non-persistent HPV infections Thursday 17/6 Comparison of methods for the identification of plasmids in the Uysal, Ilkay Basak Thursday 17/6 Human Vaginal Microbiome Shifts in the epidemic season of human respiratory syncytial virus Wagatsuma, Keita associated with inbound overseas travelers and meteorological Thursday 17/6 conditions in Japan The role of antigenic and genetic diversity in driving the transmission Wang, Lin Thursday 17/6 and disease risk of dengue virus (DENV) Are common misperceptions of EEID based on biases of where EEID Washburn, Tyler Thursday 17/6 studies are published? Assessing the effects of measles infection on childhood infectious Xia, Siyang Thursday 17/6 disease mortality in Brazil and early US

Poster room 3 Ecology and epidemiology of animal and plant diseases PRESENTATION NAME POSTER TITLE DAY Age-related changes in social behaviour shape disease dynamics Albery, Greg Monday 14/6 in a wild ungulate Transmission dynamics of low pathogenicity avian influenza (H2N2) Chung, Hyunjung Monday 14/6 viruses in live bird markets in Northeast USA, 2013-2019 One has all or all have one: Sex specific differences in aggregation Clark, David Monday 14/6 within a guppy host parasitic worm system Climate change and global trade will challenge genetic resistance Fartash, Amir Hossein Monday 14/6 to Verticillium wilt in the legume plant Medicago truncatula Transmission of one predicts another: Apathogenic proxies for Gilbertson, Marie Monday 14/6 transmission dynamics of a fatal virus Uncertainty and realism in a national cattle foot-and-mouth Gilbertson, Kendra Monday 14/6 disease model Estimating torpor bout duration of free-ranging big brown bats Golas, Benjamin Monday 14/6 (Eptesicus fuscus) Inferring the transmission dynamics of highly pathogenic avian Guinat, Claire Monday 14/6 influenza H5N8 virus from genetic data Functional characterization of host immunity through vaccination Kaganer, Alyssa Tuesday 15/6 and infection in fungal disease Ketz, Alison Long term dynamics of chronic wasting disease Tuesday 15/6

Kutzer, Megan Bouncing back: recovery dynamics in ant colonies following infection Tuesday 15/6 Infectivity and reconstitution of faba bean necrotic yellows virus Lal, Aamir Tuesday 15/6 cloned genome components in Vigna unguiculata. Longitudinal surveillance of common viral and bacterial agents in Le Gall-Ladevèze, Chloé Tuesday 15/6 commensal wild birds around a French duck farm Ecology of West Caucasian Bat Lyssavirus (WCBV) in a group of Leopardi, Stephania Schreibers' bent-winged bats (Miniopterus schreibersii) from Italy and Tuesday 15/6 its spillover to a domestic cat Host immune responses to enzootic and invasive pathogen lineages McDonald, Coby Tuesday 15/6 vary in magnitude, timing, and efficacy Freshwater snails and the green algae Cladophora are probably McMahon, Taegan Tuesday 15/6 not hosts of Batrachochytrium dendrobatidis Mechanical vectors amplify or dilute disease transmission Ng, Wee Hao Wednesday 16/6 depending on the host dose-response relationship An indirect ELISA validated as diagnostic and vaccines quality Odeon, María Mercedes Wednesday 16/6 control tool for Bovine Parainfluenza Virus Type 3 (BPIV3) Innate immune memory process in Biomphalaria glabrata snails: a comparative multi-omic approach to decipher the function and Pichon, Rémi Wednesday 16/6 role-played by the hemocyte immune cells against S.mansoni infections. Leptospira in California sea lions (Zalophus californianus): climate- Prager, Katherine associated fadeout and re-emergence of an endemic pathogen in Wednesday 16/6 a wildlife host Investigating the presence of picornavirus, herpesvirus and Rasoanarivo, Liantsoa Wednesday 16/6 Mycoplasma spp. in endangered tortoises of Madagascar Exploring the role of thoracic injury in infection response and Ravikumar, Radhika Wednesday 16/6 outcomes in Drosophila melanogaster 13

Resetarits, Emlyn The behavioral effects of trematode infection on snail hosts Wednesday 16/6 Evaluating the risk landscape for Toxoplasma gondii exposure to Robinson, Stacie Wednesday 16/6 Hawaiian monk seals Romera, Sonia Alejandra Role of water buffalo in the epidemiology of bovine herpesviruses Thursday 17/6

Drivers of bTB Detection in the Context of Imperfect Diagnostics on Simony, Brandon Thursday 17/6 Cattle Farms in the United States Community composition, abundance, and environmental Suh, Daniel conditions may synergistically enhance transmission of a ranavirus in Thursday 17/6 larval amphibian communities Tadiri, Christina Resistance, Tolerance and Host Competence Thursday 17/6

Talbott, Katie Plasmodium parasitism is reflected in songbird preen oil odor Thursday 17/6 Seasonal changes in transmission of and recovery from Hyalophysa Tomamichel, Megan Thursday 17/6 lynni infection in commercial shrimp Differential response to anthropogenic disturbance by cave- Vicente-Santos, Amanda Thursday 17/6 dwelling bats: an eco-immunological approach

Poster room 4 Epidemiology of zoonoses and disease emergence PRESENTATION NAME POSTER TITLE DAY Circulation of Babesia Species and Their Exposure to Humans Azagi, Tal Monday 14/6 through Ixodes Ricinus Echinococcus multilocularis infections in client-owned dogs may Barcenas Barreto, Karla Monday 14/6 help disclose their role in human infections in Alberta, Canada Evolution of a protein family involved in immune resistance in the Becker, Noémie Monday 14/6 Eurasian Lyme Disease agent Borrelia bavariensis SNP-SchistoLAMP : Rapid identification method to differentiate Blin, Manon between Schistosoma species based on a single nucleotide Monday 14/6 polymorphism using LOOP-mediated isothermal amplification Rift Valley fever virus hosts are not equal - Modelling infectiousness at Cecilia, Hélène Tuesday 15/6 the individual level Linking zoonotic disease prevalence to human and livestock Dubrulle, Jeremy exposure risk across a gradient of anthropogenic land use in Tuesday 15/6 Madagascar How microclimatic variables and blood meal sources influence Erazo, Diana Rhodnius prolixus abundance and Trypanosoma cruzi infection in Monday 14/6 Attalea butyracea and Elaeis guineensis palms? Influences of environmental variation on ecological cascades Faust, Christina Tuesday 15/6 impacting Hendra virus spillover Assessing multi-scale drivers of tick-borne disease spillover into urban Gregory, Nichar Tuesday 15/6 residential yards Cattle are currently dead end hosts in peste des petits ruminants Herzog, Catherine Tuesday 15/6 transmission: modeling and experimental study Risk factors for Crimean-Congo haemorrhagic fever virus exposure in Hughes, Ellen Tuesday 15/6 livestock in northern Tanzania Seasonal Rhythms in West Nile Virus Competence for a Widespread Koller, Kyle Wednesday 16/6 Host Characterization of Salmonella strains isolated from wild carnivores in Mendez, Estela Wednesday 16/6 Janos Biosphere Reserve, Mexico. Genotyping Microsporum canis from domestic felines across the Moskaluk, Alexandra Wednesday 16/6 United States Under the radar: smouldering pathogen transmission in wildlife Salkeld, Dan Wednesday 16/6 pathogen reservoirs A strategy to assess spillover risk of bat SARS-related coronaviruses in Sanchez, Cecilia Wednesday 16/6 Southeast Asia Setting the Terms for Zoonotic Diseases: Effective Communication For Shapiro, Julie Theresa Thursday 17/6 Research, Conservation, and Public Policy A novel concept for bat sampling to detect active viral infections Tóth, Gábor Thursday 17/6 and elucidate reservoir roles An 18-Year Retrospective Analysis of West Nile Virus Infection in Culex Uelmen,Johnny Thursday 17/6 Mosquitoes of the Midwestern United States Steps and the City: White-tailed deer resource selection increases VanAcker, Meredith Thursday 17/6 zoonotic hazard in urban residential areas

Vaz, Joy Parasite and host traits predict the zoonotic risk of protozoa Thursday 17/6 14

� Dessert Island �

Poster rooms 5. natural history of pathogens 6. response to treatments and control measures 7. the un-ending story of SARS-COV2 8. spatial and ecological determinants of disease 9. infectious disease within communities Poster room 5 natural history of pathogens

PRESENTATION NAME POSTER TITLE DAY A newly-discovered didymozoid trematode infecting the gill of its first Buck, Julia Monday 14/6 intermediate host, the bay scallop Rabies MAD DOG (Method for Assignment, Definition and Designation Campbell, Kathryn Monday 14/6 Of Global lineages)

Caraballo, Diego Phylogenetic study of a Rabies terrestrial variant in South America Monday 14/6 Fitness of parasitic gut nematode, Heligmosomoides polygyrus, in male Delnicka, Agatha Monday 14/6 and female wood mice Farrell, Maxwell Building a comparative database of sites of infection via text mining Monday 14/6

Faw, Lindsey Is LACV lineage III a potential public health risk? Monday 14/6 Transcriptomic response of Hawai’i’s Culex mosquitoes to the local Ferreira, Francisco Monday 14/6 avian Plasmodium relictum Wolbachia endosymbionts of fleas occur in all females but rarely in Flatau, Ron males and do not show evidence of obligatory relationships, fitness Tuesday 15/6 effects, or sex-distorting manipulations Epi(genetic) determinants of resistance in the Pacific oyster Gawra, Janan Tuesday 15/6 Crassostrea gigas: A case study in natural population Longitudinal deep sequencing of vampire bat betaherpesvirus Griffiths, Megan Tuesday 15/6 reveals a promising candidate vector for transmissible rabies vaccines Between virus correlations in the outcome of infection across host Imrie, Ryan Tuesday 15/6 species: evidence of virus genotype by host species interactions Last-come, best served? Mosquito biting order and Plasmodium Isaïa, Julie Tuesday 15/6 transmission Sex-biased infections and mortality in a multi-host fungal pathogen of Kailing, Macy Tuesday 15/6 bats Resurrection of a study system: Social spiders as a tool in behavioral Keiser, Nick Tuesday 15/6 disease ecology Is the cercarial emission rhythm of the parasite Schistosoma mansoni Lasica, Chrystelle Wednesday 16/6 circadian ? Lavington, Erik Quantifying protein diversity in rapidly evolving genomes Wednesday 16/6 Whole-genome analysis of one natural interspecific recombinant Maidana, Silvina Soledad Wednesday 16/6 strain between bovine alphaherpesviruses 1 and 5 Use of an introduced host plant enhances resistance against Muchoney, Nadya Wednesday 16/6 densovirus infection in a native insect herbivore Complete genome sequence of a novel marafivirus infecting pearl Palanga, Essowe Wednesday 16/6 millet in Burkina Faso Trypanosomatid Infections and their Effects on Drosophila lummei fruit Puolakka, Katariina Wednesday 16/6 fly Eptesicus fuscus with chronic Pseudogymnoascus destructans Simonis, Molly exposure weigh less in northern latitudes compared to southern Wednesday 16/6 latitudes Rodent population assemblages in West Africa and their potential Simons, David Thursday 17/6 zoonotic pathogens: A scoping review

Sippy, Rachel Diversity of Dengue Lineages in Bangkok, Thailand, 1973—2014 Thursday 17/6 Contemporary and historical selection in Tasmanian devils Stahlke, Amanda (Sarcophilus harrisii) support novel, polygenic response to transmissible Thursday 17/6 cancer Parasites of the past: Ninety years of change in the abundance of Welicky, Rachel Thursday 17/6 parasites infecting English sole (Parophrys vetulus) of Puget Sound, USA

Williams, Richard AJ Molecular identification of papillomavirus in Swedish birds Thursday 17/6 15

Drivers of copy number variation in adaptive immune receptor V gene Yiu, Hao Thursday 17/6 families of the great apes Poster room 6 response to treatments and conrol meassures

PRESENTATION NAME POSTER TITLE DAY MCR bearing Salmonella enterica phylogeny and the evolution of Andreani, Maria Luiza Monday 14/6 antibiotic resistance Reproducibility of antibiotic resistance evolution of Enterococcus Barbosa, Camilo Monday 14/6 faecium in vivo and in vitro Exceptions to the rule: Why does resistance evolution not undermine Bhattacharya, Amrita Monday 14/6 antibiotic therapy in all bacterial infections? Exploring the effect of host factors on the relationship between pre- Billings, Zane Monday 14/6 existing immunity and influenza vaccine response Deltamethrin resistance in Chagas disease vectors colonizing oil palm Calderón, Johan plantations: implications for vector control strategies in a public health- Monday 14/6 agriculture interface Antiviral effect of natural plant extracts against alphahepesvirus Ferreccio, Carola Monday 14/6 infections AMPing up defenses: investigating the innate immune system of the Gass, Jordan Monday 14/6 Panamanian golden frog A comparison of high-dose and regular-dose seasonal influenza Ge, Jordan Monday 14/6 vaccines toward eliciting homologous and heterologous immunity Mixed synthetic communities "bacteria - fungi" for seed protection Guschinskaya, Nathalia Tuesday 15/6 against the pathogenic fungus Alternaria brassicicola An antigenic diversification threshold for falciparum malaria He, Qixin Tuesday 15/6 transmission at high endemicity Accounting for heterogeneity in wild adult samples to measure Holmdahl, Inga Tuesday 15/6 insecticide resistance in Anopheles malaria vectors Synergistic interventions to control COVID-19: mass testing and Howerton, Emily Tuesday 15/6 isolation mitigates reliance on distancing Using models as a predictor of insecticide resistance evolution and Jensen, Brook vector borne disease transmission likelihood of various insecticide Tuesday 15/6 resistance management strategies Lushasi, Kennedy Tracking the elimination of rabies from Pemba Island, Tanzania Tuesday 15/6 Engineered resistance in Anopheles stephensi to antimalarial effectors- Malik, Mansi Tuesday 15/6 Effect on Plasmodium development and evolution. Preventing antimicrobial resistance evolution by inactivating Morley, Valerie Tuesday 15/6 daptomycin in the gut Time it right - Daily rhythms of both host and parasite affect Owolabi, Aliz Wednesday 16/6 antimalarial drug efficacy Understanding the compensatory mechanisms in resistant Anopheles Perrier, Stéphane gambiae AcerKis and KdrKis neurons is essential to adapt insecticide- Wednesday 16/6 based mosquito control Here vs. there: An exploration of vector-borne disease related Peterson, Jennifer knowledge and behavior in the context of local vs. national Wednesday 16/6 endemicity What drives the spread of antibiotic resistance? The distribution of Pradier, Léa genes encoding aminoglycoside-modifying enzymes across the Wednesday 16/6 phylogeny of Eubacteria Estimating the impact of the Wolbachia release program on dengue Ribeiro dos Santos, Gabriel Wednesday 16/6 and chikungunya incidence in Rio de Janeiro, Brazil Antibiotic treatment impacts gut microbiota plasticity in a wild Sabey, Kate Wednesday 16/6 mammal Singer, Benjamin Is spatial targeting of vaccine allocation based on risk effective? Wednesday 16/6 Rapid reversion of high level daptomycin resistance slows the spread Tracy, Kevin Thursday 17/6 of antibiotic resistance in a non-selective environment Understanding the potential drivers of individual-level variation in the Vera Cruz, Diana Thursday 17/6 antibody response after vaccination Treatment duration influences the evolutionary dynamics of vom Steeg, Landon Thursday 17/6 daptomycin resistance in off-target colonizing VRE populations Epidemiological and evolutionary consequences of periodicity in Walter, Alicia Thursday 17/6 treatment coverage Applying Chain Graph Models for Identifying Risk Factors for Wang, Christine Antimicrobial Resistance among Campylobacter coli from Swine Thursday 17/6 Populations The role of gulls as reservoirs of antibiotic resistance in aquatic Zeballos Gross, Danae Thursday 17/6 environments: a scoping review 16

Poster room 7 the un-ending story of sars-cov2

PRESENTATION NAME POSTER TITLE DAY Arnold, Callum Data4Action: SARS-CoV-2 Seroprevalence in a University Community Monday 14/6

Baker, Rachel The climate drivers of COVID19 Monday 14/6

Bakker, Julian Creating early warning systems using wastewater-based epidemiology Monday 14/6 SARS-CoV-2 evolution in animals suggests mechanisms for rapid Bashor, Laura Monday 14/6 variant selection Blanquart, François Estimating superspreading from genomic data Monday 14/6

Borchering, Rebecca COVID-19 Scenario Modeling Hub Monday 14/6 Understanding the spatial spread of SARS-CoV-2 in Washington state, Brett, Tobias Monday 14/6 US Predicting the animal hosts of coronaviruses from genomic data Brierley, Liam Monday 14/6 through machine learning The tradeoff between model complexity and data quantity in Dallas, Tad Tuesday 15/6 estimating epidemiological parameters The stochastic dynamics of early epidemics:probability of Débarre, Florence Tuesday 15/6 establishment, initial growth rate,and outbreak size at first detection Du, Zhanwei Pandemic fatigue impedes mitigation of COVID-19 in Hong Kong Tuesday 15/6 The effects of vaccination and non-pharmaceutical interventions on Elderd, Bret Tuesday 15/6 COVID-19 transmission and disease burden Ferguson, Elaine Modelling to inform the COVID-19 response in Bangladesh Tuesday 15/6 Estimating R₀from Early Exponential Growth: Parallels between 1918 Foster, Grant Tuesday 15/6 Influenza and 2020 SARS-CoV-2 Pandemics Modelling the relationship between pathogen dose and Gamble, Amandine Tuesday 15/6 symptomatology: illustration with SARS-CoV-2 in humanized mice An Inductive Reasoning Agent-Based Model of Social Distancing Hanley, John Tuesday 15/6 Behavior, Risk Perceptions, and COVID-19 Transmission Polarization and Segregation: Diverging Awareness and Attitude in a Harris, Mallory Wednesday 16/6 Coupled-Contagion Model of Disease and Behavior Viral loads observed under competing strain dynamics: disentangling Hay, James Wednesday 16/6 virology from epidemiology Herrera-Saldívar, María Fernanda Genomic epidemiology of SARS-CoV-2 in Nuevo Leon Wednesday 16/6

Modeling the use of SARS-CoV-2 vaccination to safely relax non- Kraay, Alicia Wednesday 16/6 pharmaceutical interventions in the context of ongoing viral evolution Global vaccination against SARS-CoV-2. Where and how: the impact López, Leonardo Wednesday 16/6 of new stains. Contact surveys reveal heterogeneities in age-group contributions to Mahmud, Ayesha Wednesday 16/6 SARS-CoV-2 dynamics in the United States The interplay between vaccination and social distancing strategies Pilosof, Shai Wednesday 16/6 affects COVID19 population-level outcomes Predicting the spatial patterns of COVID-19 in Madagascar: the utility Ramiadantsoa, Tanjona Wednesday 16/6 of existing data sources on human mobility in LMIC-A Evaluating vaccine allocation studies in LMIC settings: prioritizing Rasambainarivo, Fidisoa Thursday 17/6 COVID-19 vaccination efforts in Madagascar Why so few and so many? Notes on drivers of endemic pathogen Rice, Benjamin Thursday 17/6 diversity using coronaviruses as an example Estimating the true trajectory of SARS-CoV-2 in New Jersey using Sheen, Justin Thursday 17/6 serology and pcr data. Estimating the cumulative incidence of SARS-CoV-2 infection and the Shioda, Kayoko Thursday 17/6 infection fatality ratio in light of waning antibodies Local interventions: Once you start to intervene, the details start to Suárez-Salazar, David Thursday 17/6 matter even more. Escherichia coli strain and antimicrobial resistance exchange Swarthout, Jenna between humans and animals via environmental pathways in Thursday 17/6 Kenyan urban informal settlements Modeling the impact of schools reopening and the effects of possible Torres, Samuel Thursday 17/6 interventions at Bogotá, Colombia Walter, Katharine Within-host SARS-CoV-2 diversity in longitudinally sampled patients Thursday 17/6 17

Poster room 8 spatial and ecological determinants of infectious disease PRESENTATION NAME POSTER TITLE DAY Connections between winter diet resources and Black Flying Fox roost Baranowski, Kelsee Monday 14/6 occupancy near Brisbane, Australia Combining viral genetic and animal mobility network data to unravel Bataille, Arnaud Monday 14/6 peste des petits ruminants transmission dynamics in West Africa Metapopulation dynamics of Cholera surrounding Lake Tanganyika Blake, Alexandre Monday 14/6 in Democratic Republic of Congo Modelling meteorological indicator’s effects on mosquito-borne Bowman, Katherine Monday 14/6 disease prevalence Predicting the effects of aquatic resource pulses on disease: Bradley, Lynda Monday 14/6 connecting snail host physiology to schistosomiasis infection risk Nipah Virus Diversity Across Different Spatial Scales in South and Cortés Azuero, Oscar Monday 14/6 Southeast Asia Individual differences in mite behavior and the potential to vector Durkin, Emily Monday 14/6 bacteria between hosts Aedes aegypti outcompetes Anopheles stephensi across a range of Evans, Michelle Monday 14/6 larval temperatures Are reductions in schistosomiasis transmission a silver lining of Faiad, Sara Monday 14/6 Madagascar’s invasion by marbled crayfish (Procambarus virginalis)? Urbanization is associated with earlier, larger epidemics of a fungal Fox, Quinn Monday 14/6 plant pathogen What drives the variation in abundance of the two principle flea Henshall, Lucy Tuesday 15/6 vectors of Plague in Madagascar? Herrera, José Network structure and disease risk for an endemic infectious disease Tuesday 15/6 Where the wild mice are: how space-use and contact network Hillman, Sam Tuesday 15/6 structure affects parasite transmission in wild wood mice Vector diversity and malaria prevalence: global trends and local Hoi, Amber Gigi Tuesday 15/6 determinants Disease or drought: environmental fluctuations release zebra from Huang, Yen-Hua Tuesday 15/6 anthrax transmission hotspots Ivers, Nicholas Landscape drivers of host genetic diversity and parasite susceptibility Tuesday 15/6 Climate drivers of dengue incidence in Colombia at multiple Kache, Pallavi Tuesday 15/6 timescales From specialist to generalist: a community ecology approach to Katz, Tatum understanding the disease dynamics of the amphibian-killing Tuesday 15/6 pathogen Batrachochytrium dendrobatidis Friends, neighbors, and shared spaces: Comparing “transmission Kauffman, Kayla potential networks” for environmental and close-contact transmission Tuesday 15/6 modes in rural Madagascar Understanding whooping cough maintenance and spread across Lefrancq, Noémie Tuesday 15/6 spatial scales using genetic data A space-time model for inferring a susceptibilty map for an infectious Li, Xiaoxiao Tuesday 15/6 disease based on outbreak data McCoy, Karen Small scale dispersal of soft ticks and patterns of pathogen circulation Wednesday 16/6 Using machine learning to relate contact network structure to the Michalska-Smith, Matthew Wednesday 16/6 spread of disease Aquaculture mediates global transmission of a viral pathogen to wild Mordecai, Guideon Wednesday 16/6 salmon’ In sickness and in health: female mate selection determines offspring Murdock, Courtney Wednesday 16/6 immune performance in the key mosquito vector Aedes aegypti Consequences of experimentally elevated corticosterone on avian Names, Gabrielle Wednesday 16/6 malaria in captive Hawaiian passerines Phylogeographic dynamics of the arthropod vector, the black- O'Keeffe, Kayleigh Wednesday 16/6 legged tick Palavecino, Cintia Carolina Parasitic infection and health status in the field mouse Akodon azarae Wednesday 16/6 Phylogeography shows that the environmental drivers of vector-borne Pascall, David Wednesday 16/6 virus outbreaks can be scale-dependent Malaria vector exposure in Cambodia: the importance of Pepey, Anaïs Wednesday 16/6 deforestation and biotopes The Effects of Habitat Type and Pathogen Infection on Tick Host Richardson, Elise Wednesday 16/6 Seeking Behavior Viral susceptibility across host species is largely independent of dietary Roberts, Katherine Thursday 17/6 protein to carbohydrate ratios Rojas-Sereno, Zulma Drivers of bovine rabies outbreaks spatial distribution at regional scale Thursday 17/6 Host availability affects parasite transmission at the front of Sanchez, Charlène Thursday 17/6 experimental epidemic waves Saubin, Méline Impact of ploidy and pathogen life cycle on resistance durability Thursday 17/6 18

A mechanistic, stigmergy model of territory formation in solitary White, Lauren animals: Territorial behavior can dampen disease prevalence but Thursday 17/6 increase persistence Detection of spatio-temporal heterogeneity of dengue incidence in Wijayanandana, Nayantara Colombo city, Sri Lanka : an assessment of urban risk factors and Thursday 17/6 drivers using point process spatial modelling Urbanization, food provisioning, and transmission-relevant behaviors in Wilson, Cali Thursday 17/6 Florida white ibis Spatially-explicit reproduction number of chronic wasting disease in Xu, Jingjing Thursday 17/6 deer populations Transmission Dynamics Of Highly Pathogenic Avian Influenza Among Yaffi, Dylan Multiple Waterfowl Species And Poultry: The Impact Of Migration Thursday 17/6 Timing

Poster room 9 infectious disease within communities

PRESENTATION NAME POSTER TITLE DAY Infection, coinfection and pathogen identity are associated with shifts Brila, Izle in diversity and composition of gut microbiota of wild bank voles Monday 14/6 (Myodes glareolus) Brown, Joel The bacterial microbiomes of sylvatic US Triatominae Monday 14/6

Card, Olivia Examining the Assembly of Tick Host Communities in Staten Island Yards Monday 14/6 Identification of mosquito species using PCR and capillary Chabanol, Estelle Monday 14/6 electrophoresis How do host competence and interspecific competition influence Cortez, Michael Monday 14/6 amplification and dilution of disease? Genotype-specific benefits and risks of mutualist association in natural Eck, Jenalle Monday 14/6 epidemics Inconsistent evidence for a dilution effect in Daphnia communities Fearon, Michelle Tuesday 15/6 infected by a bacterial parasite Associations between Gastrointestinal Helminth Infection and Fenn, Jonathan Tuesday 15/6 Microbiome Diversity in a Wild Population of the House Mouse. Assessing the impact of host age on the dynamics of microbial communities in the wild using metagenomicsAssessing the impact of François, Sarah Tuesday 15/6 host age on the dynamics of microbial communities in the wild using metagenomics Symbiont infection history alters the trajectory of parasite community Grunberg, Rita Tuesday 15/6 assembly Viral coinfection dynamics in Reunion free-tailed bats (Mormopterus Hoarau, Axel Tuesday 15/6 francoismoutoui) The Infectious Matrix: using vector-derived DNA and metabarcoding Massey, Aimee to investigate host, vector, and parasite communities across gradients Tuesday 15/6 of tropical forest loss and increasing agricultural matrix Competitive exclusion of plant pathogen by symbiotic bacteria within Mendiola, Sandra Wednesday 16/6 an insect vector Rabies virus dynamics in vampire bats and spillover to livestock, Meza, Diana Wednesday 16/6 analysis of the role of multi-scale ecological factors Northrup, Graham Evolution of hyperparasites Wednesday 16/6

Oyanedel Trigo, Daniel Killing or Cheating: two strategies to colonize an oyster Wednesday 16/6 Host-associated bacterial communities in Daphnia galeata during a Rajarajan, Amruta Wednesday 16/6 natural epidemic of a gut parasite Parasite Traits and the Macroecology of Predator-Prey-Parasite Richards, Robert Thursday 17/6 Interactions Empirical Dynamic Modelling Reveals Chaos and Causality in the Sweeny, Amy Thursday 17/6 Microbiome Modeling the immune regulation in single and dual infections of two Vanalli, Chiara Thursday 17/6 gastrointestinal helminths with contrasting dynamics Wallace, Megan Virus discovery and dynamics in a wild Drosophila community Thursday 17/6 Predation by Bdellovibrio and like organisms (BALOs) to drive Wülbern, Janna Thursday 17/6 microbiome diversity 19

LIST OF POSTERS (BY POSTER SESSION)

20 Posters presenting on Monday 14th June

� Fromage Island � � Dessert Island � Poster room 1 Poster room 5 Evolution of hosts and pathogens natural history of pathogens

NAME POSTER TITLE NAME POSTER TITLE Heterogeneity in viral infections increases the rate of A newly-discovered didymozoid trematode infecting the gill of its first Allman, Brent Buck, Julia deleterious mutation accumulation intermediate host, the bay scallop Bringing more realistic ecology into modelling how spatial Rabies MAD DOG (Method for Assignment, Definition and Designation Bartlett, Lewis Campbell, Kathryn structuring constrains virulence evolution. Of Global lineages) You can have your cake and eat it, too: adaptation to a Bono, Lisa novel host does not cause strong selection when returned to Caraballo, Diego Phylogenetic study of a Rabies terrestrial variant in South America the original host Opqua: an epidemiological modeling framework for Fitness of parasitic gut nematode, Heligmosomoides polygyrus, in male Cárdenas, Pablo Delnicka, Agatha pathogen population genetics and evolution and female wood mice Epidemiological and evolutionary consequences of CRISPR- Chabas, Hélène Farrell, Maxwell Building a comparative database of sites of infection via text mining Cas reactivity Transmission mode determines contact structure and drives Collier, Melissa Faw, Lindsey Is LACV lineage III a potential public health risk? pathogen characteristics Host specificity and frequency dependent selection as drivers Transcriptomic response of Hawai’i’s Culex mosquitoes to the local Combs, Matthew of strain diversity for the pathogenic microbe, Borrelia Ferreira, Francisco avian Plasmodium relictum burgdorferi Constitutive Immune Expression Disproportionately Affects Critchlow, Justin Mortality Rates During Acute Infection Poster room 6

Optimal immune specificity at the intersection of host life response to treatments and conrol Downie, Alexander history and parasite epidemiology meassures The source of individual heterogeneity shapes infectious Elie, Baptiste disease outbreaks NAME POSTER TITLE MCR bearing Salmonella enterica phylogeny and the evolution of Andreani, Maria Luiza Poster room 2 antibiotic resistance Ecology and evolution of human Reproducibility of antibiotic resistance evolution of Enterococcus Barbosa, Camilo diseases faecium in vivo and in vitro Exceptions to the rule: Why does resistance evolution not undermine Bhattacharya, Amrita NAME POSTER TITLE antibiotic therapy in all bacterial infections? Elucidating the Spatiotemporal Dynamics of Streptococcus Exploring the effect of host factors on the relationship between pre- Belman, Sophie Billings, Zane pneumoniae in South Africa existing immunity and influenza vaccine response Deltamethrin resistance in Chagas disease vectors colonizing oil palm Episome partitioning and symmetric cell divisions: quantifying Beneteau, Thomas Calderón, Johan plantations: implications for vector control strategies in a public health- the role of random events in the persistence of HPV infections agriculture interface Bio-monitoring and characterization of culicidogenic deposits Antiviral effect of natural plant extracts against alphahepesvirus Benserida, Yassine Ferreccio, Carola of the Algerian west coast infections The seasonality of three childhood infections in a pre-school AMPing up defenses: investigating the innate immune system of the Briga, Michael Gass, Jordan term society Panamanian golden frog A comparison of high-dose and regular-dose seasonal influenza Brownwright, Tenley Varying Age-Space Dynamics of 3 Pathogens in Nigeria Ge, Jordan vaccines toward eliciting homologous and heterologous immunity Small-scale gold mining increases malaria risk in the Brazilian Childs, Marissa Amazon Poster room 7 Dec Peevey, Dominika Estimating Epidemic Size Using Predictive Models the un-ending story of sars-cov2 Ecological levers of Visceral Leishmaniasis: Synthesis of current Glidden, Caroline data and forward prediction of risk NAME POSTER TITLE Poster room 3 Arnold, Callum Data4Action: SARS-CoV-2 Seroprevalence in a University Community Ecology and epidemiology of Baker, Rachel The climate drivers of COVID19 animal and plant diseases NAME POSTER TITLE Bakker, Julian Creating early warning systems using wastewater-based epidemiology Age-related changes in social behaviour shape disease SARS-CoV-2 evolution in animals suggests mechanisms for rapid variant Albery, Greg Bashor, Laura dynamics in a wild ungulate selection Transmission dynamics of low pathogenicity avian influenza Chung, Hyunjung Blanquart, François Estimating superspreading from genomic data (H2N2) viruses in live bird markets in Northeast USA, 2013-2019 One has all or all have one: Sex specific differences in Clark, David Borchering, Rebecca COVID-19 Scenario Modeling Hub aggregation within a guppy host parasitic worm system Climate change and global trade will challenge genetic Fartash, Amir Hossein resistance to Verticillium wilt in the legume plant Medicago Brett, Tobias Understanding the spatial spread of SARS-CoV-2 in Washington state, US truncatula Transmission of one predicts another: Apathogenic proxies for Predicting the animal hosts of coronaviruses from genomic data through Gilbertson, Marie Brierley, Liam transmission dynamics of a fatal virus machine learning Uncertainty and realism in a national cattle foot-and-mouth Gilbertson, Kendra disease model Poster room 8 Estimating torpor bout duration of free-ranging big brown bats Golas, Benjamin (Eptesicus fuscus) spatial and ecological determinants Inferring the transmission dynamics of highly pathogenic avian Guinat, Claire influenza H5N8 virus from genetic data NAME POSTER TITLE Connections between winter diet resources and Black Flying Fox roost Baranowski, Kelsee Poster room 4 occupancy near Brisbane, Australia Combining viral genetic and animal mobility network data to unravel Bataille, Arnaud Epidemiology of zoonoses and peste des petits ruminants transmission dynamics in West Africa Metapopulation dynamics of Cholera surrounding Lake Tanganyika in Blake, Alexandre NAME POSTER TITLE Democratic Republic of Congo

Circulation of Babesia Species and Their Exposure to Humans Modelling meteorological indicator’s effects on mosquito-borne disease Azagi, Tal Bowman, Katherine through Ixodes Ricinus prevalence Echinococcus multilocularis infections in client-owned dogs Predicting the effects of aquatic resource pulses on disease: connecting Barcenas Barreto, Karlamay help disclose their role in human infections in Alberta, Bradley, Lynda snail host physiology to schistosomiasis infection risk Canada Evolution of a protein family involved in immune resistance in Nipah Virus Diversity Across Different Spatial Scales in South and Becker, Noémie Cortés Azuero, Oscar the Eurasian Lyme Disease agent Borrelia bavariensis Southeast Asia SNP-SchistoLAMP : Rapid identification method to differentiate Individual differences in mite behavior and the potential to vector Blin, Manon between Schistosoma species based on a single nucleotide Durkin, Emily bacteria between hosts polymorphism using LOOP-mediated isothermal amplification How microclimatic variables and blood meal sources influence Rhodnius prolixus abundance and Trypanosoma Aedes aegypti outcompetes Anopheles stephensi across a range of Erazo, Diana Evans, Michelle cruzi infection in Attalea butyracea and Elaeis guineensis larval temperatures palms? Are reductions in schistosomiasis transmission a silver lining of Faiad, Sara Madagascar’s invasion by marbled crayfish (Procambarus virginalis)? 21

Urbanization is associated with earlier, larger epidemics of a fungal Fox, Quinn plant pathogen Poster room 9 infectious disease within communities NAME POSTER TITLE Infection, coinfection and pathogen identity are associated with shifts Brila, Izle in diversity and composition of gut microbiota of wild bank voles (Myodes glareolus) Brown, Joel The bacterial microbiomes of sylvatic US Triatominae

Card, Olivia Examining the Assembly of Tick Host Communities in Staten Island Yards Identification of mosquito species using PCR and capillary Chabanol, Estelle electrophoresis How do host competence and interspecific competition influence Cortez, Michael amplification and dilution of disease? Genotype-specific benefits and risks of mutualist association in natural Eck, Jenalle epidemics 22 Posters presenting on Tuesday 15th June

� Fromage Island � � Dessert Island � Poster room 1 Poster room 5 Evolution of hosts and pathogens natural history of pathogens

NAME POSTER TITLE NAME POSTER TITLE Impact of structural variation turnover in the rapid in vitro Wolbachia endosymbionts of fleas occur in all females but rarely in Fuandila, Nurul evolution of Cyprinid herpesvirus 3, a large double-stranded Flatau, Ron males and do not show evidence of obligatory relationships, fitness DNA virus effects, or sex-distorting manipulations Coevolution and competition drive the diversification of CRISPR Epi(genetic) determinants of resistance in the Pacific oyster Crassostrea Guillemet, Martin Gawra, Janan immunity gigas: A case study in natural population Host thermal limits in the face of infectious disease: how Longitudinal deep sequencing of vampire bat betaherpesvirus reveals Hector, Tobias Griffiths, Megan important are pathogens? a promising candidate vector for transmissible rabies vaccines Virulence evolution of infectious hematopoietic necrosis virus Between virus correlations in the outcome of infection across host Loeher, Malina Imrie, Ryan post-host jump species: evidence of virus genotype by host species interactions Last-come, best served? Mosquito biting order and Plasmodium Maccaro, Jessica Comparative Genomics of Bee-Loving Fungi Provides Clues to Isaïa, Julie transmission The Evolution of Entomopathogenicity in Ascosphaera spp. Host phenology can select for multiple stable parasite virulence Sex-biased infections and mortality in a multi-host fungal pathogen of MacDonald, Hannelore Kailing, Macy strategies bats Immune signaling network evolution under selection by Resurrection of a study system: Social spiders as a tool in behavioral Martin, Reese Keiser, Nick parasites disease ecology Specific genetic background is required for acquisition of Martínez-Gómez, Daniel virulence genes in Escherichia coli. Poster room 6 No pre-zygotic isolation mechanisms between Schistosoma response to treatments and conrol Mathieu-Begne, Eglantine haematobium and Schistosoma bovis parasites: from mating interactions to differential gene expression meassures Poster room 2 NAME POSTER TITLE Mixed synthetic communities "bacteria - fungi" for seed protection Guschinskaya, Nathalia Ecology and evolution of human against the pathogenic fungus Alternaria brassicicola An antigenic diversification threshold for falciparum malaria transmission He, Qixin NAME POSTER TITLE at high endemicity Elucidating Mechanisms of Mumps resurgence using Accounting for heterogeneity in wild adult samples to measure Gokhale, Deven Holmdahl, Inga transmission models insecticide resistance in Anopheles malaria vectors Synergistic interventions to control COVID-19: mass testing and isolation Grunau, Christophe Epigenetic engineering of Schistosoma vector snails Howerton, Emily mitigates reliance on distancing Using models as a predictor of insecticide resistance evolution and Longitudinal qPCR-based pertussis surveillance reveals Gunning, Christian Jensen, Brook vector borne disease transmission likelihood of various insecticide widespread asymptomatic infection resistance management strategies User-friendly software to learn infectious disease modeling on Handel, Andreas Lushasi, Kennedy Tracking the elimination of rabies from Pemba Island, Tanzania the population and individual host levels Predicting successful strains for the seasonal influenza vaccine Engineered resistance in Anopheles stephensi to antimalarial effectors- Hayati, Mariam using topological properties of the influenza tree and machine Malik, Mansi Effect on Plasmodium development and evolution. learning tools Implementation of HSP70-sequencing for species identification Preventing antimicrobial resistance evolution by inactivating Hoyos, Juliana Morley, Valerie within the Leishmania (Viannia) guyanensis complex, using field daptomycin in the gut samples from endemic areas of Colombia. Jia, Raina Characterising the intrahost haplotype diversity of dengue virus Poster room 7 Poster room 3 the un-ending story of sars-cov2 Ecology and epidemiology of animal and plant diseases NAME POSTER TITLE The tradeoff between model complexity and data quantity in Dallas, Tad NAME POSTER TITLE estimating epidemiological parameters Functional characterization of host immunity through The stochastic dynamics of early epidemics:probability of establishment, Kaganer, Alyssa Débarre, Florence vaccination and infection in fungal disease initial growth rate,and outbreak size at first detection Ketz, Alison Long term dynamics of chronic wasting disease Du, Zhanwei Pandemic fatigue impedes mitigation of COVID-19 in Hong Kong

Bouncing back: recovery dynamics in ant colonies following The effects of vaccination and non-pharmaceutical interventions on Kutzer, Megan Elderd, Bret infection COVID-19 transmission and disease burden Infectivity and reconstitution of faba bean necrotic yellows Lal, Aamir Ferguson, Elaine Modelling to inform the COVID-19 response in Bangladesh virus cloned genome components in Vigna unguiculata. Longitudinal surveillance of common viral and bacterial agents Estimating R₀from Early Exponential Growth: Parallels between 1918 Le Gall-Ladevèze, Chloé Foster, Grant in commensal wild birds around a French duck farm Influenza and 2020 SARS-CoV-2 Pandemics Ecology of West Caucasian Bat Lyssavirus (WCBV) in a group of Modelling the relationship between pathogen dose and Leopardi, Stephania Schreibers' bent-winged bats (Miniopterus schreibersii) from Italy Gamble, Amandine symptomatology: illustration with SARS-CoV-2 in humanized mice and its spillover to a domestic cat Host immune responses to enzootic and invasive pathogen An Inductive Reasoning Agent-Based Model of Social Distancing McDonald, Coby Hanley, John lineages vary in magnitude, timing, and efficacy Behavior, Risk Perceptions, and COVID-19 Transmission Freshwater snails and the green algae Cladophora are McMahon, Taegan probably not hosts of Batrachochytrium dendrobatidis Poster room 8 spatial and ecological determinants of Poster room 4 infectious disease Epidemiology of zoonoses and disease emergence NAME POSTER TITLE What drives the variation in abundance of the two principle flea Henshall, Lucy NAME POSTER TITLE vectors of Plague in Madagascar? Rift Valley fever virus hosts are not equal - Modelling Cecilia, Hélène Herrera, José Network structure and disease risk for an endemic infectious disease infectiousness at the individual level Linking zoonotic disease prevalence to human and livestock Where the wild mice are: how space-use and contact network Dubrulle, Jeremy exposure risk across a gradient of anthropogenic land use in Hillman, Sam structure affects parasite transmission in wild wood mice Madagascar Influences of environmental variation on ecological cascades Vector diversity and malaria prevalence: global trends and local Faust, Christina Hoi, Amber Gigi impacting Hendra virus spillover determinants Assessing multi-scale drivers of tick-borne disease spillover into Disease or drought: environmental fluctuations release zebra from Gregory, Nichar Huang, Yen-Hua urban residential yards anthrax transmission hotspots Cattle are currently dead end hosts in peste des petits Herzog, Catherine Ivers, Nicholas Landscape drivers of host genetic diversity and parasite susceptibility ruminants transmission: modeling and experimental study Risk factors for Crimean-Congo haemorrhagic fever virus Hughes, Ellen Kache, Pallavi Climate drivers of dengue incidence in Colombia at multiple timescales exposure in livestock in northern Tanzania From specialist to generalist: a community ecology approach to Katz, Tatum understanding the disease dynamics of the amphibian-killing pathogen Batrachochytrium dendrobatidis 23

Friends, neighbors, and shared spaces: Comparing “transmission Kauffman, Kayla potential networks” for environmental and close-contact transmission modes in rural Madagascar Understanding whooping cough maintenance and spread across Lefrancq, Noémie spatial scales using genetic data A space-time model for inferring a susceptibilty map for an infectious Li, Xiaoxiao disease based on outbreak data Poster room 9 infectious disease within communities NAME POSTER TITLE Inconsistent evidence for a dilution effect in Daphnia communities Fearon, Michelle infected by a bacterial parasite Associations between Gastrointestinal Helminth Infection and Fenn, Jonathan Microbiome Diversity in a Wild Population of the House Mouse. Assessing the impact of host age on the dynamics of microbial communities in the wild using metagenomicsAssessing the impact of host François, Sarah age on the dynamics of microbial communities in the wild using metagenomics Symbiont infection history alters the trajectory of parasite community Grunberg, Rita assembly Viral coinfection dynamics in Reunion free-tailed bats (Mormopterus Hoarau, Axel francoismoutoui) The Infectious Matrix: using vector-derived DNA and metabarcoding to Massey, Aimee investigate host, vector, and parasite communities across gradients of tropical forest loss and increasing agricultural matrix 24 Posters presenting on Wednesday 16th June

� Fromage Island � � Dessert Island � Poster room 1 Poster room 5 Evolution of hosts and pathogens natural history of pathogens NAME POSTER TITLE NAME POSTER TITLE Multifaceted adaptive landscape of toxigenic Vibrio cholerae Is the cercarial emission rhythm of the parasite Schistosoma mansoni Mavian, Carla during epidemic waves in the Democratic Republic of Congo Lasica, Chrystelle circadian ? associated with a novel and unique ICP1 Bacteriophage. Coincidental selection for interference competition contributes Pandey, Aakash to virulence of Stenotrophomonas maltophilia in Caenorhabditis Lavington, Erik Quantifying protein diversity in rapidly evolving genomes elegans Consequences of frequency-dependent selection for estimating Whole-genome analysis of one natural interspecific recombinant strain Peters, Madeline Maidana, Silvina Soledad selection strength on a disease resistance allele between bovine alphaherpesviruses 1 and 5 Out of Asia? Vector switches leading to the expansion of Use of an introduced host plant enhances resistance against densovirus Rollins, Robert E. Muchoney, Nadya Eurasian Lyme borreliosis bacteria infection in a native insect herbivore Scientific teaching methods and EEID topics for evolution Complete genome sequence of a novel marafivirus infecting pearl millet in Rorick, Molly Palanga, Essowe outreach in schools. Burkina Faso An evolution-based high-fidelity method of epistasis Rouzine, Igor Puolakka, Katariina Trypanosomatid Infections and their Effects on Drosophila lummei fruit fly measurement: theory and application to influenza Modeling Female Guppy Choosiness and Its Effect on Parasite Eptesicus fuscus with chronic Pseudogymnoascus destructans exposure Rovenolt, Faith Simonis, Molly Prevalence weigh less in northern latitudes compared to southern latitudes Experimental evolution of Batrachochytrium dendrobatidis, a Sheets, Ciara lethal pathogen of amphibians, in climate change conditions Poster room 6

Evolution of host resistance and tolerance to a bacterial response to treatments and conrol Silva, Luis infection meassures Poster room 2 NAME POSTER TITLE Time it right - Daily rhythms of both host and parasite affect antimalarial Owolabi, Aliz Ecology and evolution of human drug efficacy Understanding the compensatory mechanisms in resistant Anopheles NAME POSTER TITLE Perrier, Stéphane gambiae AcerKis and KdrKis neurons is essential to adapt insecticide-based mosquito control Quantifying the contribution of low-density and asymptomatic Here vs. there: An exploration of vector-borne disease related knowledge Corder, Rodrigo Peterson, Jennifer infections to Plasmodium vivax transmission in the Amazon and behavior in the context of local vs. national endemicity What drives the spread of antibiotic resistance? The distribution of genes King, Aaron Unified Approach to Phylodynamic Inference Pradier, Léa encoding aminoglycoside-modifying enzymes across the phylogeny of Eubacteria Estimating the impact of the Wolbachia release program on dengue and MacPherson, Ailene Unifying Birth-Death Phylodynamic Models Ribeiro dos Santos, Gabriel chikungunya incidence in Rio de Janeiro, Brazil Mainou, Ellie Investigating model alternatives for acute HIV infection Sabey, Kate Antibiotic treatment impacts gut microbiota plasticity in a wild mammal Virulence-mediated infectiousness and activity trade-offs and McKay, Alexa Singer, Benjamin Is spatial targeting of vaccine allocation based on risk effective? their impact on transmission potential of influenza patients Fundamental identifiability limits of phylodynamic birth-death McLaughlin, Angela models Poster room 7 Impacts of Mass Nutritional Supplementation on Dynamics of Noori, Navideh Measles: A Simulation Study the un-ending story of sars-cov2 Poster room 3 NAME POSTER TITLE

Ecology and epidemiology of animal Polarization and Segregation: Diverging Awareness and Attitude in a Harris, Mallory and plant diseases Coupled-Contagion Model of Disease and Behavior Viral loads observed under competing strain dynamics: disentangling Hay, James NAME POSTER TITLE virology from epidemiology Mechanical vectors amplify or dilute disease transmission Ng, Wee Hao Herrera-Saldívar, M Fernanda Genomic epidemiology of SARS-CoV-2 in Nuevo Leon depending on the host dose-response relationship An indirect ELISA validated as diagnostic and vaccines quality Modeling the use of SARS-CoV-2 vaccination to safely relax non- Odeon, María Mercedes Kraay, Alicia control tool for Bovine Parainfluenza Virus Type 3 (BPIV3) pharmaceutical interventions in the context of ongoing viral evolution Innate immune memory process in Biomphalaria glabrata snails: a comparative multi-omic approach to decipher the function Global vaccination against SARS-CoV-2. Where and how: the impact of Pichon, Rémi López, Leonardo and role-played by the hemocyte immune cells against new stains. S.mansoni infections. Leptospira in California sea lions (Zalophus californianus): Contact surveys reveal heterogeneities in age-group contributions to SARS- Prager, Katherine climate-associated fadeout and re-emergence of an endemic Mahmud, Ayesha CoV-2 dynamics in the United States pathogen in a wildlife host Investigating the presence of picornavirus, herpesvirus and The interplay between vaccination and social distancing strategies affects Rasoanarivo, Liantsoa Pilosof, Shai Mycoplasma spp. in endangered tortoises of Madagascar COVID19 population-level outcomes Exploring the role of thoracic injury in infection response and Predicting the spatial patterns of COVID-19 in Madagascar: the utility of Ravikumar, Radhika Ramiadantsoa, Tanjona outcomes in Drosophila melanogaster existing data sources on human mobility in LMIC-A Modelling the relationship between pathogen dose and symptomatology: Resetarits, Emlyn The behavioral effects of trematode infection on snail hosts Gamble, Amandine illustration with SARS-CoV-2 in humanized mice Evaluating the risk landscape for Toxoplasma gondii exposure to An Inductive Reasoning Agent-Based Model of Social Distancing Behavior, Robinson, Stacie Hanley, John Hawaiian monk seals Risk Perceptions, and COVID-19 Transmission Poster room 4 Poster room 8 Epidemiology of zoonoses and disease spatial and ecological determinants of emergence infectious disease NAME POSTER TITLE NAME POSTER TITLE

Seasonal Rhythms in West Nile Virus Competence for a Koller, Kyle McCoy, Karen Small scale dispersal of soft ticks and patterns of pathogen circulation Widespread Host Characterization of Salmonella strains isolated from wild Using machine learning to relate contact network structure to the spread of Mendez, Estela Michalska-Smith, Matthew carnivores in Janos Biosphere Reserve, Mexico. disease Genotyping Microsporum canis from domestic felines across the Aquaculture mediates global transmission of a viral pathogen to wild Moskaluk, Alexandra Mordecai, Guideon United States salmon’ Under the radar: smouldering pathogen transmission in wildlife In sickness and in health: female mate selection determines offspring Salkeld, Dan Murdock, Courtney pathogen reservoirs immune performance in the key mosquito vector Aedes aegypti A strategy to assess spillover risk of bat SARS-related Consequences of experimentally elevated corticosterone on avian malaria Sanchez, Cecilia Names, Gabrielle coronaviruses in Southeast Asia in captive Hawaiian passerines O'Keeffe, Kayleigh Phylogeographic dynamics of the arthropod vector, the black-legged tick

Palavecino, Cintia Carolina Parasitic infection and health status in the field mouse Akodon azarae Phylogeography shows that the environmental drivers of vector-borne virus Pascall, David outbreaks can be scale-dependent Malaria vector exposure in Cambodia: the importance of deforestation Pepey, Anaïs and biotopes The Effects of Habitat Type and Pathogen Infection on Tick Host Seeking Richardson, Elise Behavior 25

Poster room 9 infectious disease within communities NAME POSTER TITLE Competitive exclusion of plant pathogen by symbiotic bacteria within an Mendiola, Sandra insect vector Rabies virus dynamics in vampire bats and spillover to livestock, analysis of Meza, Diana the role of multi-scale ecological factors Northrup, Graham Evolution of hyperparasites

Oyanedel Trigo, Daniel Killing or Cheating: two strategies to colonize an oyster Host-associated bacterial communities in Daphnia galeata during a Rajarajan, Amruta natural epidemic of a gut parasite 26 Posters presenting on Thursday 17th June

� Fromage Island � � Dessert Island � Poster room 1 Poster room 5 Evolution of hosts and pathogens natural history of pathogens

NAME POSTER TITLE NAME POSTER TITLE Selection of two sub-populations Biomphalaria glabrata for their Rodent population assemblages in West Africa and their potential Simphor, Elodie Simons, David resistance and susceptibility to Schistosoma Mansoni zoonotic pathogens: A scoping review Phylogenetic signal and correlation in host susceptibility to Souza Beraldo, Camila Sippy, Rachel Diversity of Dengue Lineages in Bangkok, Thailand, 1973—2014 different viruses Investigating how host microbiota affects the evolution of Contemporary and historical selection in Tasmanian devils (Sarcophilus Stevens, Emily Stahlke, Amanda pathogen virulence. harrisii) support novel, polygenic response to transmissible cancer Parasites of the past: Ninety years of change in the abundance of Tau, Rocío Lucía Evidence of new recombinations among equid herpesvirus Welicky, Rachel parasites infecting English sole (Parophrys vetulus) of Puget Sound, USA Genetic variation for plant immunosuppression by herbivorous Teodoro-Paulo, Jéssica Williams, Richard AJ Molecular identification of papillomavirus in Swedish birds spider-mites Drivers of copy number variation in adaptive immune receptor V gene Walsh, Sarah A bacteria-phage system for the investigation of virus host shifts Yiu, Hao families of the great apes Social hosts have deadlier parasites: parasite virulence among Walsman, Jason wild guppy populations is predicted by predation-driven host Poster room 6 social behaviour.

Experimental evolution reveals the genetic architecture of sexual response to treatments and conrol Wyer, Claudia selection in the Yellow Fever mosquito Aedes aegypti meassures Poster room 2 NAME POSTER TITLE

Ecology and evolution of human Rapid reversion of high level daptomycin resistance slows the spread of Tracy, Kevin diseases antibiotic resistance in a non-selective environment Understanding the potential drivers of individual-level variation in the Vera Cruz, Diana NAME POSTER TITLE antibody response after vaccination Resource competition alters the population size structure of Treatment duration influences the evolutionary dynamics of Shaw, Kelsey Biomphalaria glabrata: Implications for control of human vom Steeg, Landon daptomycin resistance in off-target colonizing VRE populations schistosomiasis Integrating physiological competence and ecology to Epidemiological and evolutionary consequences of periodicity in Skinner, Eloise determine host and vector importance for vector-borne Walter, Alicia treatment coverage pathogens Applying Chain Graph Models for Identifying Risk Factors for Tessandier, Nicolas Immune response of non-persistent HPV infections Wang, Christine Antimicrobial Resistance among Campylobacter coli from Swine Populations Comparison of methods for the identification of plasmids in the The role of gulls as reservoirs of antibiotic resistance in aquatic Uysal, Ilkay Basak Zeballos Gross, Danae Human Vaginal Microbiome environments: a scoping review Shifts in the epidemic season of human respiratory syncytial virus Wagatsuma, Keita associated with inbound overseas travelers and meteorological Poster room 7 conditions in Japan The role of antigenic and genetic diversity in driving the Wang, Lin transmission and disease risk of dengue virus (DENV) the un-ending story of sars-cov2 Are common misperceptions of EEID based on biases of where Washburn, Tyler EEID studies are published? NAME POSTER TITLE Assessing the effects of measles infection on childhood infectious Why so few and so many? Notes on drivers of endemic pathogen Xia, Siyang Rice, Benjamin disease mortality in Brazil and early US diversity using coronaviruses as an example Estimating the true trajectory of SARS-CoV-2 in New Jersey using serology Sheen, Justin Poster room 3 and pcr data.

Ecology and epidemiology of animal Estimating the cumulative incidence of SARS-CoV-2 infection and the Shioda, Kayoko and plant diseases infection fatality ratio in light of waning antibodies Local interventions: Once you start to intervene, the details start to Suárez-Salazar, David NAME POSTER TITLE matter even more. Escherichia coli strain and antimicrobial resistance exchange between Romera, Sonia Alejandra Role of water buffalo in the epidemiology of bovine herpesviruses Swarthout, Jenna humans and animals via environmental pathways in Kenyan urban informal settlements Drivers of bTB Detection in the Context of Imperfect Diagnostics Modeling the impact of schools reopening and the effects of possible Simony, Brandon Torres, Samuel on Cattle Farms in the United States interventions at Bogotá, Colombia Community composition, abundance, and environmental Suh, Daniel conditions may synergistically enhance transmission of a Walter, Katharine Within-host SARS-CoV-2 diversity in longitudinally sampled patients ranavirus in larval amphibian communities

Tadiri, Christina Resistance, Tolerance and Host Competence Poster room 8 spatial and ecological determinants of Talbott, Katie Plasmodium parasitism is reflected in songbird preen oil odor infectious disease Seasonal changes in transmission of and recovery from Tomamichel, Megan Hyalophysa lynni infection in commercial shrimp NAME POSTER TITLE Differential response to anthropogenic disturbance by cave- Viral susceptibility across host species is largely independent of dietary Vicente-Santos, Amanda Roberts, Katherine dwelling bats: an eco-immunological approach protein to carbohydrate ratios Poster room 4 Rojas-Sereno, Zulma Drivers of bovine rabies outbreaks spatial distribution at regional scale

Epidemiology of zoonoses and disease Host availability affects parasite transmission at the front of experimental Sanchez, Charlène emergence epidemic waves NAME POSTER TITLE Saubin, Méline Impact of ploidy and pathogen life cycle on resistance durability A mechanistic, stigmergy model of territory formation in solitary animals: Setting the Terms for Zoonotic Diseases: Effective Communication Shapiro, Julie Theresa White, Lauren Territorial behavior can dampen disease prevalence but increase For Research, Conservation, and Public Policy persistence Detection of spatio-temporal heterogeneity of dengue incidence in A novel concept for bat sampling to detect active viral Tóth, Gábor Wijayanandana, Nayantara Colombo city, Sri Lanka : an assessment of urban risk factors and drivers infections and elucidate reservoir roles using point process spatial modelling An 18-Year Retrospective Analysis of West Nile Virus Infection in Urbanization, food provisioning, and transmission-relevant behaviors in Uelmen,Johnny Wilson, Cali Culex Mosquitoes of the Midwestern United States Florida white ibis Steps and the City: White-tailed deer resource selection Spatially-explicit reproduction number of chronic wasting disease in VanAcker, Meredith Xu, Jingjing increases zoonotic hazard in urban residential areas deer populations Transmission Dynamics Of Highly Pathogenic Avian Influenza Among Vaz, Joy Parasite and host traits predict the zoonotic risk of protozoa Yaffy, Dylan Multiple Waterfowl Species And Poultry: The Impact Of Migration Timing 27

Poster room 9 infectious disease within communities NAME POSTER TITLE Parasite Traits and the Macroecology of Predator-Prey-Parasite Richards, Robert Interactions Empirical Dynamic Modelling Reveals Chaos and Causality in the Sweeny, Amy Microbiome Modeling the immune regulation in single and dual infections of two Vanalli, Chiara gastrointestinal helminths with contrasting dynamics Wallace, Megan Virus discovery and dynamics in a wild Drosophila community Predation by Bdellovibrio and like organisms (BALOs) to drive Wülbern, Janna microbiome diversity 28

KEYNOTE ABSTRACTS

14th June: The crazy life of microbes

Many pathogens have evolved complex transmission strategies and/or life cycles. How do pathogens evolve these odd transmission strategies and what are the consequences for epidemiological and evolutionary dynamics? In this session we will explore the diversity of pathogen life histories and their (co)evolutionary origins.

15h00 CET Stéphane Blanc Montpellier, France

How can multipartite viruses be functional and spread?

Multipartite viruses have two or more nucleic acid segments, each individually and thus separately encapsidated. As a consequence, their integral genome is not recapitulated in one but in a population of virus particles. The benefits and costs in such genetic systems and how they can actually be functional is a long-standing enigma. Using a multipartite nanovirus model we challenge some paradigms of virology and add new frames better comprehending these viral systems. We investigate their potential to rapidly adapt to changing environment through the modification of the frequency of their distinct genome segments. As a result, the segments with a low frequency have greater chances to get lost, further challenging the maintenance of the genome integrity. We then question whether and how the virus succeeds at introducing one copy of each of its genome segments in the target cells and hosts. The bold idea we pursue, and that is supported by recent results, is that the genome segments may not need to be together in individual cells, or to travel together in between hosts, for the system to function and propagate.

16h00 CET Kimberley Seed Berkeley, US

Fighting with phages: how epidemic Vibrio cholerae defends against viral attack

Illness and death caused by infectious diarrheal disease agents, like Vibrio cholerae, are major threats to public health and significant barriers to socioeconomic development worldwide. As the focus of several elegant studies documenting genomic changes in epidemic strains over the last century, V. cholerae has become a well-studied model for pathogen evolution. Despite this, the mechanisms and driving forces underlying historical and current changes are not yet understood. The arms race between viruses and their host organisms is a key driving force in the evolution of all cellular life. Indeed V. cholerae must defend against the ubiquitous threat of predatory phages in aquatic reservoirs and the intestinal tract during disease in humans. Our lab has shown that V. cholerae has evolved to use PLEs to defend against the predominant predatory phage ICP1. PLEs are parasitic mobile genetic elements that completely abolish ICP1 production while exploiting phage resources to further their own spread. Therefore, PLEs can be viewed both as defense systems for V. cholerae and as phage satellites that exploit ICP1 for their own mobilization. A significant hallmark of V. cholerae PLEs is that previously prevalent PLEs disappear globally when new variants emerge, indicating that each variant is selected by unknown factors over time. However, we do not understand why such changes occur and how new variants dominate over earlier prevalent variants. Ongoing work investigating how antagonism with ICP1 has driven the successive evolution of PLEs will be discussed.

15th June: Diversity of host resistance to pathogens

Several different host strategies can evolve to resist pathogens. Can we use this diversity to limit pathogen spread and evolution? In this session we will explore the dynamics of this diversity, its impact on pathogen epidemiology and potential counter-defenses in the pathogen population.

15h00 CET Jean-Benoit Morel Montpellier, France

Eternal Rice: a case study of sustainable management of plant resistance

Important insights into ways to reach durability of plant disease resistance can be gained by studying existing sustainable systems, like the traditional rice agrosystem of the Yuan Yang Terraces (YYT) in China. In YYT, more than 190 traditional rice varieties have been grown for centuries without noticeable erosion of resistance to the blast fungus Magnaporthe oryzae. The main objective of the multi-disciplinary project “Riz Eternel” was to test the hypothesis that the crop diversity and the spatio-temporal arrangement of varieties prevents the development of large epidemics of M. oryzae. Genome analysis of hundreds of plants showed that the traditional rice varieties are populations, highly diversified, with resistance genes under diversifying selection. Socio-economic surveys allowed the identification of social rules underlying seed exchange within villages, producing additional levels of spatial and temporal diversity. As a consequence, there is no genetic co- structure between plants and M. oryzae populations, suggesting that M. oryzae is maladapted in YYT.

Combining socio-economic approaches and molecular genetics, we also present recent evidence that shrinking of cultivated rice diversity in YYT destabilizes the co-evolutionary equilibrium and favors epidemics.

16h00 CET Anne Chevallereau Paris, France

The Benefits of Diversity-generating Bacterial ‘CRISPR-Cas’ Immune Systems are mitigated by Bacteriophage-encoded ‘anti-CRISPR’.

Bacteria are under constant threat from viruses (known as phages) which led to the evolution of a large repertoire of resistance mechanisms, amongst which ‘CRISPR-Cas’ is one of the most widespread. This immune system captures elements from the invader’s genome (spacers) into CRISPR loci to provide sequence-specific immunity against (re)infecting phages. The modalities of spacer acquisition allow the generation of high levels of spacer-diversity within bacterial populations, which is key to limit phage epidemics and evolution of escape mutations. However, this CRISPR-mediated selection has likely driven the evolution of ‘anti-CRISPR’ (Acr) mechanisms in phage populations. These Acr-phages have remarkable ecological dynamics: a first ‘sacrificial’ phage takes CRISPR defences down but fails to replicate, which allows a second phage to successfully multiply on this immunosuppressed host. In addition to their ecological effects, Acr inhibit spacer acquisition in the host and hence, the evolution phage-resistance. The fitness benefits provided by CRISPR-Cas are therefore annulled when predatory phages encode Acr. However, CRISPR- Cas may become maladaptive (e.g. in the presence of parasitic and/or mutualistic phages), in which cases Acr not only benefit the phage but also the host. In summary, I will discuss the diversity-generating benefits of CRISPR- Cas systems and highlight how the evolution of anti-CRISPR allowed phages to adapt.

16th June: Using genomics and immunity to infer pathogen dynamics

Genomics and serological studies provide new data on pathogens. Can we use this data to learn about the ecology and the evolution of infectious diseases? In this session we will explore how genomics and immunity profiles can help understand past epidemics and prevent future ones.

15h00 CET Katrina Lythgoe Oxford, UK

Levels of selection in chronic and acute viruses: From HIV to SARS-CoV-2

Viruses replicate and evolve within the hosts that they infect, but sooner or later they need to transmit if they are going to survive in the long term. This creates an evolutionary trade-off, because what makes a virus fit within a given individual does not necessarily make it good at transmitting. We might expect this tension to be strongest for chronic viral infections, like HIV, which can undergo years of rapid within-host evolution between transmission events. But for acute viruses, like SARS-CoV-2, these tensions are expected to be weak as the virus rapidly jumps from individual to individual, with little opportunity for within-host selection. This is supported out by ours’ and others’ findings that when viral loads are high and transmission is most likely, SARS-CoV-2 has little genetic diversity and a narrow transmission bottleneck. How then does the appearance and success of new variants of concern, which apparently emerged within chronically infected individuals, fit into this framework? I argue that by changing the properties of the host population, for example as a consequence of host shifts or mass vaccination, we are fundamentally changing the nature of the trade-off between selection at the within- and between-host levels.

16h00 CET Henrik Salje Cambridge, UK

Using pathogen genomes to identify the role of human behaviours in disease spread

Behaviour is central to infectious disease spread. How we move around and interact with each other and the local environment drive transmission patterns within a population. Understanding the role of behaviour in the spread of human pathogens is, however, complicated. Disease surveillance systems typically only observe a small proportion of all infections, which means we don’t know how related any two cases are. They also rarely capture the behaviours that resulted in infection, including age-specific contact patterns and mobility patterns of both the infected individual and the people they go on to infect. Genetic data can help reconstruct how pathogens have moved within and between locations. However, phylogenetic approaches have been complicated by uneven availability of sequences in time and space. Some places will typically provide the bulk of sequences with most locations providing no sequences at all. In this talk I will present analytical approaches that can identify the role of behaviour using human mobility data and age contact matrices. I will apply these methods to dengue virus and SARS-CoV-2 and demonstrate their ability to accurately identify how a virus is moving at each transmission step, even when only a small subset of locations provide sequences.

17th June: Disease control: epidemiological, ecological and evolutionary consequences

Different control strategies (vaccination, drugs…) can be used to control infectious diseases. What are the epidemiological and evolutionary consequences of these interventions? In this session we will discuss how to optimise control strategies.

15h00 CET Jessica Metcalf Princeton, US

Questioning control: evaluating options, estimating impacts, and considering the longer term

The options for SARS-CoV-2 control were initially limited. As a directly transmitted infection, the only tools available to reduce cases for the first year of the pandemic were behavioral. In 2021, availability of vaccines brightened the situation considerably, but vaccine doses remain limited in many settings. I will discuss efforts to evaluate options for control (from aspects of test-trace- isolate, to vaccine deployment in Madagascar), to estimate the impact of different interventions (from design of trials to use of novel data such as social- media based survey instruments and mobile phone call data records), and for considering the longer term given core uncertainties around immunity and the landscape of selection on the pandemic virus.

16h00 CET Scott Nuismer Idaho, US

Transmissible vaccines : epidemiological and evolutionary perspectives

Spillover from wild animal populations fuels the origin and recurrence of many emerging infectious diseases. This creates opportunities to decrease the threat of emergence by reducing or eliminating pathogens within their animal reservoirs. Transmissible vaccines are a powerful new technology that may allow these opportunities to be realized at broad scale. Here I provide a brief history of transmissible vaccines and an overview of the methods used to create them. I then present the results of mathematical models grounded in the biology of transmissible vaccines currently being developed for emerging infectious diseases of humans. The results of these models quantify the impact of transmissible vaccines on pathogen populations and identify key design challenges that must be overcome for transmissible vaccines to be both evolutionarily stable and epidemiologically effective.

POSTER ABSTRACTS (ALPHABETICAL)

ABSTRACT

Greg Albery - Georgetown University - US

Age-related changes in social behaviour shape disease dynamics in a wild ungulate

Gregory F Albery; Tim H Clutton-Brock; Alison Morris; Sean Morris; Josephine M Pemberton; Daniel H Nussey; Josh A Firth

Georgetown University

As they near the end of their lifespan, wild animals often experience profound declines in quality known as “senescence”. When older individuals exhibit weaker immunity (“immunosenescence”), they may be able to compensate by becoming less social, thereby reducing their exposure to pathogens. To date, despite an ever-expanding wealth of information on social networks in disease ecology, it is unclear whether wild animals experience age-related declines in social behaviours, how these changes alter exposure rates, and whether this process might compensate for immunosenescence. Here, I use a wild population of red deer (Cervus elaphus) on the Isle of Rum, Scotland, to investigate the links between ageing, social behaviour, helminth infection, and fitness. I employ a suite of novel spatial and social network analyses to show that a range of intrinsic and extrinsic processes contribute to age-related declines in social network centrality over the course of an adult deer’s lifespan. I further demonstrate that within-individual reductions in social behaviour are associated with reduced burdens of nematode parasites. Taken together, these results demonstrate that parasite infection is a potentially important driver of age-related behaviour changes that ultimately determine large-scale demographic structuring in this wild population. Moreover, they imply that age-related behavioural changes may be adaptive, functioning to balance the costs of a waning immune system, rather than emerging from physiological weakness and an inability to compete with younger conspecifics. 39

ABSTRACT

Brent Allman - Emory University - US

Heterogeneity in viral infections increases the rate of deleterious mutation accumulation

Brent Allman, Katia Koelle, Daniel Weissman

Emory University

RNA viruses have high mutation rates, with the majority of mutations being deleterious. We examine patterns of deleterious mutation accumulation over multiple rounds of viral replication, with a focus on how cellular coinfection and heterogeneity in viral output affect these patterns. When unique viral genotypes with differential fitness coinfect a cell, the production of viral progeny is likely to use proteins from multiple parental viral genotypes. This results in group-level phenotypes that have the potential to influence selection. Specifically, using agent-based intercellular simulations we find, in agreement with previous studies, that coinfection of cells by viruses relaxes the strength of purifying selection, and thereby increases the rate of deleterious mutation accumulation. We further find that cellular heterogeneity in viral output exacerbates the rate of deleterious mutation accumulation, regardless of whether this heterogeneity in viral output is stochastic or is due to variation in cellular multiplicity of infection. These results highlight the need to consider the unique life histories of viruses and their population structure to better understand observed patterns of viral evolution.

ABSTRACT

Maria Luiza Andreani - Univesity of Campinas – Brazil

MCR bearing Salmonella enterica phylogeny and the evolution of antibiotic resistance

Maria Luiza Andreani, Juliana José, Marcelo Brocchi

University of Campinas

The emergence of new antibiotic resistance mechanisms is a major public health concern. Colistin is a last resort antibiotic to which resistance genes have increasingly been reported, with at least 10 different variations registered to date. Although colistin is not a preference for clinical treatment, it is widely used in animal production, creating an environment where resistance can rise, spread, and be undetected. Salmonella enterica is a gram-negative bacterium that can infect both humans and livestock and has been shown to carry mobilized colistin resistance (mcr) genes, posing as a potential threat to public health. In order to control mcr spread and antibiotic resistance rise on Salmonella enterica a better understanding of evolutionary context is necessary. Here, we analyze the phylogenetic relationship among Salmonella enterica isolates coming from environmental and clinical context and harboring at least one plasmid with mcr genes (mcr-1 to mcr-9) as well as their pangenome. Moreover, we also analyze the phylogenetic relationship of the plasmids present on those isolates, unraveling the relationship among different mcr variants in Salmonella. This data provide a better understanding of colistin resistance spread and status on Salmonella and can be useful to prevent it by public health measures.

ABSTRACT

Callum Arnold - Pennsylvania State University - US

Data4Action: SARS-CoV-2 Seroprevalence in a University Community

*Arnold, Callum R.K. (MSc)1,2; *Srinivasan, Sreenidhi (PhD)2,3; Herzog, Catherine M. (PhD)2,3; Gontu, Abhinay (MVSc)4; Bharti, Nita (PhD)1,2; Small, Meg (PhD)5,6; Rogers, Connie J. (PhD)7; Schade, Margeaux M. (PhD)5; Kuchipudi, Suresh V2,4 (PhD); Kapur, Vivek (PhD)2,3,8; Read, Andrew (D.Phil)1,2,3; Ferrari, Matthew J. (PhD)1,2

1Department of Biology, Pennsylvania State University, University Park, PA, USA 16802; 2Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, PA, USA 16802; 3Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, PA, USA 16802; 4Department of Veterinary and Biomedical Sciences, Pennsylvania State University, University Park, PA, USA 16802; 5College of Health and Human Development, Pennsylvania State University, University Park, PA, USA 16802; 6Social Science Research Institute, Pennsylvania State University, University Park, PA, USA 16802; 7Department of Nutritional Sciences, Pennsylvania State University, University Park, PA, USA 16802; 8Department of Animal Science, Pennsylvania State University, University Park, PA, USA 16802; * Contributed equally

The COVID-19 pandemic has been characterized by great uncertainty, particularly during the earlier stages when less was known about transmission dynamics and the efficacy of preventative actions. Prior infectious disease research had highlighted the potential for large outbreaks in highly structured transient populations, such as returning University students interacting with local communities. Concern at Pennsylvania State University, home to approximately 35,000 returning students, prompted the development of a longitudinal cohort study to examine the communication and interaction between the two cohorts, and the effect on SARS-CoV-2 incidence within each, surrounding and during the 2020 Fall term.

Despite high incidence observed within the returning student cohort (31.2% of 625 returned positive IgG titers), the seroprevalence within the surrounding community remained low and stable either side of the Fall 2020 term (5.5% prior; 8.2% post). Correcting for plausible values of antibody test specificity and sensitivity, no scenarios demonstrated a significant increase in community seroprevalence. 94.1% of students reported PCR tests prior to study enrollment, with only 15.8% listing a positive result, of which 93.3% occurred after the start of the Fall term. Only contact with a known COVID-positive individual, and attendance of gatherings up to 50 individuals, were significant predictors of antibodies among returning students. These results indicate that the majority of infections among returning students occurred on campus, and the potential for local-scale heterogeneity in mixing with rare transmission between cohorts. The underlying mechanism of the disparate transmission dynamics is currently not known, but is the subject of ongoing components of the Data4Action project: multiple waves of student and community resident serology samples and behavioral survey responses will allow for a deeper exploration of the individual risk factors within each cohort.

ABSTRACT

Tal Azagi - National Institute for Public Health and the Environment, RIVM. Academic Medical Center, AMC - The Netherlands

Circulation of Babesia Species and Their Exposure to Humans through Ixodes Ricinus

Tal Azagi *,Ryanne I. Jaarsma Arieke Docters van Leeuwen Manoj Fonville Miriam Maas ,Frits F. J. Franssen Marja Kik Jolianne M. Rijks Margriet G. Montizaan Margit Groenevelt Mark Hoyer Helen J. Esser Aleksandra I. Krawczyk ,David Modrý,Hein Sprong and Samiye Demir

Centre for Zoonoses & Environmental Microbiology, Centre for Infectious Disease Control, National Institute for Public Health an

Human babesiosis in Europe has been attributed to infection with Babesia divergens and, to a lesser extent, with Babesia venatorum and Babesia microti, which are all transmitted to humans by Ixodes ricinus ticks. These Babesia species circulate in the Netherlands, but autochthonous human babesiosis cases have not been reported so far. To gain more insight into the natural sources of these Babesia species, their presence in reservoir hosts and in I. ricinus was examined. In a cross-sectional study, qPCR-detection was used to determine the presence of Babesia in 4611 tissue samples from 27 mammalian species and 13 bird species. Reverse line blotting and qPCR detection of Babesia species were used to test 2849 questing I. ricinus. Babesia microti was found in two rodent species: Myodes glareolus and Apodemus sylvaticus, whereas B. divergens was detected in the geographically restricted Cervus elaphus and Bison bonasus, and occasionally in free-ranging Ovis aries. B. venatorum was detected in the ubiquitous Capreolus capreolus, and occasionally in free-ranging O. aries. Species-specific PCR revealed a higher prevalence of B. venatorum and B. divergens than disclosed by qPCR detection. The infection rate of zoonotic Babesia species in questing I. ricinus ticks was higher for Babesia clade I (2.6%) than Babesia clade X (1.9%). Co-infection of B. microti with Borrelia burgdorferi sensu lato and Neoehrlichia mikurensis in questing nymphs occurred more than expected, which reflects their mutual reservoir hosts, and suggests the possibility of co-transmission during a tick bite. The ubiquitous spread and abundance of B. microti and B. venatorum in their reservoir hosts and questing ticks imply some level of human exposure through tick bites. The restricted distribution of the wild reservoir hosts for B. divergens and its low infection rate in ticks might contribute to the absence of reported autochthonous cases of human babesiosis in the Netherlands.

ABSTRACT

Rachel Baker - Princeton University - US

The climate drivers of COVID19

Rachel E. Baker, Wenchang Yang, Gabriel A. Vecchi, C. Jessica E. Metcalf, Bryan T. Grenfell

Princeton University

The climate drives the seasonality of many endemic, directly-transmitted diseases. However the implications of climate for an emerging pathogen, such as SARS-CoV-2, are unclear. Here we show that the climate plays a limited role in determining the early pandemic, when susceptibility is high. As susceptibility declines, the role for climate is increasingly revealed, including complex interactions with non-pharmaceutical interventions.

ABSTRACT

Kevin Bakker - University of Michigan - US

Creating early warning systems using wastewater-based epidemiology

Kevin Bakker & Krista Wigginton

University of Michigan

1As a composite biological sample of an entire community, municipal wastewater contains valuable epidemiologic information. The COVID-19 pandemic has accelerated interest in wastewater-based epidemiology (WBE) as SARS-CoV-2 genes can be detected in the feces of infected individuals. Due to the 2-10 day incubation period and the variability in testing availability, there is a lag between when a COVID-19 case is reported and when the initial transmission occurred. When considering asymptomatic infections, reported clinical cases are not representative of overall community burden. WBE enables the early detection of increased COVID-19 transmission, as exposed individuals shed the virus early in the incubation period of infection. Here we use a combination of field, lab, and computational approaches to link wastewater concentrations of SARS-CoV-2 with diagnosed clinical cases to create an early warning system to alert public health officials when a change in SARS-COV-2 community transmission is occurring.

ABSTRACT

Kelsee Baranowski - Penn State University - US

Connections between winter diet resources and Black Flying Fox roost occupancy near Brisbane, Australia

Kelsee Baranowski, Christina Faust, and Nita Bharti

Department of Biology, Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA

Hendra virus is a henipavirus found in Australia that spills over from Pteropus bats, known as flying foxes, to horses, small domestic animals, and humans, with a high case fatality rate in spillover species. Black flying foxes are most implicated in spillover events and most events have occurred along Australia’s east coast. Many spillover events occur in winter months, during bottlenecks of flying fox diet resources. Human population growth and deforestation in their range have increased spatial overlap of reservoirs and susceptible hosts. We investigate the links between the loss of winter nectar resources and black flying fox roost dynamics near Brisbane, Australia.

We located roosts occupied by black flying foxes in 2019 using the National Flying Fox Monitoring program. We measured the abundance and distribution of winter diet species biennially from 1997 to 2017 using Queensland’s Vegetation Management Regional Ecosystem maps and assessed loss within a 20km radius of occupied roosts. We then used a logistic regression mixed-effects model to identify key resource predictors of black flying fox roost occupancy.

We detect a serial loss of flying fox winter habitat throughout Southeastern Queensland as the frequency of Hendra spillover events increased. Over 264,000 hectares of patches dominated by winter nectar resources were lost in foraging areas, with some roosts experiencing a loss of over 15% since 1997. Roosts with greater remaining winter foraging areas were more likely to be occupied.

Changes in the distribution of flying foxes reflect a change in foraging habitats and food security, likely due to environmental and anthropogenic influences. Flying foxes are important pollinators for eucalypt forests and native habitat is crucial for the continuance of their ecosystem services. Protection and restoration of winter resources are critical for attracting bats away from susceptible hosts and lowering the risk of Hendra virus spillover.

ABSTRACT

Camilo Barbosa - University of Michigan - US

Reproducibility of antibiotic resistance evolution of Enterococcus faecium in vivo and in vitro

Camilo Barbosa, Andrew F. Read, Robert J. Woods

Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Department of Biology, Center for Infectious Disease Dynamics, Pennsylvania State University, University Park PA 16802, USA; Department of Entomology, Center for Infectious Disease Dynamics, Pennsylvania State University, University Park PA 16802, USA; Huck Institutes of the Life Sciences, Pennsylvania State University, University Park PA 16802, USA

1Evolution is the root of the antibiotic resistance crisis. Clarifying the evolutionary processes leading to resistance, in particular the determinants of chance and repeatability, are thus pivotal to understanding how pathogens adapt to drugs and identifying alternative treatment strategies that are informed by evolution and favor continued treatment efficacy whilst minimizing the likelihood of adaptation. Two important open questions are how reproducible antibiotic resistance evolution is within human hosts and to what extent those evolutionary paths seen in vivo can be recapitulated in vitro. To address these two questions, we retrospectively identify changes in resistance against daptomycin and linezolid when these drugs are used as the main treatment in patients with blood stream infections with Enterococcus faecium. E. faecium isolates from blood cultures of hospitalized patients are routinely stored in our lab. Twelve patients were identified with in vivo resistance evolution of E. faecium to daptomycin and six to linezolid, each obtained from Indiapendent patients. We fully sequenced and assembled the genomes of 18 initially sensitive isolates. We then performed whole genome sequencing of the subsequent isolates showing an increase in resistance against the corresponding drug within the same patient to identify the repeatability of genomic changes associated with resistance. Additionally, each of the 18 initially sensitive isolates was used to found 20 Indiapendent biological replicates for in vitro evolution against increasing concentrations of the corresponding drug in order to determine whether the same mechanisms identified in vivo emerge in vitro. This study casts light on the role of determinism and contingency in evolution, with potential implications for medical treatment.

ABSTRACT

Karla Tatiana Barcenas Barreto - Dept. of Biological Sciences, Faculty of Science, University of Calgary - Canada

Echinococcus multilocularis infections in client-owned dogs may help disclose their role in human infections in Alberta, Canada

Tatiana Barcenas1, Emilie Toews1, Sylvia Checkley2, Marco Musiani1,2, Alessandro Massolo2,3

1. Landscape Ecology Research Group, Department of Biological Sciences, University of Calgary, Alberta, Canada. 2. Department of Ecosystem and Public Health, Faculty of Veterinary Medicine, University of Calgary, Alberta, Canada. 3. Ethology Unit, Department of Biology, University of Pisa, Italy.

The interface between wildlife, humans and domestic animals is increasing globally, facilitating cross-transmission of zoonotic parasites. Echinococcus multilocularis (Em) is a tapeworm whose life cycle involves rodents as intermediate hosts and canids including foxes, coyotes and dogs as definitive hosts. Moreover, Em is the aetiological agent of Alveolar Echinococcosis (AE) in humans and it has been reported as neglected in most of its range. During the last decade, unprecedented human cases have been detected in Alberta, Canada, following the report of an unexpectedly high prevalence of intestinal echinococcosis in urban coyotes. The route of transmission to humans is still matter of debate, but domestic dogs seem to be potential sources of transmission. Dogs can develop intestinal infections and thus spread the parasite eggs through their faeces, but they can also act as dead-end intermediate hosts, developing multi-organ lesions similar to AE. Unfortunately, Em infections in dogs are still unknown. Through the sampling of faeces and serum of 400 client- owned dogs from the cities of Calgary and Edmonton, and through the administration of surveys to dog-owners on their dogs demographics and walking habits, our project aims to: i) estimate the prevalence of intestinal and alveolar Echinococcosis, and ii) assess the risk factors of Em infections in these populations. Moreover, we will assess the risk of exposure to Em for animal health practitioners and dog owners. Surveillance of Em in canine populations is crucial, as dogs may act as sentinels for AE in humans and also may contribute to the urban contamination by this parasite.

ABSTRACT

Lewis Bartlett - University of Georgia - US

Bringing more realistic ecology into modelling how spatial structuring constrains virulence evolution.

Lewis J. Bartlett (1)

1 - Center for the Ecology of Infectious Diseases, UGA, USA

Both theory and empirical work bodies have well demonstrated the principle of spatial structuring constraining pathogen virulence, with increasingly mixed populations selecting for more virulent strains as optimal phenotypes change in response to shifting host ecology. Here, I present for the first time new directions as well as my recently published work (Bartlett & Boots 2021, Journal of Theoretical Biology) demonstrating the robustness of this core understanding of how space constrains virulence when relaxing assumptions around the role of reproduction by infected hosts. While the fundamental rule of increasingly mixed populations corresponding to selection for increasingly virulent pathogens stands up to biological scrutiny, previously documented nuances of the space-virulence relationship (such the ‘virulence hump’) reveal themselves as consequences of unrealistic assumptions of full castration by pathogens, arguably simplifying our understanding of virulence evolution in nature. Having shown that this relationship stands up relaxation of some core assumptions (paying the price of loss of some analytical tractability and insight), I outline future directions for exploring which biological systems correspond to different systems of reproduction by infected hosts, structuring of reproduction, structuring of infection, and host lifespan. This exploration of different host demographies and spatial structuring of infection processes will hopefully identify interesting systems for further testing of where this framework does or doesn’t well generalise. For example, mosaic viruses in plants have been shown to lead to better attraction of pollinators, increasing reproduction rate rather than castrating the host – it is unexplored in the theoretical body how this shapes virulence evolution in what are often highly structured spatial systems. I speculate here on some of these interesting cases and begin to explore the predicted evolutionary consequences of how realistic host ecology shapes the space-virulence relationship. 49

ABSTRACT

Laura Bashor - Colorado State University - US

SARS-CoV-2 evolution in animals suggests mechanisms for rapid variant selection

Laura Bashor, Roderick B. Gagne, Angela M. Bosco-Lauth, Richard A. Bowen, Mark Stenglein, Sue VandeWoude

Department of Microbiology, Immunology, and Pathology, Colorado State University; Department of Pathobiology, Wildlife Futures Program, University of Pennsylvania School of Veterinary Medicine

SARS-CoV-2 spillback from humans into domestic and wild animals has been well- documented. Cats, mink and ferrets are susceptible via experimental inoculation and natural exposures, and transmission cycles have been perpetuated in these species. We sequenced full genomes of Vero-cell expanded SARS-CoV-2 inoculum and virus recovered from cats (n=6), dogs (n=3), hamsters (n=3) and ferret (n=1) following experimental exposure. Five nonsynonymous changes relative to the USA-WA1/2020 prototype strain in nsp12, S, N and M genes were near fixation in the stock used for inoculation, but had reverted to wild-type sequences at these sites in dogs, cats and hamsters within 1-3 days post-exposure. Fourteen emergent variants (six in nonstructural genes, six in spike, one in orf8) were detected in viruses recovered from animals. This included substitutions in spike residues H69, N501, and D614, which also vary in human lineages of concern. Even though live virus was not cultured from dogs, substitutions in replicase genes were readily detected in amplified sequences. The rapid selection of SARS-CoV-2 variants in vitro and in vivo reveals residues with functional significance during host-switching. This also illustrates the potential for spillback from animal hosts to accelerate evolution of new viral lineages, findings of particular concern for dogs and cats living in households with COVID-19 patients. More generally, this glimpse into in vitro and in vivo host switching reveals the unrealized rapidity and plasticity of viral evolution in experimental animal model systems.

ABSTRACT

Arnaud Bataille - CIRAD - France

Combining viral genetic and animal mobility network data to unravel peste des petits ruminants transmission dynamics in West Africa

Arnaud Bataille and Andrea Apolloni

CIRAD

Peste des petits ruminants (PPR) is a deadly viral disease that mainly affects small domestic ruminants. This disease threaten global food security and rural economy but its control is complicated notably because of extensive, poorly monitored animal movements in infected regions. Here we combined the largest PPR virus genetic and animal mobility network data ever collected in a single region to improve our understanding of PPR endemic transmission dynamics in West African countries. Phylogenetic analyses identified the presence of multiple PPRV genetic clades that may be considered as part of different transmission networks evolving in parallel in West Africa. A strong correlation was found between virus genetic distance and network-related distances. Viruses sampled within the same mobility communities are significantly more likely to belong to the same genetic clade. These results provide evidence for the importance of animal mobility in PPR transmission in the region. Some nodes of the network were associated with PPRV sequences belonging to different clades, representing potential “hotspots” for PPR circulation. Our results suggest that combining genetic and mobility network data could help identifying sites that are key for virus entrance and spread in specific areas. Such information could enhance our capacity to develop locally adapted control and surveillance strategies, using among other risk factors, information on animal mobility.

ABSTRACT

Noémie Becker - Ludwig-Maximilians-Universität München - Germany

Evolution of a protein family involved in immune resistance in the Eurasian Lyme Disease agent Borrelia bavariensis

Robert E. Rollins, Janna Wülbern, Florian Röttgerding, Tristan Nowak, Sabrina Hepner, Kozue Sato, Minoru Nakao, Sergey Kovalev, Hiroki Kawabata, Volker Fingerle, Gabriele Margos, Yi- Pin Lin, Peter Kraiczy and Noémie S. Becker

Faculty of Biology, Ludwig-Maximilians Universität München, Germany; Faculty of Biology, Christian-Albrechts-Universität zu Kiel, Germany; Institut für Medizinische Mikrobiologie und Krankenhaushygiene, Universitätsklinikum Frankfurt, Goethe-Universität, Germany; Wadsworth Center, New York State Department of Health, Albany, New York, USA; National Reference Center for Borrelia, Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit, Oberschleißheim, Germany; Department of Bacteriology I, National Institute for Infectious Disease, Tokyo, Japan; Asahikawa Medical University, Department of Parasitology, Asahikawa, Japan; Laboratory of Molecular Genetics, Department of Biology, Ural Federal University, Yekaterinburg, Russia.

1Borrelia bavariensis is one of the causative agents of Lyme Borreliosis in Eurasia and is frequently isolated from human patients with severe Lyme disease manifestations (i.e. neuroborreliosis) while being rare in the environment. The B. bavariensis type-strain, PBi, utilizes various proteins to bind and inactivate complement proteins, and, through this, evades immune mediated killing. Some of these proteins are encoded by genes belonging to the Pfam54 family and are located in a multi-gene array on the linear plasmid (lp) 54. Here we report an analysis of the PFam54 gene family in 47 patient and tick isolates originating from both Asia and Europe. For all isolates, whole genome sequencing data was obtained, and the core genome assembled including the linear plasmid 54 (lp54). We show that B. bavariensis displays high variability in gene copy number and sequence and that the evolution of the protein family is very complex. Additionally, we found that two European strains isolated from human patients are missing the full PFam54 gene array. Both have higher sensitivity to human immune serum with corresponding increases in the deposition of human complement proteins. However both are still infectious to mice. Our results highlight the variability of this important gene family and argues for the inclusion of multiple strains arising from multiple geographic regions in future analysis to address the question of host adaptation and immune evasion in Borrelia burgdorferi sensu lato.

ABSTRACT

Sophie Belman - Wellcome Sanger Institute/University of Cambridge - UK

Elucidating the Spatiotemporal Dynamics of Streptococcus pneumoniae in South Africa

Sophie Belman, Shabir A. Madhi, Anne von Gottberg, Mignon du Plessis, Stephen Bentley, Henrik Salje

Wellcome Sanger Institute/University of Cambridge

Streptococcus pneumoniae (the pneumococcus) is a globally distributed, human obligate bacteria that causes approximately 3 million severe cases and 300,000 deaths globally each year. Despite the enormous public health burden, the extent of pneumococcal spread across different spatial scales remains largely unknown. This knowledge gap is driven by this species’ substantial asymptomatic carriage and large-scale diversity, comprising over 800 distinct genotypes with 100 antigenically unique serotypes. Here we focus on South Africa and develop phylogeographic approaches that explore pneumococcal spread across different spatial scales. We analyze 6920 geolocated genomes from all nine South African provinces collected between 2000 and 2014. We found strong spatial structure – pairs of isolates from the same province had 1.3 (95% Confidence Intervals 1.18-1.43) times the odds of being from the same genotype than isolates across provinces. To obtain more fine-scale resolution we built time-resolved phylogenies for nine genotypes present in all provinces (N=2579 sequences) including 4208 sequences from other countries. By comparing the evolutionary relationship and spatial separation between pairs, we estimate a geographic rate of spread between 45.7 and 67.1 km/year. Despite this spread, we find that the pneumococcus retains spatial structure over long time periods. Sequence pairs from the same genotype and the same Province had 4.69 [3.37-7.36] times the odds of being closely related (having a Most Recent Common Ancestor (MRCA) within the prior 3 years) than pairs from distant provinces (>1000km apart); falling to 2.38 [1.93-2.71] after 10 years and becoming homogenously mixed across South Africa (Odds Ratio (OR) =1) only after 50 years. However, even after 50 years, sequence pairs within South Africa remained more similar than to sequences from other African countries (OR 0.22 [0.17-0.27]) and continents (OR 0.29[0.24- 0.33]). These findings suggest species mobility but with entrenched circulation over long time periods, providing further insight into pneumococcal pathogen ecology.

ABSTRACT

Thomas Beneteau - IRD - France

Episome partitioning and symmetric cell divisions: quantifying the role of random events in the persistence of HPV infections

Thomas BENETEAU, Christian SELINGER, Mircea T. SOFONEA, Samuel ALIZON

IRD, University of Montpellier, CNRS

Every year, infections by Human Papillomaviruses (HPV) are responsible for a large share of infectious cancers. Most HPV infections (80 to 90%) are cleared naturally within three years. Among the few that persist into chronic infections, the majority (88%) also regress. Hence for a given HPV infection, the risk of progression towards cancerous status is low. Unfortunately, the prevalence of HPVs is very high, which makes it a major public health issue. The immune response is often invoked to explain HPV clearance in non-persisting infections but many uncertainties remain. Besides immunity, randomness has also suggested to play an important role. Here, we examine how random events occurring during the life cycle of the virus could alter the persistence of the virus inside the host. We develop a mechanistic model that explicitly follows the dynamic of viral copies inside host cells, as well as the dynamics of the epithelium. In our model, infection extinction can occur because all the virus copies end up in the differentiated cell upon cellular division or because a stem cell divides symmetrically to generate two differentiated cells.

We find that the combination of these random events drastically affects infection persistence. More generally, the importance of these random fluctuations could match that of immunity and call for further studies at the within-host and at the epidemiological level.

ABSTRACT

Yassine Benserida - University of Tlemcen - Algeria

Bio-monitoring and characterization of culicidogenic deposits of the Algerian west coast

BENSERIDA Yassine, ABDELLAOUI HASSAINE Karima & BETTIOUI Réda

University of Tlemcen, Faculty of Natural and Life Sciences and Earth and Universe Sciences. Research Laboratory "Valuation of Human Actions for the Protection of the Environment and Public Health Applications" B.P.119, Tlemcen, Algeria.

Culicidae are Nematocera Diptera that transmit various animal and human ailments. An entomological study is carried out for 5 months, in three regions on the far west coast of Algeria (Nedroma, Sidi Youchaa and Ghazaouet) in order to verify the presence of the vector Ae. albopictus. Starting from eleven productive roosts (4 created and 7 prospected), Culicidae populations are made up of five species, four of which belong to the Culicinae subfamily and only one to the Anophelinae subfamily. The stands are poor in species, very little diversified and of low regularity. The most abundant species is Culiseta longiareolata (69%) proliferates in all roosts. Omnipresent, plastic, it remains strongly dominant in these artificial deposits generated by man. Orthopodomyia pulcripalpis comes second with 22%, followed by Culiseta. fumipennis with 7.6%, and more rarely Culiseta. annulata with 0.9% and Anopheles. claviger with 0.5%. The species are all of aggregate distribution. This modest work has not confirmed the presence of the tiger mosquito in this region and the species in place do not appear to be involved in the transmission of important pathogens. The most abundant and frequent species bite humans occasionally. As a result, the risk of transmission of vector- borne diseases is minimal.

ABSTRACT

Amrita Bhattacharya - Pennsylvania State University - US

Exceptions to the rule: Why does resistance evolution not undermine antibiotic therapy in all bacterial infections?

Amrita Bhattacharya, Anton Aluquin, David A Kennedy

Pennsylvania State University

Antibiotic resistance is among the greatest public health crises of the 21st century, but the phenomenon of resistance evolution is not surprising. Antibiotics impose strong selective pressure on bacteria to survive, reproduce, and transmit in their presence leading to the evolution of antibiotic resistance. Yet not all human bacterial infections are affected by resistance evolution. Why? Here we attempt to understand (a) in which cases resistance evolution has not undermined treatment-efficacy, and (b) which factors, if any, can explain these patterns of resistance evolution. We document the observed levels of antibiotic resistance for ‘pathogen x drug’ combinations across 57 different human bacterial pathogens and the subset of 79 antibiotics from 15 drug classes used to treat them. Using AIC-based model selection we analyze 14 different factors believed to be important in resistance evolution and identify ones that best explain the observed variation in resistance levels. Our results show that hospital transmission, conjugative plasmid transfer, and indirect transmission modes are associated with higher levels of resistance whereas being zoonotic, particularly with wild animal reservoirs, is associated with lower levels of resistance. Surprisingly, factors such as global drug use, time since drug discovery, and environmental reservoirs appear to be less important in predicting resistance evolution. To the best of our knowledge this work is the first systematic analysis of resistance evolution across such a wide range of human bacterial pathogens (including pathogens where resistance may be less common). Insights gained from these results may help guide public health policies on mechanisms of resistance control.

ABSTRACT

Zane Billings - University of Georgia - US

Exploring the effect of host factors on the relationship between pre-existing immunity and influenza vaccine response

W. Zane Billings, Andreas Handel

Department of Epidemiology and Biostatistics, University of Georgia

Most patients who have previous exposure to influenza antigens included in the seasonal influenza vaccine tend to have less of an immune response to the vaccine than patients without previous exposure. Recent modeling predicts that the relationship between preexisting immunity and increase in antibody titer following vaccination will exhibit a negative linear relationship on a log-log scale. (Zarnitsyna VI et al. Multi-epitope Models Explain How Pre-existing Antibodies Affect the Generation of Broadly Protective Responses to Influenza. PLoS Pathog. 2016.) The model also predicts that an increase in antigen dose will shift the curve upward, i.e. the increase in vaccine response will be larger for a given pre- existing amount of immunity. To test the model predictions and further explore the relation between pre-existing immunity, dose and vaccine responses, we used data from a human vaccine cohort study. We explored both homologous and heterologous responses , and evaluated interactions with other host factors, such as age, and sex. We find that while some of the observed patterns match the model predictions, some of the data show patterns that conflict with model predictions. Our observations suggest the need to further modify and refine the current model.

ABSTRACT

Alexandre Blake - Penn State University - US

Metapopulation dynamics of Cholera surrounding Lake Tanganyika in Democratic Republic of Congo

Alexandre Blake, Nita Bharti

Center of Infectious Diseases Dynamics

Cholera is a bacterial water-borne diarrheal disease endemic in the Great Lakes region of Africa. The pathogen, Vibrio cholerae, can persist in aquatic environments and transmit through contaminated water as well as interhuman contacts. Kalemie, a town on the shore of Lake Tanganyika in the Democratic Republic of Congo (DRC) reports cholera cases every year and the neighboring areas occasionally report outbreaks.

Here, we assess the importance of metapopulation dynamics between an endemic area, Kalemie, and neighboring areas. In the future, we will estimate the relative contributions of environmental infections and interhuman transmission to cholera persistence to design better short-term cholera control strategies.

We identified the main settlements within 500 kilometers of Kalemie and performed a network and a cost distance analysis to assess the regional connectivity. We performed a community detection analysis and estimated betweenness centralities to identify areas with settlements more closely connected and regions from which cholera could spread more easily. Finally, we used nighttime radiance data and a radiation model to estimate population mobility and its seasonal variation between Kalemie and the rest of the area.

We identified six to seven communities and three regions with the highest betweenness centrality. Kalemie’s population varied seasonally, increasing during rainy seasons. Approximately 22.5% of Kalemie’s population leaves and returns and the equivalent of 32.7% of Kalemie’s population arrives from surrounding areas and leaves throughout the year; influxes are more pronounced during the rainy season. 48.6% and 28.5% of the population inflow and outflow were to other cholera endemic towns.

Seasonal population movements can reintroduce cholera to endemic areas. We show that Kalemie has the potential to seed cholera in neighboring areas through regional connectivity and important seasonal population mobility. The relative contribution of the environmental reservoir remains to be further explored in the endemic areas.

ABSTRACT

Francois Blanquart - CNRS - France

Estimating superspreading from genomic data

Audrey Duval, Peter Czuppon, Olivier Tenaillon, François Blanquart

INSERM, CNRS

The dispersion in the number of secondary infection (“superspreading”) is an important determinant of infectious diseases dynamics and control. Yet it may be difficult to measure with epidemiological studies, in particular when not all infections are easily detected. Here we use SARS-CoV-2 genomic data from the COVID-19 Genomics UK consortium to infer superspreading. The 10000s of genomes sequenced in the UK have allowed identification of >1000 “transmission lineages”, which are SARS-CoV-2 clades descending from an importation event in early 2020 and igniting a fraction of the UK epidemic (du Plessis et al. Science 2021). We aim to explain the variability in lineage size emerging from (i) the variability in the timing of importation (early lineages imported before the lockdown are the biggest), (ii) the stochastic variability explained by superspreading, and (iii) the sampling of a fraction of the epidemic (~1%) for sequencing. We developed an explicit stochastic model describing the whole UK epidemic as a collection of stochastic epidemics initiated by importations and the sampling process. We infer the most likely true number of importations contributing to the UK epidemic and the level of superspreading. This work explicitly links phylodynamic analyses with a fully stochastic description of the epidemic and provides better estimates of superspreading thanks to the use of a very large number of infections sampled in the community.

ABSTRACT

Manon Blin - University of Perpignan Via Domitia - France

SNP-SchistoLAMP : Rapid identification method to differentiate between Schistosoma species based on a single nucleotide polymorphism using LOOP- mediated isothermal amplification

Manon Blin, Julien Portela, Jérôme Boissier

Hosts Pathogens Environments Interactions, UMR 5244, CNRS, IFREMER, UM, University of Perpignan Via Domitia, F-66860 Perpignan, France and SAS ParaDev®, 66860 Perpignan, France

Single nucleotide polymorphisms (SNPs) are single-based mutations in DNA specific location. The identification of SNP polymorphism is widely used in several domains such as medical diagnostic, drug resistance associated marker or species identification. Recently, it has been demonstrated that the use of LOOP-mediated Isothermal Amplification method (LAMP) could be a good alternative of the classical PCR-based method for SNP identification. Interestingly, the LAMP method possess all the characteristics required for easy adaptability to field conditions and ecological applications. LAMP uses low cost products and equipment, and the cold chain is not an obligation. Herein, we report the development of a new rapid identification tool enable to distinguish between two parasites species where larval stages are not morphologically distinguishable. The method was developed on Schistosoma haematobium (human parasite), and Schistosoma bovis (animal parasite) and the hybrids resulting from their hybridizations. We focused our development on one of the five Internal Transcribed Spacer (ITS) SNPs known to differentiate the two species. The SNP-SchistoLAMP method was validated using adults and all the parasite larval stages (miracidium and cercariae) using extracted DNA processed by a simple and quick DNA extraction method in order to keep the field applicability. This method has interesting application in the field to differentiate between human and animal infecting parasites, and their hybrids and thus the zoonotic potential of this pathogen. More generally SNP-LAMP method have great potential in ecology.

ABSTRACT

Lisa Bono - Emory University - US

You can have your cake and eat it, too: adaptation to a novel host does not cause strong selection when returned to the original host

Lisa M. Bono, Victoria A. Sharp, Natasha Jacko, and Siobain Duffy

Bono (Emory University), Sharp and Duffy (Rutgers University), Jacko (University of Pennsylvania)

1Viruses exist in a world where they are constantly being exposed to potential hosts. The environment plays a critical role in avoiding or compensating for costs associated with host range expansion. Selection can filter costly mutations but only if they are costly in that environment, because selection is blind to costs not faced in the current environment. Most studies of host range expansion focus on the early stages of adaptation to a novel host, but little is known about how viruses respond when they return to their original host afterwards. We performed a series of evolution experiments using the dsRNA bacteriophage phi6 to test how phage that had experienced selection on novel hosts for ~150 generations responded when subsequently adapted to the original host on which its ancestor specialized, Pseudomonas syringae pv phaseolicola (Pp). Specifically, we tested if these phage reverted back to their ancestral phenotype. To do this, we repeatedly evolved novel host-adapted phage to Pp for ~100 generations. We then tested their host range to see if it contracted after exposure to a single host and found that host range remained broad despite never experiencing selection in many of the hosts. In fact, host range even expanded in a few cases. Furthermore, when we tested the fitness of the ancestors and the evolved populations, we found that experiencing selection on one or two novel hosts does not show evidence of strong selection on phi6. In future, we plan to use whole genome sequencing to identify mutations accumulated during evolution and whether they are new or reversions.

ABSTRACT

Rebecca Borchering - Pennsylvania State University - US

COVID-19 Scenario Modeling Hub

Rebecca K. Borchering 1; Cécile Viboud 2; Emily Howerton 1; Claire P. Smith 3; Shaun Truelove 3; Michael C. Runge 4; Nicholas G. Reich 5; Lucie Contamin 6; John Levander 6; Jessica Salerno 6; Wilbert van Panhuis 6; Katriona Shea 1; Justin Lessler 3 and the COVID-19 Scenario Hub Modeling Teams

1 The Pennsylvania State University, State College, Pennsylvania; 2 Fogarty International Center, National Institutes of Health, Bethesda, Maryland; 3 Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; 4 U.S. Geological Survey, Laurel, Maryland; 5 University of Massachusetts Amherst, Amherst, Massachusetts; 6 University of Pittsburgh, Pittsburgh, Pennsylvania

The COVID-19 pandemic continues to present challenges for mitigation of public health burden. Intervention decisions often require multiple months of projections; accounting for uncertainties involved over such timescales is necessary to provide responsible and effective guidance. The COVID-19 Scenario Modeling Hub has been developed to meet the need for longer-term projections of COVID-19 burden in the United States. Recent rounds of the Scenario Modeling Hub have evaluated combinations of intervention strategies involving different levels of vaccine administration in conjunction with different levels of nonpharmaceutical intervention (NPI) reduction. Repeated rounds and extensive interaction with policymakers and public health professionals has facilitated the development of scenarios that are of greatest policy interest for US COVID-19 mitigation efforts. The incorporation of multiple modeling groups also allows for structured analysis and visualization of key areas of uncertainty, such as the progression of SARS-CoV-2 variants of concern and the role of vaccine hesitancy. Here, we will present further motivation, aspects of development, and recent 6-month projection results for state and national-level cases, hospitalizations, and deaths. Variation in results across modeling groups and states will also be presented.

ABSTRACT

Katherine Bowman - Ohio State University - US

Modelling meteorological indicator’s effects on mosquito-borne disease prevalence

Katherine Bowman, Zachary Miller, Laura Pomeroy

Ohio State University

Every year almost 700 million people suffer from mosquito borne diseases (MBD) like West Nile Virus, Dengue, and Yellow Fever and the spread of these diseases has become a global concern. As our climate warms and changes occur in humidity and precipitation, new niches will open up for mosquitoes. Areas that were once unsuitable will become suitable habitat, and the diseases will follow the mosquitoes.

We know that environmental drivers, such as temperature, humidity, and precipitation, affect the lifecycle of mosquitoes from laboratory studies; however, the real-world relationship between these drivers and MBD prevalence is poorly understood. Based on results of laboratory studies of the mosquito lifecycle, we have chosen to measure the effects of temperature, humidity, and precipitation due to their known effects on the survivability.

In this study, we aim to determine if the percentage of positive mosquito borne diseases is increasing, the number of months with positive mosquito-borne illnesses is increasing, and if weather disturbances (i.e., natural disasters) playing a role in positive mosquito-borne diseases.

We use data from the National Ecological Observation Network (NEON) from 14 sites located throughout the United States to investigate a model-based approach to determining this relationship between mosquito-borne disease and these factors. We use this validated model to quantify this relationship between temperature, humidity, and precipitation and three families of MBD (alphaviruses, flaviviruses, and orthobunyaviruses). We were also able to quantify trends and identify environmental drivers for mosquito abundance. These findings will have an impact in determining which factors will affect mosquito borne disease abundance as our climate changes and where mosquitoes may find new habitats, bringing mosquito-borne diseases with them.

ABSTRACT

Lynda Bradley - Emory University - US

Predicting the effects of aquatic resource pulses on disease: connecting snail host physiology to schistosomiasis infection risk

L.M. Bradley, David J. Civitello

Emory University

Resource pulses are ubiquitous and have cascading effects on population, community—and host-parasite—dynamics. For example, agricultural runoff and nutrient pollution are implicated in increasing schistosomes produced by freshwater snail hosts, causing human and wildlife disease, such as the Neglected Tropical Disease schistosomiasis. It remains unclear which components of snail population and community dynamics are critical in predicting schistosomiasis infection risk following a resource pulse. Investigating how pulse timing affects dynamics across ecological scales can provide insight into what may drive infection risk under resource pulse conditions. Energetics-based host models scaled to population- and community-levels are well-suited to this task because they naturally accommodate how hosts grow, reproduce, transmit, and survive in variable resource environments.

I conducted a simulation study of the effects of resource pulses on the community dynamics of B. glabrata snails and their S. mansoni schistosomes using an energetics individual based model (IBM). I simulated seasonal transmission scenarios in which a small number of founders (drawn uniformly from a realistic size distribution [4-16 mm]), consume logistically growing algae or nonreproductive detritus pulses throughout a 120-day transmission season. Pulse timing was manipulated by inducing one pulse per simulation occurring on different weeks. Simulation results indicate that total transmission potential peaks when pulses occur mid- season. Early investigation explains these results through energetic status and size-structure: mature snails consuming the resource pulse produce high levels of parasites. If pulses occur early in the season, they are utilized primarily by pre-patent juvenile snails—and if pulses occur late in the season, mature snails have died from a competition-induced starvation event. However, mid-season pulses rescue mature snails from a mid-seasonal starvation event and provide abundant resources, increasing both total infected snails and per capita parasite production. I am currently testing these hypotheses with a mesocosm experiment, and will compare these results to the simulation results.

ABSTRACT

Tobias Brett - University of Georgia - US

Understanding the spatial spread of SARS-CoV-2 in Washington state, US

Tobias Brett 1, Shweta Bansal 2, Pejman Rohani 1

1. University of Georgia, 2. Georgetown University

COVID-19 was first detected in the United States on January 19th 2020 in Snohomish County, Washington state. In subsequent weeks the virus spread, with an extensive regional outbreak discovered in late February. To understand the spatial and temporal determinants of viral transmission, we used a spatially-structured mechanistic model to perform statistical inference on time series data of COVID-19 hospitalisations from five counties in Washington. These counties (King, Snohomish, Thurston, Pierce and Kitsap) form the core of the Puget sound metropolitan area, include Seattle, Tacoma and Olympia, and account for around 70% of the state population.

Maximum likelihood estimates of epidemiological parameters were found using an iterated filtering algorithm. Inter-county mobility was constrained using census commuting data. We found that the rapid spatial spread of the virus was much faster than expected based on commuting patterns — suggesting atypical early “superspreading” events as a probable driver. Additionally, we found that the data were consistent with the entire regional outbreak being seeded by the single initial imported case detected in Snohomish county.

Our inference results found little support for commuting flows acting to synchronise counties, despite clear spatial clustering of county-level incidence time series. Instead, the clustering is likely explained by neighbouring counties sharing similar outbreak initiation times and social patterns.

Finally, we investigated the impact of travel restrictions on the future spread of potential SARS-CoV-2 variants in the region. We found no evidence for a “multiplier effect” on disease control by limiting flow between locations. In general, local transmissibility reductions in the origin and destination locations proved more effective at limiting variant dispersal.

ABSTRACT

Liam Brierley - University of Liverpool - UK

Predicting the animal hosts of coronaviruses from genomic data through machine learning

Liam Brierley, Anna Fowler

University of Liverpool

The COVID-19 pandemic has demonstrated the serious risks of new zoonotic coronaviruses transmitting from animals to humans. The immediate animal origin of the causative virus (SARS-CoV-2) has not yet been identified, a notoriously challenging task for emerging disease investigations. Host-virus coevolution leads to specific evolutionary signatures within viral genomes that can inform likely animal host origins.

Using 650 nucleotide sequences describing 222 different viruses in the family Coronaviridae, we trained Indiapendent random forest models using genome composition of whole genome and spike protein sequences in order to predict animal host (of nine possible categories, including human). In hold-one-out cross-validation, predictive accuracy on unseen coronaviruses consistently reached ~73%, indicating evolutionary signal in spike proteins to be just as informative as whole genome sequences. However, different composition biases were informative in each case.

Model predictions for human MERS-CoV and SARS-CoV revealed evolutionary signatures consistent with their intermediate hosts (camelids, carnivores), while human sequences of SARS-CoV-2 were predicted to have bat hosts (suborder Yinpterochiroptera), supporting bats as the suspected origins of the current pandemic. Variation in genome composition can act as an informative approach to predict emerging virus traits as soon as sequences are available. More widely, this work demonstrates the potential in combining genetic resources with machine learning algorithms to address long-standing challenges in emerging infectious diseases.

ABSTRACT

Michael Briga - University of Turku - Finland

The seasonality of three childhood infections in a pre-school term society

Michael Briga, Susanna Ukonaho, Jenni Pettay, Tarmo Ketola, Virpi Lummaa

University of Turku

The seasonality of infections is a ubiquitous phenomenon that can uncover epidemic drivers and inform public health interventions. For directly transmitted childhood infections, the leading rationale is that their seasonality is strongly driven by school-terms, with maxima and minima during school terms and holidays respectively. However, the seasonality of childhood infections in non-school term societies remain poorly known. Here we quantified the seasonality of three easily identifiable childhood infections, smallpox, pertussis and measles in a pre-school and pre-health care society, 18th and 19th century Finland, and test whether the seasonality of infections is driven by seasonal social gathering events. Consistent with our expectation, we found seasonal infection dynamics that differed from those in contemporary school-term societies. For all three infections, tSIR models showed that pathogen transmission had many seasonal maxima, several of which coincided with social gathering events such as New Year and Easter. Statistical analyses showed that pathogen transmission was higher during social gathering events for pertussis but not for smallpox or measles. Our results indicate that human seasonal aggregation is one factor driving infection seasonality, but also show that the seasonality of infection is more variable than previously described in other populations. We discuss the implications of our findings for our understanding of the ecology and drivers of infectious disease dynamics and for the development of effective public health interventions.

ABSTRACT

Ilze Brila - Ecology and Genetics Unit, University of Oulu - Finland

Infection, coinfection and pathogen identity are associated with shifts in diversity and composition of gut microbiota of wild bank voles (Myodes glareolus)

Ilze Brila (1,2), Anton Lavrinienko (2), Eugene Tukalenko (1,2,3) , Eva R. Kallio (2,4), Tapio Mappes (2), Phillip C. Watts (2)

1. Ecology and Genetics Unit, University of Oulu, Oulu, 90014, Finland 2. Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, 40014, Finland 3. National Research Center for Radiation Medicine of the National Academy of Medical Science, Kyiv, 04050, Ukraine 4. School of Resource Wisdom, University of Jyväskylä, Jyväskylä, 40014, Finland

Shifts in microbiota composition and diversity have been associated with many pathogen infections, potentially affecting the host-pathogen interactions. The pathogen-microbiota relationship can be affected by the pathogen species and duration of the infection. Though many wild animals can be infected with multiple pathogens simultaneously, the potential impact of coinfections on host gut microbiota has been poorly studied. Here, we investigate how gut microbiota is associated with a) the presence of infection, b) coinfection status and c) individual pathogens. We used 16S rRNA gene sequencing to characterize the gut microbiota of wild bank voles (Myodes glareolus) and determined the status of four pathogen infections (Anaplasma phagocytophilum, Babesia microti, Borrelia burgdorferi s.l. and Puumala orthohantavirus). We found that infection with at least one pathogen was associated with a shift in community composition and higher phylogenetic diversity. Coinfection status was associated with differences in community composition and dispersion (inter-individual variation) but not α-diversity, while only Puumala orthohantavirus infection was associated with higher α-diversity and altered community composition. We demonstrate that not only the presence or absence of pathogen infection but also coinfection status are associated with shifts in the gut microbiota of wild animals. Thus, identifying the effects of coinfection and interactions between co-occurring pathogens might prove essential in understanding the host-pathogen-microbiota relationship.

ABSTRACT

Joel Brown - Biology Centre of the Czech Academy of Sciences - Czech Republic

The bacterial microbiomes of sylvatic US Triatominae

Joel J. Brown, Sonia M. Rodriguez-Ruano, Anbu Poosakkannu, Giampiero Batani, Justin O. Schmidt, Walter Roachell, Jan Zima Jr, Vaclav Hypsa & Eva Novakova

University of South Bohemia & Biology Centre of the Czech Academy of Sciences

Kissing bugs (Triatominae) are blood-feeding insects best known as the vectors of Trypanosoma cruzi, the causative agent of Chagas’ disease. Considering the high epidemiological relevance of these vectors, their biology and bacterial symbiosis remains surprisingly understudied. While previous investigations revealed generally low individual complexity but high among-individual variability of the triatomine microbiomes, any consistent microbiome determinants have not yet been identified across multiple Triatominae species. We investigated the host-microbiome relationship of five Triatoma species sampled from white-throated woodrat (Neotoma albigula) nests in multiple locations across the USA. We applied optimised 16S rRNA gene metabarcoding with a novel 18S rRNA gene blocking primer to a set of 170 T. cruzi-negative individuals across all six instars. Triatomine gut microbiome composition is strongly influenced by three principal factors: ontogeny, species identity, and the environment. The microbiomes are characterised by significant loss in bacterial diversity throughout ontogenetic development. First instars possess the highest bacterial diversity while adult microbiomes are routinely dominated by a single taxon. Primarily, the bacterial genus Dietzia dominates late- stage nymphs and adults of T. rubida, T. protracta, and T. lecticularia but is not present in the phylogenetically more distant T. gerstaeckeri and T. sanguisuga. Species-specific microbiome composition, particularly pronounced in early instars, is further modulated by locality-specific effects. Our study is the first to demonstrate deterministic patterns in microbiome composition among all life stages and multiple Triatoma species. We hypothesise that triatomine microbiome assemblages are produced by species- and life stage-dependent uptake of environmental bacteria and multiple indirect transmission strategies that promote bacterial transfer between individuals. Altogether, our study highlights the complexity of Triatominae symbiosis with bacteria and warrants further investigation to understand microbiome function in these important vectors.

ABSTRACT

Tenley Brownwright - Penn State University - US

Varying Age-Space Dynamics of 3 Pathogens in Nigeria

Tenley K Brownwright, Matthew J Ferrari

Penn State University

We present the case of 3 antigens, tetanus, rubella, and measles, measured over the same time and place, with varying dynamics. We used data from Nigeria, 2018, collected by the US President’s Plan for Emergency Relief (PEPFAR) program; in this study, samples of blood collected for a prior HIV study were re-analyzed for seropositivity to the three antigens. We then built a spatial interpolation model based on a binomial GAM to predict a full surface raster for each antigen. This method exposed the underlying age-geography patterns of each antigen. We found that tetanus seropositivity was driven almost wholly by vaccination, rubella by exposure, and measles by a mix of vaccination and exposure. These processes led to different ages of population immunity and different areas of the country at high risk. Policy makers can use this knowledge to target these areas with vaccination plans or surveillance systems, and we can use this model to develop a subsequent burden model, taking population into account as well.

ABSTRACT

Julia Buck - University of North Carolina Wilmington - US

A newly-discovered didymozoid trematode infecting the gill of its first intermediate host, the bay scallop

Buck JC, Thompson JB, Crook AS, Smith BA, Priester C, Varney RL, Wilbur AE

UNC Wilmington

Starting in 2012, bay scallops (Argopecten irradians) in North Carolina were observed to be infected by an unidentified macroparasite, and the same parasite has recently been observed infecting bay scallops on the west coast of Florida. Phylogenetic analysis of DNA sequence data from a nuclear 28S rDNA fragment indicates that the parasite is a trematode (fluke) in the family Didymozoidae (superfamily Hemiuroidea) and that it forms a well- supported clade with another didymozoid from Australia. Dissection and histopathological examination reveal that the trematode is using the scallop as a first intermediate host, infecting and greatly distorting the afferent vessels of the host’s gill filaments. Condition analysis reveals that in infected individuals, a higher proportion of body mass is found in the viscera (including parasitized gills) and a lower proportion of body mass is found in the muscle and gonad. The parasite infects (at prevalences as high as 15%) a commercially important bivalve (wild and cultured) and yet has never been described, suggesting that it might be recently introduced or has recently jumped into the scallop host. Regardless of its origins, however, this is only the fourth record of a hemiuroid infecting any bivalve, the second record of a hemiuroid infecting any member of the order Pectinida, and the first record of any trematode using the afferent vessels of its first intermediate host’s gills as a primary infection site. Because the newly-discovered trematode represents a novel threat to an already- imperiled fishery, it merits further investigation.

ABSTRACT

Johan Calderón - Universidad de Los Andes - Colombia

Deltamethrin resistance in Chagas disease vectors colonizing oil palm plantations: implications for vector control strategies in a public health- agriculture interface

Johan M. Calderón, Patricia Fuya, Liliana Santacoloma and Camila González

Universidad de Los Andes

Triatomine bugs are responsible for the vectorial transmission of the parasite Trypanosoma cruzi, etiological agent of Chagas disease. Several triatomine species of the genus Rhodnius have been found inhabiting palm crowns where insects can find shelter in leaves axils and blood from palm-associated vertebrates. Rhodnius prolixus insects have been collected in oil palms in Colombia, and high T. cruzi infection rates were found. Since pest control is carried out in oil palm plantations, continuous exposure to insecticides could be occurring in these triatomines. Some insecticides suggested for pest control in oil palm plantations are also recommended for triatomine control in human dwellings. In this study, our objective was to assess if triatomines inhabiting oil palms exhibit resistance to deltamethrin, an insecticide used for vector control. Rhodnius prolixus nymphs were sampled in oil palms located in Tauramena, Colombia. To determine deltamethrin resistance, biological and biochemical assays were carried out on fifth-instar nymphs from the F1 generation. For biological assays, pure and commercial deltamethrin were used, and in biochemical assays, activities of detoxifying enzymes related to pyrethroid resistance, such as oxidases, esterases and transferases, were quantified. Deltamethrin lethal dosages in R. prolixus from oil palms was significantly higher than in those from a susceptible colony suggesting possible deltamethrin resistance. Moreover, mortality with commercial deltamethrin was very low in insects from oil palms. In biochemical assays, the activity of evaluated detoxifying enzymes was significantly higher in R. prolixus from oil palms than in those from the susceptible colony.

Possible deltamethrin resistance found in R. prolixus insects from oil palms could threaten traditional vector control strategies in urban settings if insecticide-resistant triatomines can migrate from oil palms plantations. We suggest that pest control strategies in oil palm crops should include triatomine surveillance and toxicological monitoring, especially in zones with several Chagas disease cases.

ABSTRACT

Kathryn Campbell - University of Glasgow - UK

Rabies MAD DOG (Method for Assignment, Definition and Designation Of Global lineages)

Campbell, K., Gifford, R., Singer, J., Hill, V., O’Toole, A., Rambaut, A., Hampson, K. & Brunker, K.

University of Glasgow

The ‘Zero by 30’ global strategy, led by the WHO and partners, aims to eliminate human deaths from dog-mediated rabies by 2030. This requires improved and coordinated surveillance to understand the current situation and monitor the impact of control measures. The existing system for classifying rabies viruses defines 7 clades that circulate in domestic dog populations broadly according to their geographic distribution. While useful for a coarse taxonomic classification, this system lacks the definition needed for monitoring the circulation of rabies virus on a more local scale. Here, we propose an updated lineage designation and assignment system for rabies virus based on the dynamic nomenclature proposal for SARS- CoV-2, building upon the existing classification system while introducing greater resolution and depth to lineages. By applying this system to the Cosmopolitan clade of rabies virus we further define 74 lineages within the clade, beyond the 22 reported sub-clades and we identify lineage turnover and extinction previously unseen with the broader classification system. This system will therefore allow for objective descriptions of which lineages are present at spatial scales relevant to the implementation of control programmes, for identifying importations or endemic persistence across borders that require coordination of control measures and for monitoring the successful extinction of lineages. This detailed information has potential to accurately inform control efforts and monitor progress towards elimination.

ABSTRACT

Diego Caraballo - Instituto de Ecología, Genética y Evolución de Buenos Aires/Universidad de Buenos Aires - Argentina

Phylogenetic study of a Rabies terrestrial variant in South America

Diego A. Caraballo(1,2), Susana Russo(3), Laura Novaro(3), Federico Gury-Dohmen(4), Fernando Beltran(4), Cristina Lema(5), Gustavo Palacios(6), Daniel M. Cisterna(5)

1. CONICET-Universidad de Buenos Aires, Instituto de Ecología, Genética y Evolución de Buenos Aires (IEGEBA), Ciudad Universitaria-Pabellón II, Ciudad Autónoma de Buenos Aires C1428EHA, Argentina 2. Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Buenos Aires, Argentina 3. Instituto de Zoonosis “Dr. Luis Pasteur”, Av Díaz Vélez 4821 Ciudad Autónoma de Buenos Aires C1405DCD, Argentina 4. DILAB, SENASA, Av. Paseo Colon 367, Ciudad Autónoma de Buenos Aires C1063ACD, Argentina, 5. Servicio de Neurovirosis, Instituto Nacional de Enfermedades Infecciosas, Administración Nacional de Laboratorios e Institutos de Salud (ANLIS), Dr. Carlos G. Malbrán, Av. Vélez Sarsfield 563, Ciudad Autónoma de Buenos Aires C1282AFF, Argentina 6. United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA.

One of the main outcomes of long-term dog-maintained rabies virus (RABV) enzootics has been the establishment of variants in a wide variety of mesocarnivores. In South America, there are two antigenic variants (AgV) circulating among terrestrial carnivores: AgV1 present in dogs and foxes and AgV2 circulating among dogs, foxes, and other mesocarnivores. This study aims to analyze the phylogenetic relationships of AgV2 lineages and their position in the terrestrial tree.

Full nucleoprotein gene sequences were obtained from 38 AgV2 and 18 AgV1 samples from Argentina, Brazil, and Paraguay isolated between the years 1989-2017. A total of 116 Genbank dog-related RABV sequences were included. A Bayesian phylogenetic analysis was carried out with MrBayes for 2x.108 MCMC generations.

All AgV2 and AgV1 variants from Argentina, Brazil, and Paraguay are reciprocally monophyletic, both included within the Cosmopolitan lineage. The AgV2 lineage splits into three main clades. The first clade (A) is composed of Brazilian dog isolates and splits into two groups (South East 1986-2001; North East 2002-2005); a distinct subclade is related to the SE lineage: Mato Grosso-Paraguay (1989-1991). The second clade (B) is composed of samples from the Brazilian northeastern region (2001-2005): a dog clade and a wild clade. The third clade (C) is composed of three lineages: Argentinaan dog strains (1995-1996), Paraguayan dog strains (1991-1992), and a large group of intermingled dog and wild strains from Argentina.

Different epidemiologic scenarios take place in the region where AgV2 circulates. In Brazil, domestic and wild cycles occur Indiapendently. In Argentina, higher contact levels between dogs and wild species, impede the fixation of host-specific variants. Paraguay would be an overlapping zone between Brazilian and Argentinian cycles. Taking the region as a whole, we conclude that there is an ongoing circulation of RABV which has shifted multiple times between domestic and wild carnivore hosts. 74

ABSTRACT

Olivia Card - Columbia University - US

Examining the Assembly of Tick Host Communities in Staten Island Yards

Card OA1, Fernandez MP2, Gregory N1, Mincone MC1, Kross SM1, Palmer M1, Diuk-Wasser MA1

1. Ecology, Evolution and Environmental Biology Department, Columbia University, New York NY 2. Paul G. Allen School for Global Animal Health, Washington State University, Pullman WA

The dilution effect hypothesis predicts that greater species diversity reduces the transmission of zoonotic pathogens. Under this hypothesis, it is expected that landscape fragmentation will create small patches dominated by one species that is a highly competent Lyme disease (Borrelia burgdorferi) reservoir. Peridomestic tick host assemblages in these fragmented landscapes result from a combination of ecological processes occurring in natural areas (the source) and factors influencing host use of peridomestic settings (the sink). We examine the tick host community composition in peridomestic settings using nestedness analysis, patterns of host co-occurrence, and host associations with three tick species, despite a limited tick sample size. We also examine the association between the host community and backyard features which may attract or repel wildlife. We found that peridomestic host communities were significantly nested. However, the most common host species were raccoons, cats, and squirrels, which are not the most competent Lyme disease reservoirs. Thus, significant nestedness did not correspond to the expected subsets maximizing risk of exposure to borrelia-infected settings in peridomestic areas. Blacklegged ticks (Ixodes scapularis), the main Lyme disease vector on Staten Island, were positively associated with woodchuck presence despite a limited tick sample size. 1

ABSTRACT

Pablo Cárdenas - Massachusetts Institute of Technology - US

Opqua: an epidemiological modeling framework for pathogen population genetics and evolution

Pablo Cárdenas, Mauricio Santos-Vega

Department of Biological Engineering, Massachusetts Institute of Technology; Department of Biomedical Engineering, Universidad de los Andes

Genomic epidemiology has proven to be a revolution in the study of infectious disease, as exemplified by COVID-19 pandemic response. However, although data analysis methods abound for pathogen population genetics, the number of tools available for hypothesis testing is more limited. Here, we present Opqua, an epidemiological simulation framework for pathogen population genetics and evolution (github.com/pablocarderam/opqua). Opqua is flexible and can accommodate disease dynamics with both host-host and vector-borne transmission. The software can account for structured metapopulation models where each subpopulation has unique epidemiological conditions. It can also model environmental events and interventions that change disease dynamics at specific moments in time. In addition, Opqua simulates genetic evolution of pathogens through mutation, recombination, and reassortment. Most importantly, this genetic evolution can in turn shape disease dynamics across a number of dimensions including transmissibility, mortality, recovery rate, host population mobility, intra-host pathogen competition, and even the pathogen evolution rates themselves. The user can easily generate a variety of different plots using the software’s own analysis tools or export the data for use with external analysis pipelines. We present example applications to simulate simplified evolutionary dynamics of SARS-CoV-2 and Plasmodium falciparum. The software is implemented as a Python package and is easy to use, making it a valuable tool for both research and teaching in epidemiology and evolution.

ABSTRACT

Hélène Cecilia - INRAE - France

Rift Valley fever virus hosts are not equal - Modelling infectiousness at the individual level

Hélène Cecilia, Roosmarie Vriens, Raphaëlle Métras, Jeroen Kortekaas, Paul Wichgers Schreur, Mariken de Wit, Pauline Ezanno, Quirine ten Bosch

INRAE, Oniris, BIOEPAR, 44300, Nantes, France ; Wageningen University and Research, Quantitative Veterinary Epidemiology, Wageningen, The Netherlands ; Wageningen Bioveterinary Research, Lelystad, The Netherlands ; Laboratory of Virology, Wageningen University & Research, Wageningen, The Netherlands ; Inserm, Sorbonne Université, Institut Pierre Louis d’Epidémiologie et de Santé Publique (IPLESP), F-75012, Paris, France

1Rift Valley fever is a viral, mosquito-borne, zoonotic disease transmitted to sheep, cattle, goats, and ultimately, humans. Initially constrained to eastern and southern Africa, it is now present in most of the continent including the south west Indian Ocean islands, and has more recently spread to western Asia.

It is still unclear whether some livestock species play a more prominent role in Rift Valley fever virus (RVFV) transmission than others. It has been pointed out that trophic preferences of vectors, as well as husbandry and trading practices, are important to consider. But at the individual scale, there is a critical knowledge gap regarding the quantification of different host species infectiousness. This issue comes down to determining patterns of viral load dynamics in different susceptible species, and the associated probability to infect mosquitoes, which we aim to assess here.

We developed a mechanistic, compartmental, within-host model, representing the infection of target cells and the subsequent production of viral particles, not all of which are infectious. We also reviewed the literature to study the relationship between infectious titers and transmission to mosquitoes.

We fitted this model to time-series of total viral loads (RT-qPCR) and infectious titers (TCID50), measured during experimental RVFV challenge infections performed on calves, lambs, and young goats. We compared the cell-level basic reproduction number and mean generation time, between host species. We then computed the overall infectiousness of these species over the course of their infection, using the dose-response curve fitted to literature data.

We find that lambs have the highest infectiousness to mosquitoes, due to higher peak viraemia and a longer infection. Differences between Aedes and Culex spp. infection rates were significant, and further studies should investigate how this impacts transmission rates. Exploring the effect of these results at the population scale could help design targeted control strategies.

ABSTRACT

Estelle Chabanol - Institut Pasteur de la Guyane - French Guiana

Identification of mosquito species using PCR and capillary electrophoresis

Estelle Chabanol, Ghislaine Prévot, Mathilde Gendrin

Institut Pasteur de la Guyane, Université de Guyane, Ecole Doctorale 587, Institut Pasteur de Paris

Around 250 species of mosquitoes are present in French Guiana, some of which are known vectors of different pathogens responsible for parasitic and viral infectious diseases. Among them, various mosquitoes from the Anopheles genus are able to transmit Plasmodium parasites responsible for malaria, which is still one of the biggest public health concern worldwide. In efforts to better understand the biology of Anopheles species and their ability to transmit pathogens, the identification of mosquito species is an essential problematic during field studies.

Morphological identification requires expertise and high-quality specimens/equipment, and it does not allow any subsequent verification. Moreover, physical manipulations are not compatible with some types of analyses. When local species diversity is high, the design of species-specific PCR primers allowing a good separation between amplicon sizes can be complex. Here, we introduce a molecular technique of species identification based on a simple visual observation combined with PCR amplification and capillary electrophoresis. We amplified DNA with universal ITS2 primers and analyzed it with a capillary electrophoresis device, which precisely determines the size of the amplicons. Based on published sequencing data from morphologically-identified specimens, we defined windows of amplicon size, which, combined to the color of the hindleg tip, allow to discriminate between the five major Anopheles (Nyssorhynchus) species found in our collections. We validated our parameters via Sanger sequencing of the ITS2 amplicons. This method can be particularly useful in situations with an intermediate species diversity, i.e. when the number of local species is too high to define species-specific primers but low enough to avoid individual ITS2 sequencing.

ABSTRACT

Hélène Chabas - ETH Zürich - Switzerland

Epidemiological and evolutionary consequences of CRISPR-Cas reactivity

Hélène Chabas, Viktor Müller, Sebastian Bonhoeffer and Roland Regoes

HC, SB and RR: ETH Zürich , VM: Eötvös Loránd University,

CRISPR-Cas systems are adaptive immune systems that use a complex 3-step molecular mechanism to defend prokaryotes against phages. Viral infections of populations defending with CRISPR-Cas can result in rapid phage extinction or in medium-term phage maintenance. What controls phage fate? Here, we show that two parameters control this epidemiological outcome: the phage escape rate and CRISPR-Cas reactivity (i.e. its probability of resistance acquisition upon infection). Furthermore, we show that CRISPR-Cas reactivity impacts host fitness. From this, we derive that 1) CRISPR-Cas reactivity is a key predictor of the efficiency and of the cost of a CRISPR-Cas system, 2) during a phage infection, there is an optimal reactivity balancing the cost of autoimmunity and immune efficiency and 3) high phage escape rate selects for higher CRISPR-Cas reactivities.

ABSTRACT

Marissa Childs - Stanford University - US

Small-scale gold mining increases malaria risk in the Brazilian Amazon

Marissa L Childs, Erin A Mordecai, Marshall Burke

Stanford University

Land-use changes can dramatically alter the transmission of vector-borne diseases. In the Amazon, small-scale alluvial gold mining has been hypothesized to increase malaria transmission by creating breeding habitat for vectors and increasing human-vector contacts. Movement of infected individuals from mining communities has been suspected of further causing spatial spillover in areas distant from gold mining. Yet the full extent of these impacts on malaria transmission has been difficult to measure. Here, we use longitudinal data on municipalities in the Brazilian Amazon from 2009 to 2015 to identify effects of gold production on malaria transmission while controlling for time-invariant municipality characteristics, statewide temporal trends, and potential confounding processes. We find that interannual increases in gold production increase local malaria incidence for both Plasmodium falciparum and P. vivax. Additionally, we detect effects on P. vivax in municipalities up to 250 kilometers away from gold mining activity, consistent with the differing biology of the parasites with P. vivax more conducive to spillover due to the liver stage of hypnozoites that cause relapses. On average, each additional kilogram of gold production is estimated to result in 0.26 cases of P. falciparum and 59.0 cases of P. vivax malaria. These findings suggest that the impacts of gold mining spread far beyond their immediate locations and can have region-wide effects on the landscape of malaria transmission. 80

ABSTRACT

Hyunjung Chung - University of Connecticut - US

Transmission dynamics of low pathogenicity avian influenza (H2N2) viruses in live bird markets in Northeast USA, 2013-2019

David H. Chung, Mia. K. Torchetti, Mary L. Killian, David E. Swayne, Dong-Hun Lee

Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, Connecticut, USA (D.-H. Lee, D.H. Chung), US Department of Agriculture, Athens, Georgia, USA (D.E. Swayne), US Department of Agriculture, Ames, Iowa, USA (M.K. Torchetti, M.L. Killian)

Live bird market surveillance has been conducted in the Northeast United States to monitor avian influenza viruses (AIV) in domestic poultry and market environments. We identified and sequenced a total of 381 H2N2 low pathogenicity AIV (LPAIV) isolated from active surveillance effort at live bird markets in the Northeast United States, including New York, Connecticut, Rhode Island, New Jersey, and Pennsylvania during 2013-2019. Comparative phylogenetic analysis was used to trace its origin and investigate the transmission dynamics. Complete genome sequencing and phylogenetic analysis support the initial introduction of the wild bird origin H2N2 virus into the live bird markets in Northeast U.S. followed by frequent exchange between live bird markets in Northeastern states. Live bird markets in New York state played a key role in persistence and dissemination of the virus in the live bird markets in the Northeast United States. The frequent detections in the market environment and circulation of the virus between birds and environment suggest that contaminated LBM environment also plays a significant role in maintenance and dissemination of H2N2 LPAIV.

ABSTRACT

David Clark - University of Pittsburgh - US

One has all or all have one: Sex specific differences in aggregation within a guppy host parasitic worm system

David R. Clark, Jessica Stephenson

University of Pittsburgh

Aggregation, such that most hosts are uninfected or have few parasites and a minority are heavily infected, can be caused by differences between hosts in behavior, immune function, and size. These factors can differ by sex in natural systems. In the Trinidadian guppy (Poecilia reticulata), females are larger, more tolerant to parasites, more social, and live longer than males. Because of these sex differences in traits linked both to defense against parasites and parasite transmission, we hypothesize that parasites will be more aggregated among females than among males in guppy populations. We tested this hypothesis with data from 84 guppy populations encompassing 4,715 hosts and 6,688 Gyrodactylus spp. parasites. We used constraint-based models to measure the difference between the observed and null distributions of parasites among their hosts as a measure of aggregation. We used this metric as the response variable in linear mixed models to 1) test for differences in aggregation between the host sexes, and 2) determine which host variables were significant predictors of aggregation between populations. Gyrodactylus spp. parasites were significantly more aggregated among female guppies than among males, and parasites were less aggregated in populations of larger fish. The sex-difference in aggregation is likely driven by sex-specific differences in how hosts interact with conspecifics in the population and with their parasites. Host size may be linked to tolerance in this system: our results suggest that populations of larger, more tolerant hosts have less aggregated parasites because there are a relatively large number of heavily infected hosts. Future work could determine which sex specific characteristics lead to variation in how host sexes interact with parasites, and thus how parasites are distributed among their hosts. Describing sex- and population-level variation in parasite distribution can therefore highlight potential drivers of meaningful variation in parasite load between individual wild hosts.

ABSTRACT

Melissa Collier - Georgetown University - US

Transmission mode determines contact structure and drives pathogen characteristics

Melissa Collier, Gregory F Albery, Shweta Bansal

Georgetown University

Pathogens vary in a range of important characteristics, including transmission mode, infectivity, and duration of infection, which can determine their ability to persist in a population. Although this variation in pathogen traits is fundamental to disease ecology, little is known about the evolutionary pressures that drives these traits. Pathogens can transmit via a range of contact events, facilitated by different host behaviors such as respiration, physical contact, and shared space use. We hypothesize that different host behaviors give rise to differences in contact network structure, constraining the space over which pathogen traits can evolve to maximize fitness.

To investigate this question, we collected and analyzed 207 contact networks of 56 animal species to investigate the impact of behavior type on contact structure and thereby on simulated pathogen traits. We found that contact networks vary by behavior type: most notably, sexual contact networks are sparse, and feature the greatest between-individual variation in number of contacts. Using disease simulations, we show that these differences in network structure mean that sexually transmitted pathogens need higher transmissibility to successfully proliferate, compared other pathogens. Through a literature review of human pathogens’ traits, we provide support for the hypothesis that sexually transmitted pathogens have evolved longer infectious periods relative to other pathogens traveling on less sparse contact networks. Our work demonstrates that contact network structures can drive the evolution of compensatory pathogen traits according to transmission strategy, providing essential context for understanding pathogen evolution and ecology.

ABSTRACT

Matthew Combs - Columbia University - US

Host specificity and frequency dependent selection as drivers of strain diversity for the pathogenic microbe, Borrelia burgdorferi

Combs, Matthew 1; Adams, Ben 2; Tufts, Danielle 1; Kolokotronis, Sergios 3; Diuk-Wasser, Maria 1

1: Columbia University, Department of Ecology, Evolution, and Environmental Biology; 2: University of Bath, Department of Mathematical Sciences; 3: SUNY Downstate School of Public Health, Department of Epidemiology and Biostatistics

Competing hypotheses exist for the maintenance of strain diversity in bacterial pathogens, particularly those transmitted via generalist vectors. Strains may evolve degrees of host specialization or generalism, altering ability to avoid innate immune clearance between hosts, suggested by the multiple niche polymorphism (MNP) hypothesis. Strain fitness may vary temporally as adaptive immune systems target a community’s dominant strains, known as negative frequency dependent selection (NFDS). We used Borrelia burgdorferi, the causative agent of Lyme Disease, to distinguish the role of these competing drivers of bacterial strain diversity. First, we developed a model to understand how multi-strain communities compete and/or co-exist using a deterministic framework for calculating the basic reproduction number (R0). This examines the impact of host specificity and genetic diversity at antigenic loci to identify interaction and stability for 2-6 cocirculating strains. We validated this model and examined natural variation across hosts and time by sequencing Borrelia samples from a 7-year field study. We targeted three surface proteins (ospC, dbpA, cspZ) with putative role in innate and adaptive immune interactions to type strains and examine extent of co- occurrence, genetic differentiation, segregation among hosts, and frequency shifts across time. Our model found that generalist species are excluded in two-strain communities, and in three-strain communities, weak specialists are excluded in the presence of stronger cross- immunity. Across four or more strains, stability is low and we expect communities persist only when all species exhibit generalism or specialism. Targeted gene sequencing will allow strain identification at variable frequencies within hosts as well as across multiple years in wild populations. Our findings provide varying evidence for both MNP and NFDS mechanisms in driving diversity among populations of this important zoonotic pathogen, highlighting the complex ecology and evolution of vector-borne diseases, which depends on local host- community, variable immune interactions, and competition among co-occurring strain.

ABSTRACT

Rodrigo M. Corder - Institute of Biomedical Science - University of São Paulo - Brazil

Quantifying the contribution of low-density and asymptomatic infections to Plasmodium vivax transmission in the Amazon

Marcelo U. Ferreira (1,2), Rodrigo M. Corder (1), Igor C. Johansen (1), Johanna H. Kattenberg (3), Marta Moreno (4,5), Angel Rosas-Aguirre (6), Jan E. Conn (7,8), Dionicia Gamboa (5,9,10), Alejandro Llanos-Cuentas (10), Anna Rosanas-Urgell (3), Joseph M. Vinetz (5,11)

1: Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil; 2: Global Health and Tropical Medicine, Institute of Hygiene and Tropical Medicine, Nova University of Lisbon, Lisbon, Portugal; 3: Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium; 4: Department of Immunology and Infection, London School of Hygiene and Tropical Medicine, London, UK; 5: Laboratorio ICEMR- Amazonia, Laboratorios de Investigación y Desarrollo, Facultad de Ciencias y Filosofia, Universidad Peruana Cayetano Heredia, Lima, Peru; 6: Institute of Health and Society, Université Catholique de Louvain, Brussels, Belgium; 7: Department of Biomedical Sciences, School of Public Health, University at Albany, State University of New York, Albany, NY, USA; 8: Wadsworth Center, New York State Department of Health, Albany, NY, USA; 9: Departamento de Ciencias Celulares y Moleculares, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Lima, Peru; 10: Instituto de Medicina Tropical "Alexander von Humboldt", Universidad Peruana Cayetano Heredia, Lima, Peru; 11: Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA

Introduction: Low-density and asymptomatic Plasmodium vivax infections remain largely undetected by malaria control programs in the Amazon. Quantifying their relative contribution to onward transmission is critical for designing regional strategies for malaria elimination.

Methods: We did a systematic review and pooled analysis of individual data from population- based surveys that measured P. vivax prevalence by both microscopy and polymerase chain reaction (PCR). We modeled the relationship between parasite density and infectiousness to mosquitos using membrane feeding assay data. We examined: (1) how malaria transmission intensity and age relate to the proportion of P. vivax infections that are subpatent and asymptomatic, and (2) how parasite density relates to the risk of clinical manifestations and P. vivax transmission to mosquitoes in the Amazon.

Results: Seventy-nine pairs of prevalence measurements from Brazil, Peru, and French Guiana were analyzed. PCR detected 5-fold more infections than microscopy, with similar microscopy detection rate (mean, 28%) in high and low prevalence settings. Asymptomatic and subpatent infections predominated over symptomatic and patent infections across all age groups in six studies with individual-level data. We used parasitemia measurements by quantitative PCR to characterize site-specific and age-dependent parasite density thresholds above which most P. vivax infections were symptomatic. We estimate that parasite carriers missed by microscopy are the source of only 12% to 24% of mosquito infections, while asymptomatic carriers contribute 27% to 79% of community-wide P. vivax transmission.

Conclusion: Microscopy may suffice to identify the infectious reservoir of P. vivax to be targeted by active case detection across the Amazon.

ABSTRACT

Oscar Cortés Azuero - University of Cambridge - UK

Nipah Virus Diversity Across Different Spatial Scales in South and Southeast Asia

Oscar Cortés Azuero, Birgit Nikolay, Noémie Lefrancq, Clifton McKee, Emily S. Gurley, Julien Cappelle, Vibol Hull, Tey Putita Ou, Thavry Hoem, Zia Rahman, Ausraful Islam, Veasna Duong and Henrik Salje

Department of Genetics, University of Cambridge, Cambridge, UK; Epicentre, Paris, France; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; CIRAD, UMR ASTRE, F-34398 Montpellier, France; Virology Unit, Institut Pasteur in Cambodia, International Network of Pasteur Institutes, Phnom Penh, Cambodia; Infectious Diseases Division, icddr,b, Dhaka, Bangladesh

Nipah virus (NiV) is a bat-borne zoonotic virus first identified in 1998. Since then, it has been identified in bats throughout South and Southeast Asia. While infections in humans are rare, Nipah infection in bats appears to be widespread throughout the region. This suggests the underlying viral diversity in bat populations may be substantial. Here we conducted a comprehensive assessment of the genetic diversity present in NiV across different spatial scales. We identified all NiV genomes available on GenBank, as well as several previously unpublished sequences from Cambodia, and identified the spatial information and the host species for each genome. We reconstructed a time-resolved phylogeny and used a clustering algorithm to organise the sequences into distinct lineages. We calculated the diversity of clades within and across locations. We identified 209 sequences in total from 6 countries (Malaysia, Indonesia, Cambodia, Thailand, Bangladesh, and India) that divided into 4 major clades and 12 lineages. On average, lineages emerged 16-24 years ago. We found that within any bat roost there were an average of 1.8 distinct lineages circulating, rising to 3.1 lineages at a region level. Lineages were highly spatially correlated. The probability that a pair of sequences came from the same lineage ranged from 0.35 (95% CI 0.28 - 0.44) when the sequences were sampled within 10km of each other to 0.12 (95% CI 0.06 - 0.19) when they were 500-1000km apart. Overall, we found the geographic spread of NiV has been slow. The mean spatial distance between a pair of viruses rose from 99km (95%CI: 52-179km) when the viruses were separated by <5years to 895km (95%CI: 840-951km) when viruses were separated by 20 years. These findings suggest there is widespread and entrenched viral diversity in NiV and that different areas across the region have different circulating viruses.

ABSTRACT

Michael Cortez - Florida State University - US

How do host competence and interspecific competition influence amplification and dilution of disease?

Michael Cortez

Florida State University

For pathogens that infect multiple host species, the addition or loss of a host species in a community can affect disease prevalence in other host species. I present results from an n- host, 1-pathogen epidemiological model with environmental (e.g., spore-based) transmission and show how host competence and interspecific competition influences whether increased host biodiversity increases (amplifies) or decreases (dilutes) disease prevalence in a focal host. The two main results are (1) if the added host is a weak interspecific competitor, then amplification/dilution is driven by the net production rate of infectious propagules by the added host whereas (2) if the added host is a strong interspecific competitor, then amplification/dilution can be driven by the net production rate of infectious propagules by the resident hosts. I also show how my theoretical framework is a step towards unifying dilution effect theory for environmentally and directly transmitted pathogens.

ABSTRACT

Justin Critchlow - Vanderbilt University - US

Constitutive Immune Expression Disproportionately Affects Mortality Rates During Acute Infection

Justin Critchlow, Ann Tate

Vanderbilt University

Variation in pathogen-associated infection outcomes occurs from complex interactions between pathogen replication, host resources, and host immune defenses. Hosts can invest in immune factors before (constitutive) or after (inducible) pathogen exposure but both defense strategies have myriad costs and benefits that can influence host fitness and impact pathogen transmission. To investigate how variation in the intensity of constitutive and inducible immune responses influences infection outcomes for host and microbe, we capitalized on the powerful Tribolium castaneum-Bacillus thuringiensis (Bt) system. Using RNAi, we manipulated the expression of key beetle immune regulators for the Toll, IMD and melanization pathways during septic Bt infection. Additionally, we augmented Bt growth rates by varying the temperature during infection. We found that during an acute Bt infection, decreasing the expression of the Toll, IMD, and melanization inducible responses significantly reduces resistance to Bt infection, but does not affect host survival probability regardless of Bt growth rate. In contrast, increasing the constitutive expression of the Toll pathway results in decreased bacterial burdens and increased host survival probability from infection. These results indicate that variation in constitutively expressed immune factors disproportionately affects disease outcomes during acute infection, leading to variation in the relationship between virulence and transmission probability. Can microbes sense and adapt to these shifts in immune landscapes? Future work will investigate the genetic mechanisms Bt uses to overcome changes in immune resistance and if Bt can adjust traits like replication rate when experimentally evolved under these new immune landscapes. This work will better inform which immune parameters disproportionally influence microbial evolution and identify new constraints on microbe adaptation, leading to better predictions of the spread and evolution of infectious diseases.

ABSTRACT

Tad Dallas - Louisiana State University - US

The tradeoff between model complexity and data quantity in estimating epidemiological parameters

Tad Dallas, Grant Foster, Bret Elderd

Louisiana State University

1How well can simple models capture epidemic dynamics and key epidemiological parameters? This question is fairly central to understanding infectious disease, as complex models may offer an appealing way to address the high-dimensional reality of the infection process, but complex models also require lots of data to estimate the numerous parameters present. We addressed the question about the potential tradeoff between the amount of data and model complexity in estimating epidemiological parameters. First, we used simulated epidemics and compared model fits, starting with the least complex model (SIR model) to the most complex (age-structured contact network SIR model). Second, we fit these models across a range of complexity to different amounts of the infection time series. Using existing data sources for COVID-19 infections, we provide a demonstration of the effects of model complexity and amount of time series data on the estimation of epidemiological parameters for both simulated and empirical data.

ABSTRACT

Florence Débarre - CNRS - France

The stochastic dynamics of early epidemics:probability of establishment, initial growth rate,and outbreak size at first detection

Pete Czuppon, François Blanquart, Florence Débarre

CNRS

1We study the early dynamics of an epidemic outbreak started by a single infected individual. We first review existing results on the probability of establishment of an epidemic, and descriptions of epidemic dynamics with renewal equations. We then combine the probability of establishment with this renewal equation, by conditioning the underlying stochastic process on establishment. This adjustment explains why the initial growth of an epidemic exceeds its asymptotic growth rate. We then illustrate the utility of these theoretical results by applying them to the question of early outbreak detection and control.

First, we study the situation where infected individuals are detected with a certain probability. In this situation, we compute the probability distribution of the first detection time of an infected individual in an epidemic cluster that was started with a single infected individual. Using this distribution, we find that the SARS-CoV-2 variant of concern B.1.1.7 detected(retrospectively) in September 2020 in England first appeared in England early to mid-August 2020.

Additionally, we compute the distribution of the cluster size at the first detection time. In the case of the variant B.1.1.7, this results in a mean cluster size of 159 by the time of its detection. Last, we estimate a minimal testing frequency to detect clusters before they exceed a certain threshold size, and we compute the detection rate of infected individuals during a single mass testing effort. For example, in a COVID-19-parameterized model with an effective reproduction number R=1.3, only 26% of potentially infectious individuals are detectable at the time of testing.

ABSTRACT

Dominika Dec Peevey - Pennsylvania State University - US

Estimating Epidemic Size Using Predictive Models

Dominika Dec Peevey, Matthew J. Ferrari, Ottar N. Bjørnstad

Department of Biology, Pennsylvania State University

This past year has solidified how important infectious disease surveillance and on-demand testing are during an epidemic. In the absence of universal testing, physicians depend on clinical case definitions, which are sensitive but not specific. The sensitivity, specificity, and positive predictive value (PPV) of a clinical case definition, depend on the incidence of infection which varies over the course of an epidemic. This project estimates the time varying PPV of the clinical case definition for measles during a 2015 and 2016 epidemic in Mongolia. There were 51,393 suspected cases, about 7,400 of these were tested which resulted in 4,335 positive IgM tests. We used the cases with laboratory diagnostic results to model the probability of testing IgM positive as a function of measles incidence, age, vaccine status, and symptom presentation. The best predictive model had an AUC of 71% and a cross- validation error rate of 33%. The predicted number of cases among the untested subset (43,995 cases) is 27,631, suggesting that the true size of the epidemic was 68% smaller than the total of all reported suspected cases. Clinical reporting will tend to overestimate the number of cases during an outbreak, this issue calls for an adaptive approach that links diagnostic and clinical surveillance to get a true picture of the burden of disease. The PPV was positively correlated with incidence and negatively correlated with prior vaccination.

ABSTRACT

Agata Delnicka - University of Edinburgh – UK

Fitness of parasitic gut nematode, Heligmosomoides polygyrus, in male and female wood mice

Agata Delnicka, Saudamini Venkatesan, Amy B Pedersen

Institute of Evolutionary Biology, University of Edinburgh

Sex-biased parasitism is commonly observed in nature, with one sex often being more parasitized than the other. These patterns are often attributed to host traits that differ between sexes and differences in parasite exposure, yet the question of whether parasite fitness is higher in one host sex than the other is often overlooked. We experimentally infected male and female captive-bred wood mice, Apodemus sylvaticus, with a naturally-infecting gut nematode, Heligmosomoides polygyrus, to see how the fitness of infecting worms differed between the host sexes at different times of infection. We found that host sex did not affect worm burden, fecundity, nor egg shedding, but that egg shedding was highly variable with time. Although worm fecundity was positively dependent on worm burden, this was not host sex specific. These results suggest that parasite fitness does not depend on host sex in this system, and that any observed sex-bias in nematode infection in wild wood mice is likely to be driven by host traits and parasite exposure.

ABSTRACT

Alexander Downie - Princeton University - US

Optimal immune specificity at the intersection of host life history and parasite epidemiology

Alexander E. Downie (presenting author), Andreas Mayer, C. Jessica E. Metcalf, Andrea L. Graham

Department of Ecology and Evolutionary Biology (AED, CJEM, ALG), Lewis-Sigler Institute for Integrative Genomics (AM), and School of Public and International Affairs (CJEM), Princeton University

Both epidemiology and life history are commonly hypothesized to influence host immune strategy, and the pairwise relationships between immune strategy and each factor have been extensively investigated. But the interaction between these two is rarely considered, despite evidence that it may have emergent effects on optimal immune strategy. Here we investigate the confluence of epidemiology and life history as it affects immune strategy through a model of sensitivity and specificity in parasite recognition and response. We employ a demographic matrix framework that allows for detailed description of life history and incorporation of variation in infection risk across life. We find that differences in reproductive output schedule alter optimal immune strategies – but the direction and magnitude of these effects depends on how epidemiological risks vary across life. Drawing on published life history data from the COMADRE database of animal population matrices, we further find that these predictions apply across chordate taxa for several different life history traits associated with both reproduction and longevity. Our results shed light on the complex interactions shaping host immune strategy and may prove valuable in interpreting empirical results in ecoimmunology. They also underline the importance of nuance in both epidemiology and demography when studying immune strategy.

ABSTRACT

Zhanwei Du - University of Hong Kong - Hong Kong

Pandemic fatigue impedes mitigation of COVID-19 in Hong Kong

Zhanwei Du, Lin Wang, Songwei Shan, Dickson Lam, Tim K. Tsang, Jingyi Xiao, Huizhi Gao, Bingyi Yang, Sheikh Taslim Ali, Sen Pei, Isaac Chun-Hai Fung, Eric H. Y. Lau, Qiuyan Liao, Peng Wu, Lauren Ancel Meyers, Gabriel M. Leung, Benjamin J. Cowling

University of Hong Kong

Social distancing to reduce interpersonal contacts has been a cornerstone of the successful control of COVID-19 prior to the availability of vaccines. The extent to which pandemic fatigue is undermining adherence to such measures and accelerating transmission remains unclear. Using large-scale weekly telephone surveys and mobility data, we characterize the change in risk perception and protective behaviors over time in Hong Kong. From the third wave (July to August 2020) to the fourth wave (October 2020 to January 2021), we estimate a 1.5% to 5.5% reduction in population compliance with protective policies, leading to prolonged disease circulation and increased incidence of infections. Using mathematical models incorporating the effects of population protective behaviors, we estimate that the fourth wave would have been 14% smaller if not for pandemic fatigue. Mitigating pandemic fatigue will be essential in maintaining population protective behaviors for controlling COVID- 19.

ABSTRACT

Jeremy Dubrulle - Université de la Réunion - La Réunion

Linking zoonotic disease prevalence to human and livestock exposure risk across a gradient of anthropogenic land use in Madagascar

Kayla M Kauffman1, Jérémy Dubrulle2, Fiona Baudino2, Victoria Carcauzon2, Camille Lebarbenchon2, Toky M Randriamoria3, Tamby N Ranaivoson3, Jean Yves Rabezara4, Courtney Werner1, Georgia Titcomb5, Michelle Pender1, Julie Shapiro6, Shai Pilosof6, Randall Kramer1, Peter J. Mucha7, James Moody1, Voahangy Soarimalala3, Steven M. Goodman3,8, Pablo Tortosa2, Charles L Nunn1

1Evolutionary Anthropology, Duke University, Durham, NC, United States 2UMR Processus Infectieux en Milieu Insulaire Tropical (PIMIT), Université de La Réunion, Ile de La Réunion, France. 3Association Vahatra, Antananarivo, Madagascar 4Science de la Nature et Valorisation des Ressources Naturelles, Centre Universitaire Régional de la SAVA, Antalaha, Madagascar 5Marine Science Insitute, University of California, Santa Barbara, CA, United States. 6Life Sciences, Ben-Gurion University of the Negev, Tel-Aviv, Israel 7Mathmatics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States. 8Field Museum of Natural History, Chicago, IL, United States

Habitat degradation alters host community structure, which can affect pathogen prevalence and influence exposure of people and domestic animals to zoonotic diseases. The risk of exposure to zoonoses is especially high in rural areas of tropical countries, which have a high degree of habitat degradation and biodiversity. Investigating the links between habitat degradation, host diversity and human exposure requires data on disease prevalence combined with spatial data on human, native and introduced wildlife, and domestic animal hosts. These data provide the means to test whether known exposures result in infections and to identify which individuals could spread a pathogen between areas. We collected data on 160 introduced (Rattus, Mus, Suncus) and 99 endemic (Tenrecidae, Nesomyidae) small mammals, 32 livestock (Bos indicus, Sus scrofa) and 122 people from the area surrounding a rural village in northeastern Madagascar. We trapped small mammals along a gradient of degradation and anthropogenic use (6 grids, 143 traps each), and used PCR to test for Leptospira, Hanta-, Paramyxo-, Corona-, and Astro-viruses. We conducted pathogen and serologic screening on all sampled livestock and people, these subjects also wore a GPS tracker (iGot-U 120) for a minimum of one week. We then formed spatial overlap networks of people, domestic animals, and trap grids to 1) identify individuals with the highest centrality based on overlap, and 2) test whether these overlaps predicted pathogen sharing between individuals within specific habitats. We found that 60 people and 9 livestock overlapped with 4 of the trap grids. Pathogen prevalence rates differed for non-native and native species respectively for Leptospira (0.25, 0.07), Paramyxovirus (0.04, 0.07), and Astrovirus (0.21, 0). The degree and strength centralities of people, domestic animals and trap grids suggests usage patterns, and thus exposure risk, varied by individual and location.

ABSTRACT

Emily Durkin - University of Kentucky - US

Individual differences in mite behavior and the potential to vector bacteria between hosts

Emily S. Durkin, Emily Stone, Elise Richards, Andrew Cook, Allison Roth, Brian Lazzaro, and Nick Keiser

University of Florida, University of Alberta, and Cornell University

Our interest in the evolution of parasites from free-living ancestors led us to investigate the potential role of individual variation driving parasitic tendencies in the facultatively parasitic mite Macrocheles muscaedomesticae. We found that individual mites exhibited repeatability in their host-attachment propensity; some attaching to a host at every opportunity and others never attaching. Given these findings, mites with parasitic tendencies may have the potential to vector pathogens between their Drosophila fly hosts. We investigated the mite’s ability to vector a pathogenic bacteria (Serratia marcescens) by allowing them to first attach to infected donor flies and subsequently attach to naïve recipient flies and later examining all flies and mites for infection. We found that mites were Indiaed capable of transmitting bacterial infection among flies. We discuss the importance of individual behavioral variation in vector ecology.1

ABSTRACT

Jenalle Eck - University of Zurich - Switzerland

Genotype-specific benefits and risks of mutualist association in natural epidemics

Jenalle L. Eck (1), Minna-Maarit Kytöviita (2), & Anna-Liisa Laine (1, 3)

1. Department of Evolutionary Biology and Environmental Studies, University of Zurich, 8057 Zurich, Switzerland. 2. Department of Biological and Environmental Science, University of Jyväskylä, 40014 Jyväskylä, Finland. 3. Organismal and Evolutionary Biology Research Program, University of Helsinki, 00790 Helsinki, Finland

Protection against pathogenic microbes by mutualists, such as mycorrhizal fungi, has been demonstrated in agricultural species and could also occur in wild plants , but studies examining how mutualism affects host-pathogen dynamics in natural populations are rare . Here we show that mycorrhizal fungi influence infection patterns and alleviate risks associated with growth in host populations during natural epidemics. To examine this, we conducted a field experiment in three naturally-occurring populations of a fungal plant pathogen, Podosphaera plantaginis, on Plantago lanceolata in the Åland Islands, Finland. In each population, we collected field epidemiological data on experimental hosts that were grown with or without mycorrhizal fungi, then placed in the epidemics to gain foliar infections naturally. We found that the magnitude of the growth benefits provided by mycorrhizal fungi varied among host populations and genotypes, as did changes in infection risk due to mycorrhizal association. Mycorrhizal fungi also altered an innate relationship between size and infection risk in the host individuals: in the absence of mycorrhizae, large plants were more likely to become severely infected by the wind-dispersed pathogen, but mycorrhizal plants grew large without increasing their infection risk or load. Furthermore, mycorrhizal association decreased infection severity in hosts of all genetic origins, with more susceptible host genotypes receiving stronger protective effects. Together, our results show that mycorrhizal fungi produce genotype-specific benefits and alter infection risks, affecting disease dynamics in host populations. Understanding how mutualism-derived protection alters host susceptibility to disease will be important for predicting infection outcomes in ecological communities and in agriculture.

ABSTRACT

Bret Elderd - Louisiana State University - US

The effects of vaccination and non-pharmaceutical interventions on COVID- 19 transmission and disease burden

Bret D. Elderd, Tad Dallas, and Grant Foster

Department of Biological Sciences, Louisiana State University

Even though vaccination rates are increasing across the world, non-pharmaceutical interventions (NPIs) still play an important role in limiting the spread of COVID-19. Using a series of differential equation, we varied the proportion of the population that followed NPI guidelines (e.g., wearing a mask) while changing the ratio of vaccinations that are given to individuals that follow NPI guidelines to those that do not follow established guidelines. For each of our scenarios, we kept track of the peak number of infections and overall number of infections during the outbreak. Both metrics can be considered as gauges of hospital and societal burden associated with the disease. We show that when fewer individuals comply with NPI guidelines that the most effective strategy to decrease burden may be to prioritize the vaccination of the non-compliers. While the focus of the model was on COVID-19, the results can lend insight into which strategies should be taken during the next pandemic.

ABSTRACT

Baptiste Elie - Université Montpellier CNRS IRD - France

The source of individual heterogeneity shapes infectious disease outbreaks

Baptiste Elie, Christian Selinger, Samuel Alizon

MIVEGEC, Université Montpellier CNRS IRD

Infectious disease transmission patterns in some outbreaks can be more heterogeneous than in others, with striking effects on the way epidemics unfold. Some studies show that the biological sources of heterogeneity may matter, but they tend to do so without controlling for the overall heterogeneity in the number of secondary cases caused by an infection. Here, we control for this important bias to explore the role of individual variation in infection duration and transmission rate on parasite emergence and spread. We simulate outbreaks using a stochastic SIR model, with and without parasite evolution. Consistently with existing studies, we show that the variance in the number of secondary infections has the strongest effect on outbreak emergence probability but has little effect on the epidemic dynamic once emergence is certain. The origin of heterogeneity also affects the probability of emergence, but its more striking effects are about properties of epidemics that do emerge. In particular, assuming more realistic variances in infection duration distributions lead to faster outbreaks and a higher peak of incidence. When the parasite requires evolutionary changes to be able to spread, the impact of heterogeneity depends on the underlying evolutionary model. If the parasite evolves within the host, decreasing the infection duration variance decreases the probability of emergence. These results show that using realistic distributions for infection duration is necessary to accurately capture the effect of individual heterogeneity on epidemiological dynamics, which has implications for the monitoring and control of infectious diseases, as well as data collection.

ABSTRACT

Diana Erazo - Universidad de los Andes - Colombia

How microclimatic variables and blood meal sources influence Rhodnius prolixus abundance and Trypanosoma cruzi infection in Attalea butyracea and Elaeis guineensis palms?

Johan M. Calderón, Diana Erazo, Troy J. Kieran, Nicole L. Gottdenker, Cielo León, Juan Cordovez, Felipe Guhl, Travis C. Glenn, Camila González

Universidad de los Andes, University of Georgia

Chagas disease is a zoonosis that affects several million people and is caused by the parasite Trypanosoma cruzi, which is mainly transmitted through the feces of triatomine bugs. Within triatomines, several Rhodnius species have been found inhabiting palms, and certain factors such as palm species and location have been related to the abundance and T. cruzi infection of those insects in palms. In this study, the main goal was to determine if R. prolixus abundances and infection rates in Attalea butyracea and Elaeis guineensis palms are related to ecological factors such as palm species, crown microclimate, and available blood meal sources. Triatomine sampling was performed in two municipalities of Casanare, Colombia, specifically in the intersection of riparian forests and oil palm plantations. For R. prolixus abundance per palm, the predictors showing more relationship were palm species and blood meal species identified in the palm, and for T. cruzi infection per triatomine, they were palm species and nymphal stage. Palm microclimate was very similar in both palm species and did not show a relationship with triatomine abundance. Comparing palm species, A. butyracea showed more blood meal species, including more refractory host species, than E. guineensis, but lower T. cruzi infection rate and parasitaemia.

Interestingly, non-arboreal blood meal species were frequently found in the analyzed nymphs, indicating that the blood source for R. prolixus in palms corresponded to all the fauna located in the surrounded landscape and not only in the palm. These results could expose a new ecological scenario to interpret the T. cruzi transmission in sylvatic environments.

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ABSTRACT

Michelle Evans - Institut de Recherche pour le Développement - France

Aedes aegypti outcompetes Anopheles stephensi across a range of larval temperatures

MV Evans, JM Drake, L Jones, CC Murdock

Institut de Recherche pour le Développement

1Anopheles stephensi, the primary vector of malaria in urban centers in India, has recently expanded its range across the Middle East and North Africa, raising concern it may become established and contribute to urban malaria transmission in sub-Saharan Africa. In its invasive range, An. stephensi interacts with resident mosquito species, and understanding how these interactions can affect An. stephensi population dynamics is necessary to predict transmission risk at the species' invasive edge. Further, mosquito life-history traits are extremely sensitive to temperature and competition between mosquito species may be dependent on temperature as well. Here, we explored temperature-dependent competition between An. stephensi and Ae. aegypti across five temperatures (16 - 32 C). We measured traits relevant for population growth from which we estimated each species' per capita growth rates and derived each species' competitive ability at each temperature. Ae. aegypti emerged as the dominant competitor at all temperatures, primarily due to differences in larval survival and development times across the two species. Our results suggest that competitive interactions with resident mosquito species, such as Ae. aegypti, could shape the distribution of An. stephensi, and therefore the human population at risk of urban malaria, across its invasive range.

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ABSTRACT

Sara Faiad - University of Washington - US

Are reductions in schistosomiasis transmission a silver lining of Madagascar’s invasion by marbled crayfish (Procambarus virginalis)?

Faiad, S.M., Andriantsoa, R., Andriamaro, L., De Leo, G.A., Rabinowitz, P.M., Rasamy, J., Ravelomanana, T., Ravelotafita, S., Williams, M.A., Jones, J.P.G., Sokolow, S., & Wood, C.L.

University of Washington, RISEAL, Bangor University, & Stanford University

Introduced in 2005, marbled crayfish (Procambarus virginalis) have been rapidly spreading throughout Madagascar. But counterintuitively, this invasive species may provide a benefit to Malagasy people. Crayfish-driven reductions in the snail species that transmit Schistosoma worms may reduce the burden of the human disease schistosomiasis – something that is urgently needed in a country where prevalence in some villages can range up to 94%.

Crayfish are voracious predators of the snails that serve as intermediate hosts for schistosomiasis. Snails emit infectious parasites that can then penetrate the skin of humans bathing in contaminated freshwaters. In the Senegal River Basin, the epicenter of the world’s largest intestinal schistosomiasis epidemic, localized reintroduction of native river prawns significantly reduced snail population numbers and, in turn, human disease prevalence. Might reductions in schistosomiasis transmission be a silver lining to the invasion of Procambarus virginalis in Madagascar? Together with collaborators from the USA, UK, Madagascar’s Ministry of Health, and RISEAL, a Malagasy non-profit dedicated to alleviating the burden of schistosomiasis in poor, rural areas, I will investigate the role of the marbled crayfish in the reduction of human schistosomiasis.

Here, I provide a detailed overview of my research plan, in which I will combine crayfish and snail abundance data collected from multiple field expeditions with complementary laboratory experiments that will investigate the predator-prey relationship between crayfish and snails. Laboratory experiments will provide the opportunity to further explore the influence of temperature and snail infection status on crayfish feeding behavior. This research will assess the efficacy of marbled crayfish as predators of native snails, and as potential biological control agents of human schistosomiasis.

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Maxwell Farrell - University of Toronto - Canada

Building a comparative database of sites of infection via text mining

Maxwell J. Farrell, Liam Brierley, Andrew Yates, Nicole Mideo

University of Toronto

Computational approaches for text analysis are increasingly applied in biomedical sciences, but have yet to be widely adopted in ecology and evolutionary biology. Existing literature- based datasets report susceptible host species for a diversity of infectious organisms, but little structured data is available to describe tropisms (i.e., the specific host tissues, organs, or organ systems in which infection occurs). We apply tools for text mining and Natural Language Processing to address this fundamental data gap.

Starting with existing vertebrate host-parasite association databases, we gather >60,000 abstracts for manuscripts known to report at least one host-parasite interaction. We construct a pipeline of Named Entity Recognition and linking to the Unified Medical Language System (UMLS) to identify terms describing body parts, organs, and organ systems within each abstract. UMLS terms are then matched to a host anatomical system through cross- referencing the UBERON ontology of cross-species anatomy.

Across >1,200 unique UMLS terms, 88% were successfully mapped to an anatomical system via UBERON, with a precision of 0.96 following manual validation of a stratified sample. In total, we generate >11,000 unique host-pathogen-anatomical system co-occurrences, with a median of 3 organ systems (range 1 - 14) recognised per host-pathogen combination. We further explore validation approaches to reduce false-positive associations using verb mentions and training of a new specialized Named Entity Recognizer for site of infection. Initial analyses suggest high pathogen specialisation for digestive and respiratory systems compared to other tropisms.

We demonstrate the use of automated techniques to generate comparative data from published scientific texts, and an approach to dynamically amalgamate data from future publications. This framework may also be used to identify published host-parasite records which are not currently included in global databases and expand these data to include likely sites of infection and other disease outcomes such as mortality and infection-induced pathologies.

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Amir Hossein Fartash - INP - France

Climate change and global trade will challenge genetic resistance to Verticillium wilt in the legume plant Medicago truncatula

Fartash A. A, Mazurier M. A, Ghalandar M.B Ebrahimi A. C, Ben C. A, Gentzbittel L.A, Rickauer M.A

ALaboratoire Ecologie Fonctionnelle et Environnement, Universit´e de Toulouse, CNRS, Toulouse, France, B Agricultural Research Centre of Markazi Province, PO Box 889, Arak, Iran, C Faculty of Agriculture and Natural Resources, Science and Research Branch, Islamic Azad University, Ashrafi Esfehani Highway, BP 1477893855 Tehran, Iran.

Verticillium wilt is caused by species of the soilborne fungus Verticillium and affects more than 200 plant species. Verticillium wilt of alfalfa (Medicago sativa) is a major problem for this crop. Its close relative Medicago truncatula, a wild species growing all around the Mediterranean, is a model plant in legume biology and is used widely to study genetic control of disease resistance. We previously described the genetic architecture for quantitative resistance to the French V. alfalfae strain V31.2 (1, 2) and described correlation between resistance and population structure (3). Our present study aims to assess effects of climate change and globalization on genetic resistance to V. alfalfae. Hence we isolated V. alfalfae strains from alfalfa in Iran and conducted inoculation experiments at 25°C compared to the standard temperature of 21°C.

Fungal isolates were identified by PCR with V. alfalfae -specific primers and characterized by their reproductive and vegetative characteristics at 3 temperature. One Iranian isolate was selected for further studies.

The plant’s response to this strain was assessed by scoring disease symptoms during 4 weeks after root inoculation in 242 M. truncatula accessions. Area Under disease progress curve (AUDPC) and Maximum symptom scoring (MSS) were computed as phenotypic traits.

Genome-wide association analysis was performed with 5,671,743 SNPs and revealed 30 loci associated to resistance traits MSS and AUDPC. Except one, all loci are different from those identified previously with V31.2 at 20°C. This clearly shows the strong effect of environment and fungal strain and not only challenges crop breeders to prepare for future conditions influenced by climate change and the introduction of pathogens by global trade, but also calls for surveillance in natural ecosystems.

1. Ben et al., 2012, J. Exp. Bot, 64(1):317-32.

2. Mazurier 2018, PhD thesis Université de Toulouse, INP-ENSAT

3. Gentzbittel et al., 2019, Genome Biol., 20, 106.

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Christina Faust - Penn State University - US

Influences of environmental variation on ecological cascades impacting Hendra virus spillover

Christina Faust, Kelsee Baranowski, Alison Peel, Peggy Eby, Raina Plowright, Nita Bharti

Penn State University, Penn State University, Griffith University, University of New South Wales, Montana State University, Penn State University

Spillover occurs when a pathogen overcomes a series of ecological and physiological barriers to successfully infect a new host species. Hendra virus (HeV) in Australian flying foxes provides a data-rich study system for uncovering mechanisms underlying observed spillover events. HeV is a single stranded RNA virus in the genus Henipavirus that is naturally transmitted among Australian flying foxes (Pteropus species). The virus spills into other species, with severe negative health consequences. The frequency of spillover events to horses and humans varies interannually since the virus was first discovered in 1994. HeV spillover events are thought to be driven, in part, by environmental factors, including loss of flying fox habitat and climate variability. However, identifying proximate drivers of HeV spillover events has proven elusive.

In this study, we explicitly examine the impact of local and regional environmental variation on the risk of HeV spillover. We analyze a dataset of 62 spillover events spanning 25 years to evaluate links to concurrent and lagged temperature, rainfall, vegetation indices, and climate indices. Temporally, we identify environmental factors that precede reported spillover events. Additionally, we identify key areas of critical flying fox habitat that are particularly vulnerable to climatic fluctuations across the landscape. These results improve our understanding of the temporal and spatial mechanisms linking environmental factors and Hendra virus spillover. We can apply these finding to prioritize spillover surveillance and habitat restoration for flying foxes and other reservoir species.

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Lindsey Faw - Virginia Tech - US

Is LACV lineage III a potential public health risk?

Lindsey Faw (1), Theodore Andreadis (2) , Philip Armstrong (2), and Gillian Eastwood (1,2)

(1) VT Entomology (2) Connecticut Agricultural Experiment Station

La Crosse virus (LACV) is a mosquito-borne virus, the causative agent of La Crosse encephalitis (LACE). LACE is the leading cause of pediatric encephalitis in the United States. There are up to 120 cases of neuroinvasive LACV infection per year, generally occurring in children under the age of 16. LACV now comprises three lineages that approximately correspond to geographic regions in the United States. The majority of infections are caused by lineage I and are localized in the Midwest and the Appalachian region; Lineage II is known to cause disease in the Southern United States. We show local persistence of Lineage III, first isolated in 2005 in the Northeast United States. There have been no documented human cases of LACE in the study region, although we suggest that an entomological risk exists and have made multiple isolates of lineage III from mosquitoes in Connecticut. Aedes triseriatus is thought to be the native vector of lineage III LACV, however we show that lineage III LACV is present in other mosquito populations including Aedes cinereus, Aedes canadensis, and Aedes trivattatus.

Elsewhere Aedes albopictus and Aedes japonicus have also been shown to harbor LACV infection. These mosquito species may play a role in the enzootic cycle of lineage III however, their role has not been determined. Additionally, we examined the growth kinetics of lineage III LACV and saw no differences between virus strain growth, although conversely preliminary data from murine models suggests there are differences in pathogenicity. The lack of human cases in the presence of a clear entomological risk and demonstrated pathogenicity suggests the need for further angles to be examined. My research aims to address this discrepancy and determine the public health risks.

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Michelle Fearon - University of Michigan - US

Inconsistent evidence for a dilution effect in Daphnia communities infected by a bacterial parasite

Michelle Fearon, Camden Gowler, Meghan Duffy

University of Michigan

The dilution effect hypothesis suggests that greater host biodiversity can reduce infectious disease transmission. While the dilution effect appears to operate in a variety of host- pathogen systems, it is not universal. Most prior studies have only investigated the dilution effect for a single parasite, even though most host communities are infected with multiple parasites. In this study, we asked whether a host community that has previously shown evidence for a dilution effect for one parasite, would dilution also occur for a second parasite? Daphnia communities have smaller fungal (Metschnikowia bicuspidata) epidemics when host communities are dominated by less susceptible ‘diluter’ hosts. We used a paired experimental and field study approach to examine the potential within Daphnia host communities for a second parasite, the bacterium Pasteuria ramosa, to exhibit a dilution effect. First, we experimentally examined the effect of increasing densities of three potential diluter host species on Pasteuria prevalence in susceptible Daphnia dentifera. At an intermediate diluter host density, Daphnia pulicaria reduced Pasteuria prevalence in susceptible D. dentifera hosts by 49% relative to non-competent D. dentifera, while Daphnia retrocurva only reduced Pasteuria prevalence by 11.6%. Second, we analyzed variation in the size of Pasteuria epidemics in the dominant crustacean grazer, D. dentifera, in Midwestern U.S. lakes based on the Daphnia host community. In the field, only the density of the primary host, D. dentifera, was significantly correlated with Pasteuria prevalence. Thus, while the experimental evidence suggests the potential for greater D. pulicaria densities to dilute Pasteuria prevalence in D. dentifera, we did not find evidence supporting dilution in the field. Our finding that a second parasite infecting the same host community does not necessarily show the same dilution effect at the field scale suggests the underlying biodiversity–disease mechanisms may differ even among parasites that share similar hosts.

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Jonathan Fenn - University of Nottingham - UK

Associations between Gastrointestinal Helminth Infection and Microbiome Diversity in a Wild Population of the House Mouse.

Jonathan Fenn, Sarah Goertz, Alexandre de Menezes, Richard Birtles, Ann Lowe, Andrew MacColl, Benoit Poulin, Stuart Young, Christopher Taylor, Janette Bradley

University of Nottingham, University of Salford

Helminth parasites are ubiquitous in wild mammal populations, with most populations harbouring multiple helminth species. Gastrointestinal helminths share a physical niche with the gut microbiome, and thus might be expected to be show associations with bacterial communities. Indiaed, interactions between the gut microbiome and parasites of the gastrointestinal tract are widely reported in laboratory infection models. The nature of these interactions are often complex, as bacterial gut communities can be extremely dynamic, and there are a diversity of ways by which helminth parasites can affect their host and alter their niche. While laboratory studies have highlighted a number of parasite-bacteria relationships, wild mice have significantly different microbiomes to laboratory populations, and are often co-infected with multiple parasite species, making the significance of these relationships in wild populations unclear. We obtained cross-sectional microbiome data from a well-characterised, feral population of the house mouse (Mus musculus) on the Isle of May, Scotland, and found significant associations between microbiome diversity and infection with the gastrointestinal helminths Syphacia obvelata and Trichuris muris. In the case of Trichuris muris, the observed associations mirror those observed in laboratory studies, specifically a reduction in species richness. These associations lay the groundwork for longitudinal studies which will help to determine the directionality of observed relationships, and allow us to better understand the implications on host fitness and immunophenotype.

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Elaine Ferguson - University of Glasgow - UK

Modelling to inform the COVID-19 response in Bangladesh

Elaine A Ferguson (1), Eric Brum (2), Anir Chowdhury (3), Shayan Chowdhury (3), Mikolaj Kundegorski (1), Ayesha S Mahmud (4), Nabila Purno (5), Ayesha Sania (6), Rachel Steenson (1), Motahara Tasneem (2), Katie Hampson (1)

(1) University of Glasgow, UK; (2) FAO, Bangladesh; (3) a2i, Bangladesh; (4) University of California, Berkeley, USA; (5) UNFPA, Bangladesh; (6) Columbia University, USA

Non-pharmaceutical interventions (NPIs) to limit SARS-CoV-2 transmission vary in their feasibility, appropriateness and effectiveness in different contexts. In Bangladesh, a national lockdown implemented in early March 2020 rapidly exacerbated poverty and was considered untenable long-term. Rapid exploration and deployment of more appropriate NPIs was required.

We developed an SEIR model for Dhaka District, parameterised from literature values and calibrated to death data from Bangladesh. We discussed potential NPI scenarios and parameterizations with policymakers with the aid of an interactive app. These discussions guided modelling of the lockdown and two post-lockdown NPIs considered feasible to deliver; symptoms-based household quarantining and compulsory mask-wearing. We examined how testing capacity affects case detection, and compared NPI scenarios on deaths, hospitalisations relative to capacity, working days lost through illness and NPI compliance, and cost-effectiveness.

Lockdowns alone were predicted to delay the first epidemic peak but were unable to prevent overwhelming of the health service and extremely costly. Symptoms-based household quarantining alone could not prevent hospitalisations exceeding capacity, but mask-wearing could prevent overwhelming health services and be cost-effective, if masks had high filtration efficiency. The modelled combination of these measures prevented excess hospitalizations for both medium and high filtration efficiency masks. Even at maximum testing capacity, confirmed cases far underestimate total cases, with saturation limiting reliability for assessing trends.

Masks and symptoms-based household quarantining act synergistically to prevent transmission, and are cost-effective in Bangladesh. Our interactive app was valuable in supporting decision-making in Bangladesh, where mask-wearing was mandated early, and community teams are supporting household quarantining across Dhaka. These measures likely contributed to averting the worst impacts of a public health disaster. However, reduced compliance with measures and a lack of protection against the B.1.351 variant have led to surging cases in 2021. Messaging to improve mask-wearing is urgently needed in response.

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Carola Ferreccio - INTA (National Institute of Agricultural Technology), Institute of Virology. - Argentina

Antiviral effect of natural plant extracts against alphahepesvirus infections

Ferreccio Carola (1), Maidana Silvina (1), Tau Rocio (1), Salvat Adriana (2), Konigheim Brenda (3), Romera Sonia Alejandra (4)

(1) CONICET (National Scientific and Technical Research Council). (2) Institute of pathobiology, INTA, Buenos Aires. (3) Institute of Virology Dr. J. M. Vanella, Cordoba, Argentina. (4) Institute of Virology, INTA, Buenos Aires.

The caprine herpesvirus type 1 (CpHV-1) is distributed throughout the world where there is production of goats, in Argentina it was reported in different regions with seroprevalences between 27% and 43%. It causes systemic and genital disease (abortions). There is no specific treatment, although the application of Acyclovir interfere with viral replication with different degrees of efficacy has been reported. Due to the costs and side effects produce, the search for new chemotherapeutic agents is essential. This is how the objective of the work arises, which is to evaluate the in vitro effectiveness of native plant extracts as antiviral treatment. Larrea divaricata (Jarilla, family Zygophyllaceae), Mintostachys verticilata (or peppermint, family Lamiaceae) and Parastrephia lepidophylla (or tola, family Asteraceae) in comparison with Aciclovir effect were evaluated. The in vitro characterization of the antiviral effect of the extracts was evaluated by assays of maximum non-cytotoxic concentration, cytotoxic concentration 50, inhibitory concentration 50, lysis plaques and viral replication kinetics on MBDK cells. Jarilla, peppermint and Tola are not cytotoxic at a concentration of 1.04 mg/ml. The Tola extracts obtained in different years (T1 and T2) presented the highest values of cytotoxicity, CC50= 0.57 mg/ml and 0.9 mg/ml respectively; peppermint extract presented CC50= 1.6 mg/ml. Jarilla extract was the best tolerated, presenting CC50= 2.4 mg/ml. Peppermint and Tola 2 presented the best antiviral activity with IC50= 0.16 mg/ml, Jarilla an IC50= 0.26 mg/ml and Tola 1 with IC50= 0.32 mg/ml. The average plaque lysis of peppermint and Tola was similar (177,170) and Jarilla (21,174). Jarilla's selectivity Indiax (CC50/IC50) was 9.2, peppermint 10, Tola 1 1.78, Tola 2 5.6. In Jarilla's kinetics, a viral titer of 5 was obtained in the extracellular fraction at 24 h and 475 in the intracellular. The extracts show antiviral activity which offers possibilities of finding active compounds against CpHV-1.

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Francisco Ferreira - Rutgers University - US

Transcriptomic response of Hawai’i’s Culex mosquitoes to the local avian Plasmodium relictum

Francisco C. Ferreira 1,2, Elin Videvall 2, Christa Seidl 3, Marm Kilpatrick 3, Robert Fleischer 1, Dina Fonseca 2

1 Center for Conservation Genomics, Smithsonian Conservation Biology Institute, Washington, DC, USA; 2 Center for Vector Biology, Rutgers University, New Brunswick, NJ, USA; 3 Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, USA

Culex quinquefasciatus, the mosquito vector of bird malaria in Hawai’i, was introduced to the islands in the 1820s and the deadly effects of malaria on endemic birds have been documented for more than 60 years. To evaluate the molecular response of the mosquito to the parasite, we collected wild Hawaiian Culex quinquefasciatus and let their offspring feed on a domestic canary with a low-intensity infection of a third-passage Plasmodium relictum isolated from a Hawaiian honeycreeper. We confirmed infection and sequenced individual mosquito transcriptomes using Illumina RNA-seq of five infected and three uninfected individuals at three different stages of the parasite cycle in the vector: during ookinete invasion of the midgut 24 h post-feeding (24 hpf); during early development of oocysts 5 days post-feeding (5 dpf); and when sporozoites invade the mosquito salivary glands 10 dpf. Differential gene expression analyses showed that at 24 hpf, 53 genes were upregulated and 56 genes downregulated in infected mosquitoes, compared to the uninfected controls. Likewise, at 5 dpf and 10dpf, 45/27 genes and 37/35 genes were up-/downregulated, respectively. During ookinete invasion, genes related to oxidation-reduction processes and galactose catabolism were downregulated, while calcium transportation and cobalamin binding genes were upregulated. Early oocyst development was associated with increased chloride transport, DNA packaging processes and reduced catalytic activity. When sporozoites were released, oxireductase activity and nucleotide binding were upregulated. Overall, we found a minor gene expression response in Culex to Plasmodium infection at low- intensity levels that are likely to occur in nature, and the genes involved will help us better understand how mosquitoes handle malaria infections.

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Ron Flatau - Ben Gurion university - Israel

Wolbachia endosymbionts of fleas occur in all females but rarely in males and do not show evidence of obligatory relationships, fitness effects, or sex- distorting manipulations

Ron Flatau , Michal Segoli and Hadas Hawlena

Ben Gurion university

The widespread temporal and spatial persistence of endosymbionts in arthropod host populations, despite potential conflicts with their hosts and fluctuating environmental conditions, is puzzling. Here, we disentangled three main mechanisms that are commonly proposed to explain such persistence, namely, obligatory relationships, in which the host is fully dependent on its endosymbiont, fitness advantages conferred by the endosymbiont, and reproductive manipulations imposed by the endosymbiont. Our model system reflects an extreme case, in which the Wolbachia endosymbiont persists in all female flea hosts but rarely in male ones. We cured fleas of both sexes of Wolbachia but found no indications for either lower reproduction, offspring survival, or a change in the offspring sex ratio, compared to Wolbacia-infected fleas. These results do not support any of the suggested mechanisms. We highlight future directions to advance our understanding of endosymbiont persistence in fleas, as well as in other model systems, with extreme sex-differences in endosymbiont persistence. Insights from such studies are predicted to shed light on the evolution and ecology of arthropod-endosymbiont interactions in nature.

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Grant Foster - Louisiana State University - US

Estimating R₀from Early Exponential Growth: Parallels between 1918 Influenza and 2020 SARS-CoV-2 Pandemics

Grant Foster; Bret Elderd; Tad Dallas

Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA

Estimating the basic reproductive number, or R₀, of a given disease outbreak is a vital first step in developing public health responses to emerging pathogens. While R₀ is often estimated using a compartmental model framework, it is closely related to the initial exponential growth rate of the infection curve. We capitalize on this relationship by using early exponential growth rates to estimate R₀ of 2020 SARS-CoV2 outbreaks, as well as 1918 H1N1 pandemic influenza outbreaks in the same set of 47 cities in the United States. Despite utilizing a mathematically simple approach we are able to provide accurate and informative estimates of the distribution of R₀ across outbreaks using case data from a relatively short time period for both outbreaks. Our results provide novel comparisons of both individual estimates of R₀ across outbreaks within each pandemic, as well as between the overall distribution of R₀ estimates between the H1N1 and SARS-CoV2 pandemics. Our results apply a model-free approach to R₀ estimation to two novel outbreaks and demonstrate its utility in developing public health responses in the face of data limitations.

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Quinn Fox - Washington University in St. Louis - US

Urbanization is associated with earlier, larger epidemics of a fungal plant pathogen

Quinn N. Fox, Mahal J. Bugay, Eleanor Grant, Keiko Farah, Olivia Shaw, and Rachel M. Penczykowski

Washington University in St. Louis

Urbanization gradients can involve clines in a number of abiotic and biotic factors that impact host-pathogen interactions. For plant hosts, relevant changes with urbanization include warmer air and soil temperatures, increased concentrations of heavy metal soil contaminants, altered soil microbial communities, and increased connectivity of pathogen populations (e.g., due to movement of propagules with humans, animals, or vehicles). We studied changes in the prevalence of powdery mildew infection on weedy herbaceous plants along an urbanization gradient in the St. Louis metropolitan region (Missouri, USA). Our focal plant hosts, Plantago lanceolata and P. rugelii, co-occur in human-disturbed habitats throughout our study region, and are infected by genus-specific powdery mildew pathogens (Golovinomyces sordidus and Podosphaera plantaginis). We quantified variation in plant reproductive maturity (i.e., flowering and seed production) and pathogen infection through monthly surveys of these species in 23 populations in summer-fall 2019 and 2020. The study sites spanned from parks in downtown St. Louis to rural Shaw Nature Reserve, with approximately equal numbers classified as urban, suburban, and rural. Results were quite consistent between the two years. We found that urbanization differently affected flowering and seed production for the two host species, with greater seed production in rural sites for P. lanceolata and greater seed production in suburban and urban sites for P. rugelii. Powdery mildew infection was more common on P. rugelii than P. lanceolata, and epidemics started earlier and grew larger in more urban populations. In addition, we placed greenhouse-grown sentinel plants of both species into 15 populations for one week in July 2020. Consistent with our survey results, we found that none of the P. lanceolata sentinels became infected, and P. rugelii sentinels were more often infected in urban sites. Ongoing analysis of microclimatic covariates and experimental work will clarify the abiotic and biotic drivers of these patterns.

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Sarah François - University of Oxford - UK

Assessing the impact of host age on the dynamics of microbial communities in the wild using metagenomicsAssessing the impact of host age on the dynamics of microbial communities in the wild using metagenomics

Sarah François, Sarah C. Hill, Julien Thézé, Lia van der Hoek, Christopher M. Perrins, Oliver G. Pybus

University of Oxford

Wildlife harbour a wide range of pathogens that harm human or livestock health, and are the source of most emerging infectious diseases. Human activities can rapidly alter the age structure of wild populations, yet it is rarely considered how age-structure shifts might change the risk of pathogen detection within a species, or spillover to other species. Using a metagenomic approach, we determined microbial diversity and abundance in faeces collected from a wild bird population that has been subjected to intense long-term study. Using 223 samples from ringed individuals allowed us to investigate differences in microbial carriages between adults and juveniles to an unprecedented level of detail in a wild population. We discovered and characterised 16 new bird-infecting virus species, and described the core prokaryotic microbiome of mute swans (Cygnus olor). Whilst no difference of overall microbiota diversity was observed between juveniles and adults, 50% of bird- infecting viral families and 4% of prokaryotic families were differentially abundant and/or prevalent according to bird age. Of the identified differentially abundant taxa, microbes including Helicobacter spp., Spirochaeta spp., astroviruses, picornaviruses, adenoviruses and bornaviruses have been previously reported as potential causative agents of diseases in animals. Our study indicates that perturbations that affect population age-structures of wildlife have high potential to have a downstream impact on the dynamics of a wide spectrum of potential pathogens. More cross-disciplinary research is needed that couples ecological understanding of how human activities or environmental perturbations affect population structures with longitudinal studies of microbial diversity within well-characterised populations. This will improve our ability to determine when and where spillover risk from wildlife to domestic animals or human is highest.

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Nurul Fuandila - Montpellier university - France

Impact of structural variation turnover in the rapid in vitro evolution of Cyprinid herpesvirus 3, a large double-stranded DNA virus

Nurul Novelia Fuandila1, Marie-Ka Tilak1, Sven Bergmann2, Anna-Sophie Fiston-Lavier1, Anne- Sophie Gosselin-Grenet3, Jean-Christophe Avarre1, Emira Cherif1

1ISEM, Univ Montpellier, CNRS, IRD, EPHE, Montpellier, France 2Institute of Infectology, Friedrich-Loeffer-Institut, Federal Research Institute for Animal Health, 17493 Greifswald-Insel Riems, Germany 3DGIMI, Univ Montpellier, INRAE, Montpellier, France

Structural variations (SVs) play a key role in viral evolutionary processes. Yet knowledge about SV diversity and involvement in large double-stranded (ds) DNA virus evolution is limited. The large dsDNA (295 kb) Cyprinid herpesvirus 3 (CyHV-3) is one of the most pathogenic aquatic viruses. CyHV-3 mainly infects common carp and koi fish and is considered the leading cause of mass mortality of carp. As for other viruses, CyHV-3 undergoes a high number of mutations and recombinations during its replication and existed as a population of closely related genetic variants. This virus genetic diversity can have important consequences in viral pathogenesis, host defense escape... Short-read sequencing of a CyHV-3 isolate propagated in a carp cell line during 100 passages revealed a deletion of 1,363 bp in the ORF150 after 78 passages, but not after 99. Experimental infections also showed that the strain passaged 78 times (P78) was much less virulent compared to the strain of origin (P0), and slightly less virulent compared to the strain passaged 99 times (P99), thus highlighting a possible SV-based genotype/phenotype association, in which ORF150 would play an important role of CyHV-3. We extended these investigations using long-read sequencing to uncover SVs in the genome of CyHV-3. In addition to the dominant 1,363-bp deletion (nearly 99.67% of the reads), a 1,363-bp inversion was detected in P78 at the same position, representing the remaIndiar of the reads. Unexpectedly, a total loss of both deleted and inverted haplotypes was observed after 20 additional passages, as a complete recovery of the original haplotype was observed in P99. Our findings indicate that CyHV-3 is able to evolve very rapidly during infectious cycles in cell culture and SVs represent an essential component in the population dynamics of this virus. Whether this also occurs in carp populations needs to be investigated.

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Amandine Gamble - University of California Los Angeles - US

Modelling the relationship between pathogen dose and symptomatology: illustration with SARS-CoV-2 in humanized mice

Amandine Gamble, David W. Buchholz, I. Abrrey Monreal, Mathias Martins, Dylan H. Morris, Benny Borremans, Mason Jager, Brian Imbiakha, Julie Sahler, Nicole L. Kushner, Avery August, Hector C. Aguilar, James O. Lloyd-Smith

Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, USA; Department of Microbiology and Immunology, Cornell University, Ithaca, CA, USA

Disease development after exposure to a pathogen does not follow a binary process, but rather represents a spectrum of disease manifestations influenced by host, pathogen and environmental factors. Characterizing the relationships between symptomatology and these factors is critical to our understanding of host-parasite interactions, but also to interpret epidemiological data and identify efficient mitigation measures. In particular, exposure dose can impact incubation time, shedding intensity and disease severity. However, classical dose- response models only consider the probability of disease development as a binary outcome, neglecting the diversity of disease manifestations. In contrast, more complex within-host models are generally parameterized with invasive data, limiting their potential applications. There is thus a need for dose-response models that link knowledge of underlying mechanisms to the timing and intensity of symptom development.

We combined experimental data and mathematical modelling to characterize the relationship between exposure dose and disease development in humanized mice exposed to SARS-CoV-2. We show that higher exposure doses are associated with higher probabilities of illness and shorter incubation times, and that this association can be predicted by a mechanistic model parameterized with non-invasive data. These findings give clear insights about the median effective dose in this system (a standard outcome of such studies), but also shed light on the mechanisms of infection initiation and the relationship between viral load and symptomatology in a classical laboratory model. This novel model also illustrates how experimental data can benefit from a better integration with theoretical approaches and provides a platform for future experiments aiming to compare infectivity across virus lineages or assess the effect of vaccines and antivirals. As incubation time is an important driver of epidemiological dynamics, such work has meaningful implications regarding our understanding of the epidemiology of SARS-CoV-2 and other viruses.

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Jordan Gass - University of Nevada, Reno - US

AMPing up defenses: investigating the innate immune system of the Panamanian golden frog

Jordan Gass, Jamie Voyles

University of Nevada, Reno

Emerging infectious diseases are responsible for severe amphibian declines globally. The fungus Batrachochytrium dendrobatidis (‘Bd’) is a generalist pathogen that causes the disease chytridiomycosis and has led to the decline of over 500 amphibian species. One species that is highly susceptible to Bd is Atelopus varius, the Panamanian golden frog. While small wild populations of golden frogs still exist in Panama, this species exhibited dramatic declines and as a result, founding individuals were moved into captive breeding programs at the time of disease emergence in Panama. Thus, understanding the immune system of the golden frog is a conservation priority. An important aspect of amphibian innate immunity is the production of skin secretions, which contain antimicrobial peptides (AMPs), that can inhibit Bd growth in many amphibian species. Previous research has also suggested that skin secretions may help explain how some frog populations are persisting in Bd endemic areas of Panama. However, the importance of skin secretions in protecting against Bd infection in A. varius is unclear. To determine the role of skin secretions in Bd infection, we experimentally manipulated skin secretion levels in captive bred A. varius frogs. We used dose-response treatments with norepinephrine to deplete skin secretions and then measured disease progression across groups. Frogs given a high dose (40 nmol) or a low dose (10 nmol) of norepinephrine did not differ in survival rates compared to saline injected control frogs upon Bd infection. Similarly, there were no differences in the change in body condition among the groups that had reduced skin secretions. These results suggest that the skin secretions of captive-bred A. varius do not limit disease burden or increase survival rate during Bd infection. Further conservation strategies for A. varius hinge on understanding its complex immune response to this pathogen.

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Janan Gawra - UMR 5244 IHPE/Université de Perpignan Via Domitia, - France

Epi(genetic) determinants of resistance in the Pacific oyster Crassostrea gigas: A case study in natural population

Janan Gawra 1; Jean Baptiste Lamy 2; Mathilde Saccas 1; Julien de Lorgeril 1; Yannick Gueguen 1; Jean-Michel Escoubas 1; Delphine Destoumieux-Garzόn 1; Marc A. Leroy 1; Philippe Haffner 1; Benjamin Morga 2; Lionel Dégremont 2; Bruno Petton 3; Christoph Grunau 4; Guillaume Mitta 4; Jeremie Vidal-Dupiol 1

¹ IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France 2 Ifremer, SG2M-LGPMM, Laboratoire de Génétique et Pathologie des Mollusques Marins, La Tremblade, France 3 Ifremer, LEMAR UMR 6539, UBO/CNRS/IRD/Ifremer, 11 presqu'île du vivier, 29840, Argenton-en-Landunvez, France 4 IHPE, Université de Montpellier, CNRS, IFREMER, Université de Perpignan Via Domitia, Perpignan, France

The Pacific oyster, Crassostrea gigas, is the most important oyster species exploited in the world. Since 2008, massive mortality events of juvenile oysters (Pacific Oyster Mortality Syndrome; POMS) initiated by OsHV-1 µVar virus have threatened the oyster aquaculture industry. Resistance of C. gigas to POMS is associated with early transcriptomic response to the viral infection. There is a significant additive genetic component, but evidence about the involvement of the microbiota and epigenetic mechanisms were also shown. Here we propose to simultaneously study the potential role of genetics and epigenetics in the shaping of resistance or susceptible phenotypes in natural populations. We sampled 248 oysters from farming (exposed to POMS) and non-farming (unexposed to POMS) areas, then we defined the phenotype “resistant/tolerant” or “susceptible” using a “randomized complete block design” experiment. Exome capture by the “SeqCap Epi enrichment system” and illumina sequencing were used to identify genetic (Single nucleotide polymorphisms “SNPs”) and epigenetic (DNA methylation) polymorphisms. We performed GWAS and EWAS (Genome/Epigenome-wide association studies) on 56,474 SNPs and 596,065 CpG sites, respectively. Only one significant SNP was associated to resistance/susceptibility. It is located in the UBA2 gene, a gene involved in the antiviral pathway JAK/STAT. At the epigenetic level, a total of 251 CpG sites were identified as significantly differentially methylated between the resistant and the susceptible oysters. In total, 41 of these CpGs were located in genes involved in oyster’s innate immune response pathways such as TLR/NF-kB, JAK/STAT, Apoptosis, Autophagy, RIG-like receptors and STING dependent pathways. Our results show that both genetic and epigenetic mechanisms are likely to contribute to heritable variation in oyster resistance/susceptibility.

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Yang Ge - The University of Georgia - US

A comparison of high-dose and regular-dose seasonal influenza vaccines toward eliciting homologous and heterologous immunity

Yang Ge, Andreas Handel, Amanda Skarlupta, Paul Thomas, Ye Shen, Justin Bahl, Ted Ross

The University of Georgiam; St. Jude Children's Research Hospital

Background: Antigen dose is an important component of any vaccine. For influenza, both a standard-dose (SD) and high-dose (HD) version of the Fluzone vaccine are in use. The HD vaccine is approved in the US in individuals >=65 years of age. While there is solid evidence that the HD vaccine induces a stronger immune response against the influenza strains present in the vaccine, there is little information regarding its impact on induction of heterologous immunity.

Methods: We used a Bayesian, multilevel modeling framework to explore the impact of dose on immune protection as quantified by hemagglutination inhibition titer (HAI) following vaccination of a cohort of individuals with either SD or HD influenza vaccine. We investigated the impact of dose on HAI titer increase, seroconversion and seroprotection for homologous and heterologous immunity. We performed analyses for individual vaccine strain components and the overall per-vaccine impact each season.

Results: Our strain-specific analysis showed that the HD vaccine led to improved homologous immunity compared to SD. This was most notable for the H1N1 vaccine components, less so for the H3N2 and B components. The benefit of increased dose was also seen for heterologous responses, with exceptions for a few vaccine strains. On a per-vaccine analysis, increased dose was beneficial for both homologous and heterologous responses.

Conclusions: Overall, HD influenza vaccine induced higher HAI responses compared to SD vaccine. This was true for both homologous and heterologous responses. Extending HD vaccines to the general population might be worth considering, as well as attempts to further optimize the dose.

120

ABSTRACT

Marie Gilbertson - University of Wisconsin–Madison - US

Transmission of one predicts another: Apathogenic proxies for transmission dynamics of a fatal virus

Marie L.J. Gilbertson (1, 2), Nicholas M. Fountain-Jones (3), Jennifer L. Malmberg (4, 5), Roderick B. Gagne (4, 6), Justin S. Lee (4), Simona Kraberger (7), Sarah Kechejian (4), Raegan Petch (4), Elliott Chiu (4), Dave Onorato (8), Mark W. Cunningham (9), Kevin R. Crooks (10), W. Chris Funk (11), Scott Carver (3), Sue VandeWoude (4), Kimberly VanderWaal (1), Meggan E. Craft (1, 12)

(1) Department of Veterinary Population Medicine, University of Minnesota, St Paul, USA; (2) Department of Forest and Wildlife Ecology, University of Wisconsin–Madison, Madison, USA; (3) School of Natural Sciences, University of Tasmania, Hobart, Australia; (4) Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, USA; (5) Department of Veterinary Sciences, University of Wyoming, Laramie, USA; (6) Wildlife Futures Program, Department of Pathobiology, University of Pennsylvania, Philadelphia, USA; (7) The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, Tempe, USA; (8) Fish and Wildlife Research Institute, Florida Fish and Wildlife Conservation Commission, Naples, USA; (9) Fish and Wildlife Research Institute, Florida Fish and Wildlife Conservation Commission, Gainesville, USA; (10) Department of Fish, Wildlife, and Conservation Biology, Colorado State University, Fort Collins, USA; (11) Department of Biology, Graduate Degree Program in Ecology, Colorado State University, Fort Collins, USA; (12) Department of Ecology, Evolution and Behavior, University of Minnesota, St Paul, USA

Identifying drivers of transmission prior to an epidemic—especially of an emerging pathogen—is a formidable challenge for proactive disease management efforts. To overcome this gap, we tested a novel approach in the Florida panther, hypothesizing that apathogenic feline immunodeficiency virus (FIV) transmission could predict transmission dynamics for pathogenic feline leukemia virus (FeLV). We derived a transmission network using FIV whole genome sequences, and used exponential random graph models to determine drivers structuring this network. We used the identified drivers to predict transmission pathways among panthers; simulated FeLV transmission using these pathways and three alternate modeling approaches; and compared predictions against empirical data collected during a historical FeLV outbreak in panthers. FIV transmission was primarily driven by panther age class and distances between panther home range centroids. Prospective FIV-based modeling predicted FeLV dynamics at least as well as simpler, often retrospective approaches, with evidence that FIV-based predictions captured the spatial structuring of the observed FeLV outbreak. Our finding that an apathogenic agent can predict transmission of an analogously transmitted pathogen is an innovative approach that warrants testing in other host-pathogen systems to determine generalizability. Use of such apathogenic agents holds promise for improving predictions of pathogen transmission in novel host populations, and can thereby revolutionize proactive pathogen management in human and animal systems.

121

ABSTRACT

Kendra Gilbertson - Colorado State University - US

Uncertainty and realism in a national cattle foot-and-mouth disease model

Kendra Gilbertson, Lindsay Beck-Johnson, Peter Brommesson, Clay Hallman, Tom Lindström, Ryan Miller, Amanda Minter, Katie Portacci, Stefan Sellman, Michael Tildesley, and Colleen Webb

Colorado State University, Linköping University, United States Department of Agriculture, University of Oxford, University of Warwick

Foot-and-Mouth disease (FMD) is a fast-moving virus with the potential to cost the domestic cattle industry billions of dollars. The last FMD outbreak in the U.S. occurred in the early 1900s, so we use simulated outbreaks to evaluate control measures and factors affecting disease spread. The United States Disease Outbreak Simulation (USDOS), which was developed in collaboration between the Colorado State, Linköping and Warwick Universities, and the U.S. Department of Agriculture, with support of from the U.S. Department of Homeland Security, simulates local and long distance FMD spread in cattle nationwide. We used USDOS to address two questions: (1) how does allowing cattle on individual farms to become infectious over time, rather than the whole herd becoming infectious at once, affect outbreak metrics? and (2) what characteristics are important in determining outbreak metrics? To answer the first question, we compared outbreak simulation results with and without increased within- herd spread realism. To answer the second, we ran a sensitivity analysis modeling five different outbreak metrics incorporating farm, county, and national level covariates.

Increasing the realism of within-herd disease spread increased the duration of the simulated outbreaks, but did not change their geographic pattern. Allowing herds to become infectious over time increases the length of time an individual farm is infectious, allowing more time for FMD to spread to other susceptible farms. This effect on individual farms scales up and increases outbreak duration as a whole. Our sensitivity analysis showed that outbreak metrics are primarily influenced by demographic characteristics such as farm size, county- level farm density, and clustering. Overall, we found that our FMD disease simulation outcomes were driven by local characteristics, and while adding disease-spread realism affected outbreak duration, it will be more relevant to some research questions than others and should be balanced with its increased computational requirements.

122

ABSTRACT

Caroline Glidden - Stanford University - US

Ecological levers of Visceral Leishmaniasis: Synthesis of current data and forward prediction of risk

Caroline Glidden, Rafaella Albuquerque, Lucas Donato, Karina Bertazo, Bruno Carvalho, Marissa Childs, Erin Mordecaiuno

Stanford University, Ministry of Health Brazil, Espírito Santo State Department of Health, Barcelona Institute for Global Health

Visceral leishmaniasis (VL) is a deadly protozoan disease targeted for elimination by 2030 by global health and development organizations. Despite this goal, in Brazil, a hotspot for VL, burden and case numbers have remained stable since the early 2000s. However, what’s more concerning is the continued spread of the geographic distribution of VL within Brazil and surrounding countries. VL is primarily maintained in human environments by domestic and feral dogs and transmitted from dogs to humans by the Lutzomyia longipalpis sandfly. Based upon localized observations of vector dynamics, climate change is hypothesized to increase geographic distribution of L. longipalpis. However, there is limited knowledge of how factors such as climate and land-use interact to dictate spillover of VL and there are no forward prejections of risk under multiple dimensions of global change. In this study, we used a combination of machine learning and mechanistic models to levers of month-municipality spillover events from 2001-2019, incorporating environmentally based information on sandfly abundance, survival, and competence as well as dog prevalence and human exposure. After accounting for spatial autocorrelation, we found that land-use (urbanization) and land- type (savannah) were most important in predicting VL risk, with explicit climate variables playing a smaller role in governing VL spillover risk. As western Brazil becomes increasingly urbanized and climate change converts the Amazon rainforest to a savannah ecosystem, we expect the greatest increase in VL spillover risk to be in the Amazon region of Brazil, where VL is currently only sporadically detected in a handful of municipalities. Without increased investment of VL management, eradication goals may become increasingly challenging.

123

ABSTRACT

Deven Gokhale - University of Georgia - US

Elucidating Mechanisms of Mumps resurgence using transmission models

Deven Gokhale, Tobias Brett, Pejman Rohani

Odum School of Ecology

1Mumps is a childhood viral infection, caused by a collection of genotypic strains belonging to the family paramyxoviridae. Despite high estimated coverage with the Jeryl-Lynn vaccine since 1968, the US has witnessed a re-emergence of mumps in the 21stCentury. A critical feature of these recent outbreaks, the causes of which remain contested, is an unusually high proportion of mumps cases among university students and older adults, many of whom have received the complete dose of MMR vaccination. Two principle hypotheses have been proposed to explain contemporary mumps epidemiology: (1) waning of vaccine-derived immunity, and (2) a mismatch between the dominant circulating strain (genotype G) and the virus used in vaccine production (genotype A) leading to “leakiness” in vaccinal immunity. To arbitrate among these competing explanations, we formulated age-stratified mechanistic transmission models and used likelihood-based inference to confront them with longitudinal incidence records. We discuss our findings in the context of efficient public health policy strategies for once again bringing mumps transmission under control.

124

ABSTRACT

Benjamin Golas - Colorado State University - US

Estimating torpor bout duration of free-ranging big brown bats (Eptesicus fuscus)

Benjamin Golas, Paul Cryan, Kevin Castle, Tanya Dewey, Richard Clark, Ted Weller, Colleen Webb

Colorado State University

Infection with the fungus Pseudogymnoascus destructans has led to the death of millions of hibernating bats across North America over the past fifteen years. Mortality from white-nose syndrome, the disease resulting from this infection, has been shown to be at least partially attributable to increased arousal frequency resulting in energy loss and starvation during hibernation. Multiple models of bat energetics and evaporative water loss have been developed to explain mortality from this disease, but translating complex models parameterized using literature and measurements under laboratory conditions to observations in natural systems can prove difficult. To bridge this gap, we attempt to fit these ecophysiological models to a series of torpor bout durations measured via data loggers attached to free-ranging big brown bats (Eptesicus fuscus). We use a combination of sensitivity analysis to guide parameter estimation and ensemble modeling to identify conditions under which different physiological and ecological processes may apply. The intended result is an improved ecophysiology-based estimation of behavior for a specific colony of bats that can be used to better predict mortality when faced with white-nose syndrome.

125

ABSTRACT

Nichar Gregory - Department of Ecology, Evolution and Environmental Biology; Columbia University - US

Assessing multi-scale drivers of tick-borne disease spillover into urban residential yards

Nichar Gregory, Pilar Fernandez, Olivia Card, Meredith VanAcker, Maria Diuk-Wasser

Department of Ecology, Evolution and Environmental Biology; Columbia University

The incidence and geographic distribution of tick-borne diseases (TBDs) has increased dramatically in the United States in recent decades. However, elucidating the drivers of emergence has been challenged by the complex interactions between host, tick and pathogen ecology that determine transmission, and their idiosyncratic responses to environmental conditions. Particularly, TBD spread into urban landscapes has been overlooked. Most studies of TBD risk have focused on rural areas, despite growing evidence that ticks and wildlife hosts can persist in urban landscapes. Urban green spaces may facilitate TBD invasion and increase human exposure when they facilitate tick-carrying hosts to move through areas of high human density and activity. We investigated the risk of tick spillover into residential yards from neighboring greenspaces by conducting tick and environmental surveys over three years on Staten Island, NYC. We fit a Bayesian logistic model to assess the impact of yard and landscape-level features on yard occupancy by three tick species of public health concern (Blacklegged, Lone star and Asian Longhorned ticks). Landscape characteristics were assessed at increasing distances from the yards (50, 100, 200 and 500 meters) using a high-resolution land cover dataset. Tick species showed habitat niche partitioning at multiple spatial scales and fluctuating population sizes across years indicating complex, multi-scale drivers of urban transmission risk. Because these tick species vary in their host specificity, we propose understanding the role of hosts in connecting tick populations in green spaces (sources) with those in backyards (sinks) have important implications for the control of TBDs at the urban frontier.

126

ABSTRACT

Megan Griffiths - MRC-University of Glasgow CVR - UK

Longitudinal deep sequencing of vampire bat betaherpesvirus reveals a promising candidate vector for transmissible rabies vaccines

MEGAN GRIFFITHS, LAURA BERGNER, ALICE BROOS, DIANA MEZA, ANA DA SILVA FILIPE, ANDREW DAVISON, DAN HAYDON, AND DANIEL G STREICKER

MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom; Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, United Kingdom

Vampire bat (Desmodus rotundus) transmitted rabies causes significant health and economic burdens across Latin America despite decades of efforts to control the disease by the culling of bats and vaccination of humans and domestic animals. Reservoir-targeted transmissible vaccines that autonomously spread through host populations would open prospects to eliminate zoonotic pathogens from inaccessible wildlife reservoirs. Such transmissible vaccines can be laboratory-generated by engineering natural virus “vectors” to stimulate immune responses against pathogens. However, numerous pitfalls undermine the real-world suitability of vectors, including safety requirements such as low pathogenicity and host specificity. They must also be capable of invading and spreading to high prevalence in populations that may already sustain a competing wild-type version of the viral vector. Here, by carrying out field and genomic studies, we show that a newly discovered betaherpesvirus of vampire bats (DrBHV) is an ideal candidate for further study as a viral vector of transmissible rabies vaccines.

Across 22 sites in Peru, betaherpesvirus was detected in 97% of vampire bats, with sequencing and phylogenetic reconstruction showing high host specificity within the Phyllostomidae family of neotropical bats, limiting risks to non-target species. Deep sequencing of DrBHV glycoprotein B, revealed the circulation of 11 distinct strains of DrBHV, with strain and geographic area specific prevalences ranging from 10-100%. A negative correlation between strain nucleotide diversity, as a proxy for age, and prevalence, suggests a history of recurrent strain emergence and replacement. Multiple strains were detected in 79% of bats, with up to 5 strains observed concurrently in a single bat, and longitudinal data showed evidence of strain gain, strain loss, and persistent infection (up to 4 years) with periods of latency and reactivation. These results suggest DrBHV as a promising candidate for a lifelong, self-boosting, host-specific transmissible vaccine which could eventually transform the management of vampire bat rabies.

127

ABSTRACT

Christoph Grunau - IHPE - France

Epigenetic engineering of Schistosoma vector snails

Nelia Luviano, Margaret A. Goodell, David Duval, Geneviève Tavernier, Caroline Nevoit, Céline Cosseau, Christoph Grunau

IHPE

DNA methylation is an important epigenetic information carrier in eukaryotes that plays a major role in the control of chromatin structure. Epigenome editing tools have been instrumental to demonstrate functional importance of this mark for gene expression in vertebrates. In invertebrates, such tools are missing. Here we demonstrate that epigenetic engineering can be used to modify in vivo the CpG methylation level of a target gene in the freshwater snail Biomphalaria glabrata, vector of the human pathogen Schistosoma mansoni. We used a dCas9-SunTag-DNMT3A complex and synthetic sgRNA to transfect B. glabrata embryos and observed an increase of CpG methylation at the target site in 40% of the hatching snails.

128

ABSTRACT

Rita Grunberg - UNC - US

Symbiont infection history alters the trajectory of parasite community assembly

Rita Grunberg, Brooklynn Joyner, Charles E. Mitchell

UNC

Within hosts, coinfecting parasites may interact to alter each other’s abundances, and the outcomes of these interactions may depend on the order in which they infect their host. Still, it remains less clear whether an initial exposure to parasites and other symbionts can have long-lasting effects on parasite community assembly. Here, we tested whether prior exposure to three fungal symbionts altered the trajectory of parasite community assembly within their grass host, tall fescue. We inoculated individual hosts with two species of foliar fungal parasites, Colletotrichum cereale and Rhizoctonia solani, and a mutualist endophyte, Epichloë coenophiala, in a full factorial design, and then tracked parasite infections longitudinally in the field for six weeks. We mapped each host’s parasite community across time in multivariate space and evaluated whether initial symbiont inoculation resulted in divergent parasite community trajectories. Hosts that received a mock inoculation of all three symbionts and were thus not initially exposed to either the parasites or mutualist, exhibited divergent parasite community trajectories relative to symbiont-inoculated plants. The parasite communities among inoculation treatments never converged. There was also an interactive effect of Epichloë and Rhizoctonia inoculation on the cumulative temporal variation in parasite community structure, where plants inoculated with Rhizoctonia varied more in parasite composition over time but only in the Epichloë free plants. Although we did detect significant differences in parasite communities between inoculation treatments, parasite community trajectories varied considerably within inoculation treatment groups and the observed increase in among host variation in parasite community composition over time is indicative of ecological drift. Overall, these data provide evidence of persistent changes in parasite community structured based on a single inoculation event and highlight the importance of symbiont infection history for parasite communities under natural field conditions.

129

ABSTRACT

Martin Guillemet - Université de Montpellier - CEFE - France

Coevolution and competition drive the diversification of CRISPR immunity

Martin Guillemet, Hélène Chabas, Antoine Nicot, François Gatchich, Enrique Ortega-Abboud, Cornelia Buus, Lotte Hindhede, Geneviève Rousseau, Thomas Bataillon, Sylvain Moineau, Sylvain Gandon

CEFE UMR 5175, CNRS - Université de Montpellier

Host resistance diversity reduces the emergence and the evolution of pathogens. But it is unclear what drives the dynamics of this diversity. Here we study a coevolving phage population on the diversification of bacterial/host CRISPR immunity across space and time. We find that the negative-frequency-dependent selection generated by coevolution is a powerful force that maintains host resistance diversity and selects for new resistance mutations. But we also find that host evolution is driven by asymmetries in competitive abilities among different host genotypes. The fittest host genotypes are targeted by the evolving phage but they are also the ones that acquire faster new CRISPR resistances. Our study reveals the interplay between intraspecific and interspecific interactions on the evolutionary dynamics of host resistance diversity. The recognition of the joint impact of competition and coevolution on host resistance diversification challenges coevolutionary theory and has long- term implications on the evolution of interacting species.

130

ABSTRACT

Claire Guinat - ETH Zurich - Switzerland

Inferring the transmission dynamics of highly pathogenic avian influenza H5N8 virus from genetic data

Claire Guinat1,2, Cecilia Valenzuela Agui1,2, Jeremie Scire1,2, Tim Vaughan1,2, Anne Pohlmann3, Christoph Staubach3, Edyta Swieton4, Mariette Ducatez5, Tanja Stadler1,2

1 Department of Biosystems Science and Engineering, ETH Zurich, Switzerland; 2 Swiss Institute of Bioinformatics (SIB), Switzerland; 3 Friedrich-Loeffler Institute, Germany; 4 National Veterinary Research Institute, Poland; 5 INRAE-ENVT, France

Since the beginning of the 21st century, the highly pathogenic avian influenza (HPAI) H5N8 virus (clade 2.3.4.4b) represents one of the most serious threats to animal health and livestock economic sustainability. The role of poultry and wild birds in the spread of H5N8 virus remains poorly understood, and while epidemiological and phylogenetic studies have been employed extensively during the epidemic, the genetic data has not yet been used to its full potential.

In this study, we inferred the transmission dynamics of H5N8 virus in poultry and wild birds during the 2016-2017 epidemic using phylodynamic methods. We used existing H5N8 genome sequences of HA segment from four severely affected European countries (n=320). A multi- type birth-death (MTBD) model was fitted to the sequence alignments to estimate the effective reproduction number (Re which corresponds to the average number of secondary cases generated by an infectious case in a partially immune population).

During the first period, the MTBD model revealed that Re was the highest in poultry farms in Hungary (1.4 [95%HPD:0.8,2.1]), followed by wild birds (1.2 [95%HPD:0.8,.6]), poultry farms in Germany (1.0 [95%HPD:0.6,1.4]), poultry farms in Poland (1.0 [95%HPD:0.1,2.4]) and poultry farms in Czech Republic (0.9 [95%HPD:0.1,2.4]), with a decreasing trend during the next periods. Overall, the Re between poultry farms was greater than between poultry farms and wild birds, suggesting that following the initial introduction via infected migratory wild birds from Northern Eurasia, the transmission dynamics were sufficient in wild birds and poultry to maintain transmission in both systems with limited spill over events.

This work illustrates the benefits of using phylodynamic models for providing robust and accurate estimates of key disease transmission parameters based on the integration of genetic and epidemiological data. The findings also provide support to the current plans to minimize the impact of H5N8 virus outbreaks in Europe.

131

ABSTRACT

Christian Gunning - University of Georgia - US

Longitudinal qPCR-based pertussis surveillance reveals widespread asymptomatic infection

Christian E Gunning, CJ Gill, WB MacLeod, RC Pieciak, Pej Rohani

Univerisy of Georgia, Odum School of Ecology

Recent outbreaks of Ebola virus and SARS-CoV-2 highlight the critical role that asymptomatic and minimally symptomatic infections can play in the ecology, epidemiology, and ultimate control of human pathogens. Pertussis provides an important case study, where asymptomatic infections are commonly observed, particularly in adults, and are hypothesized drivers of pertussis resurgences observed in numerous countries. However, quantifying the frequency of asymptomatic or unapparent pertussis remains challenging, as widely-used cross-sectional surveillance studies typically discard information regarding infection intensity and cannot readily distinguish between pre-symptomatic and asymptomatic infections.

Here we present a longitudinal analysis of 17,442 nasopharyngeal (NP) samples collected from a cohort of 1,320 mother/infant pairs in Lusaka, Zambia in 2015-2016. We use IS481 qPCR cycle threshold (CT) values to identify correlations between low- and high-intensity qPCR signals over time, indicating a widespread pertussis outbreak in June-July 2015. We demonstrate non-random transitions between qPCR signal intensity within individuals over time consistent with pertussis infection. Finally, we summarize the evidence for pertussis infection (EFI) in each subject, and show that EFI clusters strongly within mother/infant pairs, and is associated with clinical symptomatology.

Longitudinal qPCR surveillance in this population revealed widespread asymptomatic and minimally symptomatic pertussis in both mothers and infants, despite a marked scarcity of classic pertussis. Our results demonstrate the value of incorporating qPCR signal intensity into infectious disease surveillance, particularly in the presence of unapparent infections, and suggest possible early warning signals for disease outbreaks.

132

ABSTRACT

Natalia Guschinskaya - University of Angers, IRHS - France

Mixed synthetic communities "bacteria - fungi" for seed protection against the pathogenic fungus Alternaria brassicicola

Natalia GUSCHINSKAYA, Muriel MARCHI, Marie SIMONIN, Claire CAMPION, Matthieu BARRET, Philippe SIMONEAU

University of Angers, IRHS, INRAe

The seed microbiome constitutes the primitive microbial inoculum at the starting point of the assembly of the adult plant microbiome. The composition and diversity of this primitive inoculum could have a crucial role in plant fitness and protection against plant pathogens. We aim to develop an alternative disease control strategy against the seed-borne fungal pathogen Alternaria brassicicola. This strategy is based on the use of Synthetic Communities (SynComs) consisting of bacterial and fungal isolates that will be applied as bio priming seed treatment in order to limit plant infection by A. brassicicola.

In order to find the good candidates to build our SynСoms, we will focus on 15 bacterial and 31 fungal taxa recently identified as «core microbiota» of radish seeds. We will select typical isolates among our collection (500 bacterial and 150 fungal strain isolated from radish seed Raphanus sativus var. Flamboyant 5). To date, molecular typing of our fungal strain collection (ITS1) reveals that nine taxa were successfully isolated. To increase this diversity, we will re- isolate fungal strains using an alternative dilution-to-extinction culturing method.

The isolates will be tested for their antibiosis and fungistasis capacity against A. brassicicola. Their metabolic and growth profiles will be analyzed. All these data will be used to select the most promoting isolates. We will reconstruct mixed bacteria-fungi SynComs and assess their influence on the transmission of A. brassicicola from radish seed to seedling. The metabarcoding analysis (gyrB for bacteria, ITS1 for fungi) will reveal the dynamics of each bacterial and fungal isolate present in the SynComs and identify which taxa have negative interactions with A. brassicicola within a microbiota. Finally, these identified SynComs will helped us to study the mechanisms of microbiota assembly during its transmission from seed to seedling and to develop microbiota management approaches to limit the transmission of pathogens.

133

ABSTRACT

Andreas Handel - University of Georgia - US

User-friendly software to learn infectious disease modeling on the population and individual host levels

Andreas Handel

University of Georgia

Simulation models are increasingly important to study infectious diseases both on the population and individual host level. Using simulation models often requires good coding skills, which many students do not start out with. To introduce students to infectious disease modeling without the barrier posed by coding, we developed software, namely the R packages DSAIDE and DSAIRM. These R packages allow users to engage with infectious disease topics and models through a graphical interface, without the need to write code. Each model contains a full explanation and a list of tasks that the user is asked to work through. By working through the tasks, individuals will learn specific topics in infectious disease modeling, e.g., the concept of the reproductive number or the impact of drugs on within- host infection dynamics. The software also allows interested users to gently move toward writing code, with increasing amount of coding allowing for increasing functionality and flexibility. For teachers, there are solutions to the exercise tasks. More information about the R packages can be found at: https://ahgroup.github.io/DSAIDE/ and https://ahgroup.github.io/DSAIRM/

134

ABSTRACT

John Hanley - University of Vermont - US

An Inductive Reasoning Agent-Based Model of Social Distancing Behavior, Risk Perceptions, and COVID-19 Transmission

Sarah A. Nowak; John P. Hanley

University of Vermont; University of Vermont

The COVID-19 pandemic has laid bare the relationship between the impact of imperfect information on an individual’s behavioral adaptation and the resulting, sometimes counterintuitive system dynamics of its transmission. Therefore, understanding the dynamics of how human behavior could impact the transmission of infectious diseases is critical to developing strategies to control their spread. Throughout the COVID-19 pandemic peoples’ risk tolerance for venturing outside their households into enclosed public spaces (e.g., restaurants, stores) has varied due to their perception of risk of becoming infected with COVID-19 and fatigue that results in a yearning to return to pre-pandemic societal norms. Risk of becoming infected with COVID-19 is driven by the number of people an individual comes into close contact with as well as the total amount of time they spend with people outside their household. Therefore, in this work we have developed an agent-based model (ABM) that utilizes inductive reasoning to model agents’ perceived risk of visiting an enclosed public space. As an individual agent’s perceived risk of becoming infected with COVID-19 increases, that agent’s comfort of visiting densely populated enclosed spaces decreases. Depending on the model’s behavioral parameters, the disease may quickly die out, spread uncontrolled until herd immunity is reached, or oscillate between low to high transmission levels resulting in multiple peaks in the infection prevalence. When agents’ behavioral adaptation is based on imperfect information, system dynamics may be counter-intuitive; for example agents’ comfort and frequency of interacting with others may increase even as R0 > 1 and infections rise. Such dynamics hIndiar the ability to control the COVID-19 pandemic and future pandemics.

135

ABSTRACT

Mallory Harris - Stanford - US

Polarization and Segregation: Diverging Awareness and Attitude in a Coupled-Contagion Model of Disease and Behavior

Mallory Harris and Erin Mordecai

Stanford

During the COVID-19 pandemic, efforts to reduce transmission have been strongly dependent on the adoption of individual protective behaviors, including physical distancing, mask wearing, and vaccination. While policies like restrictions on gathering sizes, mask mandates, and vaccine requirements for entry to certain facilities may promote adoption of protective behaviors, compliance is dependent on underlying attitudes. Awareness of disease risk and a sentiment transmission process may shape attitude toward the virus. Both factors may diverge sharply based on group identity, especially if groups are highly homophilous (i.e., in-group interactions are more frequent than out-group interactions).

We describe intergroup divisions using a coupled-contagion model for transmission of an infectious disease and attitude toward protective behaviors. The population is split into two homophilous groups with respect to disease transmission. Attitude toward protective behaviors that reduce disease transmission are partially determined by awareness of recent deaths from the pathogen with varied awareness of in-group and out-group disease burden. To model polarization in attitude, we additionally split the population into two homophilous groups with respect to a sentiment transmission process (for a total of four subgroups), where adoption of protective attitudes depends on the prevalence of an attitude within one’s own group and aversion to attitudes observed in the opposite group.

We have developed an interactive web app to explore the dynamics of this model. By conducting a survey on attitude toward and awareness of COVID-19 based on group identities and fitting this model to observed COVID-19 cases and deaths, I will quantify the impact of polarization and social segmentation on overall disease burden.

136

ABSTRACT

James Hay - Harvard University - US

Viral loads observed under competing strain dynamics: disentangling virology from epidemiology

James A Hay, Michael J Mina

Center for Communicable Disease Dynamics, Harvard TH Chan School of Public Health

Emerging SARS-CoV-2 variants (VOCs) with increased transmissibility and/or immune escape have led to projected and realized concerns over subsequent waves of infection during the COVID-19 pandemic. A plausible mechanism behind increased transmissibility results from more severe viral kinetics, wherein VOC-infections cause higher, more persistent viral loads in infected hosts. Support for this hypothesis comes in part from routine PCR testing data, where lower Ct values (higher viral loads) have been reported for VOC-confirmed samples relative to non-VOC samples. However, it has recently been shown that the distribution of viral loads in the population changes as a function of the epidemic growth rate; lower Ct values may therefore simply reflect the increasing incidence of the VOC lineage. To understand if changing viral loads observed under routine surveillance reflect viral kinetics or population dynamics, we used a mathematical model describing competing strain dynamics, and simulated viral loads in infected individuals observed under different surveillance data collection approaches. We found that the mean and skewness of viral loads observed in the simulated population tracked the growth rate of circulating strains, with strong effects under random cross-sectional surveillance and weak effects under symptom-based testing. Even when the strains were assumed to have identical viral kinetics, observed viral loads at the population level were substantially different when stratified by strain, reflecting differences in underlying growth rates. When analyzing virologic surveillance data, controlling for epidemic dynamics by accounting for time since symptom onset or the effective reproductive number at the time of sampling helps to disentangle epidemiological from underlying virologic effects. Epidemic dynamics should therefore be accounted for when investigating strain- specific viral kinetics using virologic surveillance data, and should be corroborated with longitudinal studies and alternative lines of evidence.

137

ABSTRACT

Maryam Hayati - University of Michigan - US

Predicting successful strains for the seasonal influenza vaccine using topological properties of the influenza tree and machine learning tools

Maryam Hayati, Jessica Stockdale, Caroline Colijn

Simon Fraser University

The seasonal influenza (flu) vaccine is designed to protect against those influenza viruses predicted to circulate during the upcoming flu season. However, influenza viruses undergo genetic changes over time; due to rapid mutations, in particular in the hemagglutinin and neuraminidase genes, seasonal influenza vaccines must be reviewed and updated annually. The annual composition of the flu vaccine is determined by the viruses predicted to circulate in the coming season, the spreading patterns of those viruses, and, to some extent, the immune responses produced against those viruses included in the previous season’s vaccine. In this paper we use phylogenetic trees reconstructed from hemagglutinin (HA) and neuraminidase (NA) sequences from human influenza viruses, together with counts of epitope site polymorphisms in hemagglutinin, to predict which influenza virus strains are likely to persist in the next flu season. For each tip (influenza virus) in these trees, we define a set of features using the structural properties of both HA and NA subtrees (small groups of taxa). Using a support vector machine (SVM), we classify the tips of the trees reconstructed from influenza strains (using human strains from 1980 up to years 2016, 2017, 2018, 2019 and 2020) into successful and unsuccessful groups with accuracies of 0.75-0.89 and a classifier `area under the curve' (AUC) of 0.83-0.91. Among the set of successful strains in each year, we propose several for inclusion in the next flu vaccine by comparing measures of epitope distance to previous years' strains. Our suite of phylogenetic features followed by our optimal distance measure are able to identify very similar strains for vaccine inclusion to those proposed by the World Health Organization, without requiring use of antigenic characterization.

138

ABSTRACT

Qixin He - Purdue University - US

An antigenic diversification threshold for falciparum malaria transmission at high endemicity

Qixin He, Mercedes Pascual

Purdue University, University of Chicago, Santa Fe Institute

In malaria and several other important infectious diseases, high prevalence occurs concomitantly with incomplete immunity. This apparent paradox poses major challenges to malaria elimination in highly endemic regions, where asymptomatic \textit{Plasmodium falciparum} infections are present across all age classes creating a large reservoir that maintains transmission. This reservoir is in turn enabled by extreme antigenic diversity of the parasite and turnover of new variants. We present here the concept of a threshold in local pathogen diversification that defines a sharp transition in transmission intensity below which new antigen-encoding genes generated by either recombination or migration cannot establish. Transmission still occurs below this threshold, but diversity of these genes can neither accumulate nor recover from interventions that further reduce it. An analytical expectation for this threshold is derived and compared to numerical results from a stochastic individual- based model of malaria transmission that incorporates the major antigen-encoding multigene family known as \textit{var}. This threshold corresponds to an "innovation" number we call $R_{div}$; it is different from, and complementary to, the one defined by the classic basic reproductive number of infectious diseases, $R_{0}$, which does not readily apply under large and dynamic strain diversity. This new threshold concept can be exploited for effective malaria control and applied more broadly to other pathogens with large multilocus antigenic diversity.

139

ABSTRACT

Tobias Hector - University of Oxford - UK

Host thermal limits in the face of infectious disease: how important are pathogens?

Tobias E Hector, Carla M Sgrò, & Matthew D Hall

Monash University

Global change is predicted to increase the frequency and severity of both extreme thermal events and disease outbreaks. Consequently, disease outcomes for a host may be increasingly dependent on the interaction between thermal stress and pathogen exposure. Missing from the intersection between studies of infectious disease and thermal ecology, however, is the capacity for pathogen exposure to directly disrupt a host’s ability to cope with thermal stress. Here, we present results exploring the impact of infection on host performance under thermal stress in several host-bacterial pathogen systems. We show that infection is an important determinant of host thermal performance. Indiaed, infection can reduce host thermal limits to a degree that equals the variation in thermal limits we see within widely distributed species, and equals the effects of other ecologically relevant stressors. We then show how alteration of host thermal limits can vary across host and pathogen genotypes, host-pathogen systems, previous thermal experience, and locally adapted populations. We finally pose remaining questions and future directions key in further understanding the consequences of pathogen-mediated changes in host thermal performance.

140

ABSTRACT

Lucy Henshall - University of Aberdeen - UK

What drives the variation in abundance of the two principle flea vectors of Plague in Madagascar?

Lucy Henshall, Dr. Soanandrasana Rahelinirina, Dr. Minoarisoa Rajerison, Dr. Sandra Telfer

University of Aberdeen, Institute de Pasteur, Madagascar

Plague, caused by the pathogenic bacterium Yersinia pestis, is endemic in Madagascar with several hundred human cases typically reported per year. The principal reservoir host for plague is Rattus rattus, with two flea vectors involved in transmission. These are: Xenopsylla cheopis, an invasive flea found throughout the island, and Synopsyllus fonquerniei, an endemic flea only present in the Central Highlands , where plague transmission mainly occurs. Understanding of the factors driving variation in the abundance of these two flea species is crucial for informing effective disease control strategies.

Using data from c. 100 sites across Madagascar, we used generalised linear mixed effects models to explore spatial (local habitat, bioclimatic region) and temporal (seasonal) variation in flea abundance. Consistent with previous research, X. cheopis was predominately collected inside dwellings, whilst S. fonquerniei was found almost exclusively in outdoor sites, with highest abundances in forest habitats.

The two vector species showed contrasting spatial and temporal patterns in abundance, with the endemic flea expressing particularly strong seasonal variation, likely due to its outdoor distribution.

In terms of temporal patterns, S. fonquerniei demonstrated strong seasonal variation with its abundance peaking after the cool, dry winter. S. fonquerniei abundance was also higher in bioclimatic regions which have a distinct dry season, as well as regions with lower average summer temperatures. This further suggests an association between climate and abundance. X. cheopis showed less pronounced seasonal variation across the country, however a small amount of bioclimate-driven variation is observed .

141

ABSTRACT

Jose Herrera - The Pennsylvania State University - US

Network structure and disease risk for an endemic infectious disease

José L. Herrera-Diestra1, Michael Tildesley2, Katriona Shea1 and Matthew Ferrari1,3

1Department of Biology, The Pennsylvania State University, University Park, PA, USA; 2Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, Mathematics Institute and School of Life Sciences, University of Warwick, CoventryCV47AL, UK; 3Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, PA, USA.

A goal of sentinel surveillance is to identify and monitor locations that may enable early detection of outbreaks to permit rapid and targeted interventions. The selection of sentinel locations relies on either a priori assessment of outbreak risk or the prior distribution of outbreaks. Here we combine detailed records of livestock shipments and the occurrence of foot and mouth disease (FMD) outbreaks to stratify locations in risk categories. We use detailed records of 14,261,447 livestock shipments in Turkey from 2007 to 2012 to characterize the pattern of livestock movements as a weighted-directed network, where nodes are epi- units (a village or a neighborhood comprised of several holdings), and edges connecting epi- units are placed according to direction and frequency of shipments. Using records of 3718 FMD outbreaks over this same time frame, we categorize epi-units as those that experienced at least one outbreak (infected), those that did not experience outbreaks and were 1 edge away from an epi-unit that experienced an outbreak (high-risk) and those that were 2 or more edges away from an epi-unit that experienced an outbreak (low-risk). We find that epi- units that were either infected or at high risk of infection had higher values of a number of centrality measures (eigenvector, betweenness, degree, coreness). In contrast, low-risk epi- units were disproportionately identified with low values of centrality (i.e., lower than the mean). These results suggest that efforts to detect FMD outbreaks should be focused preferentially in epi-units with centralities greater than the mean, and not uniquely on epi- units with highest centralities.

142

ABSTRACT

María Fernanda Herrera-Saldívar - Universidad Autónoma de Nuevo León - Mexico

Genomic epidemiology of SARS-CoV-2 in Nuevo Leon

María Fernanda Herrera-Saldívar1, Ana M. Rivas-Estilla1, Kame A. Galán-Huerta1, Javier Ramos-Jiménez1, Manuel E. de-la-O-Cavazos2

1.Facultad de Medicina, Universidad Autónoma de Nuevo León, Monterrey, Nuevo Leon, Mexico. 2.Secretaría de Salud del Estado de Nuevo León, Monterrey, Nuevo Leon, Mexico.

Introduction:

The severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) is a human infecting coronavirus. SARS-CoV-2 lineages A and B are circulating in Mexico.

Objective:

Identify the lineages of SARS-CoV-2 circulating in the state of Nuevo Leon.

Methods:

We employed the ARTIC sequencing protocol on RNA samples from patients with a confirmed diagnosis of COVID-19. The sequences obtained were used to identify the different SARS-CoV-2 lineages circulating in the state. Phylogeny reconstruction was inferred using maximum clade credibility approach.

Results:

We obtained 78 SARS-CoV-2 complete genomes. As of February 25th, 2021, 27 lineages were found circulating in the region and most of the samples corresponded to the lineages B.1, B.1.1.207 and B.1.1.222. Only one of the genomes was part of the A lineage, and it was found circulating at the beginning of the epidemic. Lineages B.1, B.1.1.207, B.1.243 and B.1.396 were found circulating during consecutive months so they could be associated with community transmission.

The 78 sequences formed clusters and were dispersed throughout the maximum clade credibility tree, which suggested that the evolution of viral lineages in the state was due to introductions from international or interstate travels and community transmission events.

Conclusion:

We report that there are different lineages of SARS-CoV-2 circulating in the state of Nuevo Leon.

143

ABSTRACT

Catherine Herzog - Pennsylvania State University - US

Cattle are currently dead end hosts in peste des petits ruminants transmission: modeling and experimental study

Catherine M. Herzog, Fasil Aklilu, Vivek Kapur, Ottar N. Bjørnstad

Pennsylvania State University

Peste des petits ruminants virus (PPRV) causes a contagious disease of high morbidity and mortality in sheep and goats. Cattle are believed to be dead end hosts, although studies show seroconversion in the lab and field.

This multi-part study investigated cross species transmission using epidemiological, statistical, mathematical, and experimental approaches. We used a serosurvey of 7,538 animals in Tanzania to parameterize a multi-species dynamical model of PPRV transmission among sheep, goats, and cattle for different herd sizes and herd compositions and to calculate the reproductive number (R0) using the next-generation formalism. For biologically plausible parameters, the mid-range R0 estimate for all three species was 4.0. Using this multi-species setting R0, we investigated the role of each species in transmission dynamics. If cattle were removed, the resulting next-generation two-species (sheep-goat) R0 estimate was 3.73. The removal of sheep only, goats only, and both sheep and goats resulted in R0 estimates of 2.14, 2.14, and 0.28, respectively. Therefore, sheep and goat vaccination is expected to break sustained PPRV transmission, except in the case where cattle transmit PPRV onward at 40% greater rate than that of sheep and goats.

To address if cattle shed infectious virus and transmit to small ruminants, a series of 8 experimental transmission trials were conducted. No transmission was observed from 32 PPRV- inoculated Zebu cattle to 32 co-housed goats over 35 days. Neither species showed clinical signs, goats did not seroconvert, cattle seroconverted. All goat positive controls developed disease. These experiments put an upper bound on the probability of cattle-to-goat transmission during extended cohousing at 5%.

Taken together, these investigations suggest cattle do not currently play a role in PPRV transmission to small ruminants under conditions that emulate East African mixed animal husbandry practices. Future research should monitor potential viral evolution during PPRV eradication and other atypical host spillovers.

144

ABSTRACT

Sam Hillman - University of Edinburgh - UK

Where the wild mice are: how space-use and contact network structure affects parasite transmission in wild wood mice

Sam Hillman1, Liam O’Brien1, Rowan Bancroft1, Agata Delnicka1, Curt Lamberth2, Sarah CL Knowles2, Jessica L Hall1, Andy Fenton3, Amy B Pedersen1,4

1Institute of Evolutionary Biology, University of Edinburgh, 2Department of Zoology, University of Oxford, 3Institute of Integrative Biology, University of Liverpool, 4Institute of Immunology and Infection, University of Edinburgh

The availability and distribution of resources in the environment are known to alter animal movement, space use, home range size, and contact networks between individuals – all of which present opportunities for changes to parasite transmission. Although resources vary naturally across habitats, continued anthropogenic pressure is contributing to changes in both the availability and distribution of these resources and consequently how animals utilise them, leading to possible changes in parasite transmission.

Technological advances, such as proximity-logging equipment, allow us to measure changes in space-use and movement in addition to using more traditional mark and recapture methods. We manipulated resource availability and distribution available to wild wood mice (Apodemus sylvaticus) across woodland sites in Scotland by providing high-quality mouse feed from May to December 2019 and from July to December 2020. We used a combination of longitudinal mark-and-recapture live-trapping combined with Passive Integrated Transponders (PIT)-tag proximity-loggers in each of our three resource manipulation grids to measure wild wood mouse movement and space-use patterns and to generate contact networks derived from both the proximity-loggers and the live-trapping data. Combining proximity-logging with traditional trapping data gave detailed information about the movement and contact patterns of wild mice, and how resource availability and distribution impacted how wild mice utilised both space and available resources

Here, we lay out how these changes might affect parasite transmission in a population with multiple naturally-occurring parasite species with multiple transmission modes, and our plans to analyse and model this data.

145

ABSTRACT

Axel Hoarau - UMR Processus Infectieux en Milieu Insulaire Tropical - Université de La Réunion - France

Viral coinfection dynamics in Reunion free-tailed bats (Mormopterus francoismoutoui)

Hoarau AOG, Koster M, Le Minter G, Dietrich M, Mavingui P, Lebarbenchon C

University of Reunion, UMR Processus Infectieux en Milieu Insulaire Tropical, INSERM 1187, CNRS 9192, IRD 249, Saint Denis, Reunion Island

Simultaneous circulation of multiple infectious agents in vertebrate hosts is common. Coinfections can affect host fitness and transmission dynamics of infectious agents, although these aspects remain understudied in wildlife. We focused on the epidemiology of astroviruses, coronaviruses, and paramyxoviruses in a Reunion free-tailed bat (Mormopterus francoismoutoui) maternity colony. A total of 1,604 feces samples was collected during a longitudinal study, for three consecutive seasons. Samples were tested for the presence of viral RNA by PCRs. Viruses were detected during the three birthing seasons, with significant differences in the overall proportion of positive individuals: 1.8% ± 0.6% for astroviruses, 6.1% ± 1.2% for paramyxoviruses, and 18.7% ± 1.9% for coronaviruses. Coinfection was relatively low: 1.3% ± 0.6% of positive bats and no interaction was detected between viruses. We observed a significant variation in coronavirus and paramyxovirus prevalence over time, potentially associated to changes in the structure of the host population throughout the breeding season. This study highlights the importance of longitudinal studies and the need for a better understanding of the potential interactions between infectious agents, and their consequences on disease transmission dynamics and spillover to other hosts.

146

ABSTRACT

Amber Gigi Hoi - University of Toronto - Canada

Vector diversity and malaria prevalence: global trends and local determinants

Amber Gigi Hoi, Benjamin Gilbert, Nicole Mideo

Department of Ecology and Evolutionary Biology, University of Toronto

Identifying determinants of global infectious disease burden is a central goal of disease ecology and epidemiology. While it is widely accepted that host diversity structures parasite diversity and prevalence across large spatial scales, the influence of vector diversity on disease risk has rarely been examined despite the role of vectors as obligatory intermediate hosts for many parasites. Malaria, for instance, can be transmitted by more than 70 species of Anopheles mosquitoes, but the impact of this vast diversity on malaria risk remains unclear. Further, the impact is likely dependent on the context in which disease transmission occurs, as arthropod life history and behavior are highly sensitive to environmental factors such as temperature. We studied the relationship between vector diversity, malaria prevalence, and environmental attributes using a unique dataset we curated by integrating several open- access sources. First, we investigated and characterised broad associations between global malaria prevalence and vector diversity. Overall, mosquito species richness was negatively associated with malaria prevalence. However, the nature and strength of this relationship turned out to differ by latitude, such that vector diversity was positively associated with malaria prevalence near the equator, and this effect weakened and reversed to a slight negative association toward the edge of the tropics. Next, we examined in depth how biotic and abiotic factors interact to determine malaria risk in two malaria endemic regions, Africa and Southeast Asia, using structural equation models. We found that in Africa, the environment exerted a top-down influence on disease through its role in shaping vector communities, whereas in Southeast Asia, disease risk is influenced by more complex interactions between the environment (i.e., rainfall and GDP) and vector diversity across sites. This work represents the first comprehensive study of vector diversity on malaria risk and offers crucial insights to vector management and disease control.

147

ABSTRACT

Inga Holmdahl - Harvard TH Chan School of Public Health - US

Accounting for heterogeneity in wild adult samples to measure insecticide resistance in Anopheles malaria vectors

Inga Holmdahl (1), Caroline Buckee (1), Lauren Childs (2)

1. Harvard TH Chan School of Public Health 2. Virginia Tech

Systematic, long-term, and spatially representative monitoring of insecticide resistance in Anopheles malaria vectors is needed to quantify the impact of insecticide resistance on malaria transmission, and to combat failing interventions when resistance emerges. Resistance assays on wild-caught adult mosquitoes offer an alternative to the current protocols, and can be done cheaply, in a shorter time frame, and in the absence of an insectary. We developed a discrete-time deterministic mosquito lifecycle model to simulate different types of insecticide assays and to evaluate the bias in insecticide resistance bioassays using either adult-captured or larval-captured samples. We incorporated non- lethal effects of insecticide exposure that were demonstrated in laboratory experiments. Using output from this model, we simulated assays from either larval-captured or adult- captured samples. We found that the bias in adult-captured assays depended on the level of insecticide resistance in the population, rather than spatial structure of the population or insecticide coverage. Using the model, we compared the results of these assays to true resistance as measured by the presence of the resistance allele, and constructed a correction model that can be used to reduce bias in adult-sampled assays. In a sample of 100 test mosquitoes, simulated 1000 times, we found that compared to adult-captured assays (MSE = 0.0059), larval-captured assays were a better measure of true resistance (MSE = 0.0018). Using the correction model, we were able to improve the accuracy of the adult- captured assay results (MSE = 0.0038). These results show that adult-captured bioassays— which have logistical advantages over the standard larval-captured assays—can be improved using a simple mathematical approach and used to inform resistance monitoring programs.

148

ABSTRACT

Emily Howerton - Pennsylvania State University - US

Synergistic interventions to control COVID-19: mass testing and isolation mitigates reliance on distancing

Emily Howerton [1,2], Matthew J. Ferrari [1,2], Ottar N. Bjørnstad [1,2], Tiffany L. Bogich [1,2], Rebecca K. Borchering [1,2], Chris P. Jewell [3], James D. Nichols [4], William J.M. Probert [5], Michael C. Runge [4], Michael J. Tildesley [6], Cécile Viboud [7], and Katriona Shea [1,2]

[1] Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, Pennsylvania, United States of America; [2] Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, United States of America; [3] Lancaster Medical School, Lancaster University, Lancaster, United Kingdom; [4] Patuxent Wildlife Research Center, US Geological Survey, Laurel, Maryland, United States of America; [5] Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom; [6] Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), Mathematics Institute and School of Life Sciences, University of Warwick, Coventry, United Kingdom; [7] Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America

Shutdowns of non-essential businesses and stay-at-home orders are powerful, but socially costly, tools to control the pandemic spread of SARS-CoV-2. Mass testing strategies, which rely on widely administered frequent and rapid diagnostics to identify and isolate infected individuals, are emerging as a potentially less disruptive management solution. In this research, we assess the extent to which mass testing and isolation strategies can reduce reliance on socially detrimental non-pharmaceutical interventions, such as distancing and shut-downs. We develop a multi-compartmental model incorporating both preventative non- pharmaceutical interventions (NPIs) and testing and isolation to evaluate their combined effect on public health outcomes. Our model is designed to be a policy-guiding tool that captures important realities of the testing system, including constraints on test availability and non-random testing allocation. We show how the characteristics of the testing system, including test availability, test delays, and test sensitivity, may inform the implementation of preventative NPIs to achieve desired public health outcomes in the future. Our analysis shows that strategic changes in interventions can achieve similar public health outcomes with less reliance on non-pharmaceutical interventions, and emphasizes the importance of identifying and isolating unreported, asymptomatic infections. Changes in NPIs, including the intensity of lockdowns and stay at home orders, should be coordinated with increases in testing to ensure epidemic control. Further, we consider how vaccination may affect NPI and testing capacity requirements, demonstrating the importance of maintaining these additional interventions through vaccine rollout. Importantly, our results can be used to guide ramp-up of testing capacity, allow for the flexible design of combined interventions based on social and political context, and inform future cost-benefit analyses to identify efficient pandemic management strategies.

149

ABSTRACT

Juliana Hoyos - University of Georgia - US

Implementation of HSP70-sequencing for species identification within the Leishmania (Viannia) guyanensis complex, using field samples from endemic areas of Colombia.

Juliana Hoyos1,2, Mariana Rosales-Chilama2,3, Cielo León1, Camila González1, María Adelaida Gómez2,3

1 Centro de Investigación en Microbiología Tropical y Parasitología (CIMPAT). Departamento de Ciencias Biológicas. Universidad de Los Andes, Bogotá, Colombia. 2 Centro Internacional de Entrenamiento e Investigaciones Médicas-CIDEIM. Calle 18 # 122-135 Campus de la Universidad Icesi (Edificio O). Cali, Colombia. 3 Universidad Icesi, Calle 18 # 122-135. Cali, Colombia.

1Background: Colombia reports one of the highest numbers of endemic Leishmania species (n=9) causing human disease. Although much effort has been devoted to generating simple and specific tools for Leishmania species identification, challenges remain in the discrimination of species belonging to the Leishmania (Viannia) guyanensis complex (L. V. guyanensis and L. V. panamensis). Methods: A set of seven reference strains of species pertaining to the L. Leishmania and L. Viannia subgenera, clinical strains from human cases of dermal leishmaniasis (n=26) , and tissue samples collected from sylvatic mammals and sandflies (n=7) from endemic areas of Colombia were included in this study. The HSP70 gene was PCR-amplified from DNA extracts of logarithmic phase promastigotes or tissue samples, and PCR products were sequenced. Sequence alignment was performed against a set of 105 previously published and curated sequences, and phylogenetic analysis based on maximum-likelihood and Bayesian inferences approaches were conducted. Haplotypic diversity among strains and species of the L.V. guyanensis complex was explored using a median-joining network. Results: Sequencing of the HSP70 gene showed an excellent concordance with L.Viannia species typing using isoenzyme electrophoresis or monoclonal antibodies, with complete species matching except for one sylvatic sample with an identity yet unsolved. Among the clinical strains previously defined as L. V. panamensis, we found two distinctive phylogenetic clusters correlated with two different zymodemes, L.V. panamensis Z2.2 and Z2.3. Analysis of sylvatic samples identified novel records of natural infections for wild mammals and sandflies species. Conclusions: Our results support the usefulness of HSP70 gene sequencing as a single locus approach for discrimination of L.Viannia species circulating in Colombia, as well as for exploring the genetic diversity within the L. V. guyanensis complex.

150

ABSTRACT

Yen-Hua Huang - University of Wisconsin-Madison - US

Disease or drought: environmental fluctuations release zebra from anthrax transmission hotspots

Yen-Hua Huang1,2, Hendrina Joel3, Martina Küsters4, Zoe R. Barandongo1,2, Claudine C. Cloete5, Axel Hartmann5, Pauline L. Kamath6, J. Werner Kilian5, John K. E. Mfune3, Gabriel Shatumbu5, Royi Zidon7, Wayne M. Getz8,9, Wendy C. Turner10,2

1Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA. 2Department of Biological Sciences, University at Albany, State University of New York, Albany, NY 12222, USA. 3Department of Biological Sciences, University of Namibia, Windhoek, Namibia. 4Okaukuejo, Namibia. 5Etosha Ecological Institute, Ministry of Environment, Forestry and Tourism, Okaukuejo, Namibia. 6School of Food and Agriculture, University of Maine, Orono, ME, 04469, USA. 7Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem, Israel. 8Department of Environmental Science, Policy & Management, University of California, Berkeley, CA 94704, USA. 9School of Mathematical Sciences, University of KwaZulu-Natal, Durban, South Africa. 10U.S. Geological Survey, Wisconsin Cooperative Wildlife Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin- Madison, Madison, WI 53706, USA. 2Department of Biological Sciences, University at Albany, State University of New York, Albany, NY 12222, USA. 3Department of Biological Sciences, University of Namibia, Windhoek, Namibia. 4Okaukuejo, Namibia. 5Etosha Ecological Institute, Ministry of Environment, Forestry and Tourism, Okaukuejo, Namibia. 6School of Food and Agriculture, University of Maine, Orono, ME, 04469, USA. 7Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem, Israel. 8Department of Environmental Science, Policy & Management, University of California, Berkeley, CA 94704, USA. 9School of Mathematical Sciences, University of KwaZulu-Natal, Durban, South Africa. 10U.S. Geological Survey, Wisconsin Cooperative Wildlife Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA.

When a transmission hotspot for an environmentally persistent pathogen establishes in otherwise high-quality habitat, the disease may exert a strong impact on a host population. However, fluctuating environmental conditions lead to heterogeneity in habitat quality and animal habitat preference, which may interrupt the overlap between selected and risky habitats. We evaluated spatiotemporal patterns in anthrax mortalities in a plains zebra (Equus quagga) population in Etosha National Park, Namibia, incorporating remote-sensing and host telemetry data. A higher proportion of anthrax mortalities of herbivores was detected in open habitats than in other habitat types. Resource selection functions showed that the zebra population shifted habitat selection in response to changes in rainfall and vegetation productivity. Average to high rainfall years supported larger anthrax outbreaks, with animals congregating in preferred open habitats, while a severe drought forced animals into otherwise less preferred habitats, leading to few anthrax mortalities. Thus, the timing of anthrax outbreaks was congruent with preference for open plains habitats and a corresponding increase in pathogen exposure. Given shifts in habitat preference, the overlap in high-quality habitat and high-risk habitat is intermittent, reducing the adverse consequences for the population. 151

ABSTRACT

Ellen Hughes - University of Glasgow - UK

Risk factors for Crimean-Congo haemorrhagic fever virus exposure in livestock in northern Tanzania

Ellen C Hughes(1,2), Sarah Cleaveland(1), William A de Glanville(1), Felix Lankester(3), Tito Kibona(4), Emamnuel Swai(5), Blandina T. Mmbaga(6,7), Melinda K Rostal(1,8), John Claxton1, Kathryn J Allan(1,9), Brian Willett(2)

1.Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, UK; 2.MRC-University of Glasgow Centre for Virus Research, Glasgow, UK; ; 3.Paul G. Allen School for Global Health, Washington State University, Pullman, USA; 4.Nelson Mandela African Institution for Science and Technology, Arusha, Tanzania; 5.Department of Veterinary Services, Ministry of Livestock and Fisheries, Tanzania; 6.Kilimanjaro Clinical Research Institute, Moshi, Tanzania; 7.Kilimanjaro Christian Medical University College, Moshi, Tanzania; 8.EcoHealth Alliance, USA; 9.School of Veterinary Medicine, University of Glasgow, UK

Crimean-Congo haemorrhagic fever virus (CCHFV) is categorised by the World Health Organisation’s Research and Development Blueprint as a public health emergency priority pathogen. The virus can cause a severe haemorrhagic fever in humans, with a case fatality rate of up to 40%. Transmission is primarily tick-borne but can also occur via blood and tissues from viraemic livestock reservoirs. Although believed to be endemic in much of sub-Saharan Africa, the distribution and epidemiology of the virus in the region is poorly understood. Northern Tanzania has been identified as an area at high risk of CCHFV infections in people, but no previous published studies have investigated the epidemiology of the virus in the country, in either humans or livestock. This study investigated seroprevalence and risk factors associated with CCHFV exposure in livestock.

Sera from 7697 cattle, sheep, goats from Arusha and Manyara regions in northern Tanzania were collected in 2016 as part of a cross-sectional survey. Seropositivity to CCHFV was determined using a commercial ELISA kit (IDvet, Grabels, France). Mixed effects multivariable logistic regression models were used to investigate risk factors associated with CCHFV exposure.

Seroprevalence was high, with 49.6% cattle (95% CI 47.8-51.4%), 33.8% goats (95% CI 31.9- 35.7%), and 27.8% sheep (95% CI 25.8-29.7%) seropositive. Exposure was seen in all age groups tested, and analysis to date shows that increasing age was significantly associated with increased odds of exposure, suggesting the virus is endemic in livestock in the region. Further investigation of risk factors is ongoing and will be presented on the poster.

This is the first study to investigate CCHFV exposure in cattle, sheep and goats in Tanzania and the results will provide new insights into risks associated with livestock exposure in the area, as well as a basis upon which to build future work investigating risks for human exposure.

152

ABSTRACT

Ryan Imrie - University of Exeter - UK

Between virus correlations in the outcome of infection across host species: evidence of virus genotype by host species interactions

Ryan M. Imrie, Katherine E. Roberts, Ben Longdon

University of Exeter

Virus host shifts are a major source of outbreaks and emerging infectious diseases, and predicting the outcome of novel host and virus interactions remains a key challenge for future research. The evolutionary relationships between host species can explain variation in transmission rates, virulence, and virus community composition between hosts, but the potential for different viruses to interact with host species effects has yet to be established. To investigate this, we measured correlations in viral load of four Cripavirus isolates across experimental infections of 45 Drosophilidae host species. We found positive correlations between every pair of viruses tested, suggesting that certain host and host clades may be broadly susceptible and could act as reservoirs and donors for certain types of viruses. Additionally, we found evidence of virus-by-host species interactions, highlighting the importance of both host and virus traits in determining the outcome of virus host shifts. More closely related viruses tended to be more strongly correlated, providing tentative evidence that virus evolutionary relatedness may be a useful proxy for determining the likelihood of novel virus emergence, although this requires further study to prove conclusively.

153

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Julie Isaïa - Université de Lausanne - Switzerland

Last-come, best served? Mosquito biting order and Plasmodium transmission

J. Isaïa1, A. Rivero2,3, O. Glaizot1,4, P. Christe1 and R. Pigeault1

1. Department of Ecology and Evolution, University of Lausanne, CH-1015 Lasuanne, Switzerland; 2. MIVEGEC (UMR CNRS 5290), Montpellier, France; 3. CREES(Centre de Recherche en Ecologie et Evolution de la Santé), Montpellier, France; 4.Musée cantonal de Zoologie, Lausanne, Switzerland

A pervasive characteristic of parasite infections is their tendency to be overdispersed. Understanding the mechanisms underlying this overdispersed distribution is of key importance as it may impact the transmission dynamics of the pathogen. Although multiple factors ranging from environmental stochasticity to inter-individual heterogeneity may explain parasite overdispersion, parasite infection is also overdispersed in an inbred host population maintained under laboratory conditions, suggesting that other mechanisms are at play. Here, we show that the aggregated distribution of malaria parasites within mosquito vectors is partially explained by a temporal heterogeneity in parasite infectivity triggered by the bites of mosquitoes. Parasite transmission tripled between the mosquito’s first and last blood feed in a period of only 3 h. Surprisingly, the increase in transmission is not associated with an increase in parasite investment in production of the transmissible stage. Overall, we highlight that Plasmodium is capable of responding to the bites of mosquitoes to increase its own transmission at a much faster pace than initially thought and that this is partly responsible for overdispersed distribution of infection. We discuss the underlying mechanisms as well as the broader implications of this plastic response for the epidemiology of malaria.

154

ABSTRACT

Nicholas Ivers - University of Texas at Austin - US

Landscape drivers of host genetic diversity and parasite susceptibility

Nicholas Ivers, Shalene Jha

Dept. Integrative Biology

Globally, pollinators are experiencing unprecedented declines often linked to emerging threats from pathogens, while it is well established that land-use change, including urbanization and agricultural intensification have large impacts on bee communities. It is crucial to understand how land-use change influences bee populations, especially with regard to their dispersal capacity and genetic diversity. Past work in the Jha lab shows that recent land-use changes can be a significant barrier to gene flow in Bombus vosnesenskii in California, resulting in small but significant inbreeding. Bumble bees were one of the first groups where individuals with lower genetic diversity were shown to have a weakened immune response and overall higher infection susceptibility. It is therefore important to understand how changing landscapes affect both the genetic connectivity of bees, and infectious disease dynamics such as transmission.

In this study, we investigate the landscape genetic structure of B. vosnesenkii across a 1000km study region of the southwestern US coast. A total of 10 microsatellites in B. vosnesenkii were sequenced to measure heterozygosity and allelic richness. B. vosnesenksii populations show significant differentiation across all statistics; FST = 0.041, F’ST = 0.044, and Dest = 0.155. Three distinct biogeographic areas, Coastal, Sierra, and Island bioregions were sampled, though these did not show strong genetic structuring. However, the island populations show small but significant inbreeding, which may yet prove relevant for parasite persistence. Additionally, 752 B. vosnesenskii were screened for the presence of Neogregarines (Apicystis bombi) and trypanosomes (Crithidia bombi, C. expoekii). Initial results indicate unique drivers of prevalence for each parasite taxa. Neogregarines are more prevalent in island populations, whereas C. bombi is surprisingly more prevalent in more genetically diverse populations, possibly due to host density. MRDMs will be used to test whether genetic, geographic, or resistance distances predict parasite prevalence across the study region.

155

ABSTRACT

Brook Jensen - Arizona State University - US

Using models as a predictor of insecticide resistance evolution and vector borne disease transmission likelihood of various insecticide resistance management strategies

Brook Jensen(1), Alden Estep(2), Abba Gumel(3), Sarah Rhydberg(1), Brenna Kayce(1,4) and Silvie Huijben(1,4)

(1) Center for Evolution and Medicine, Arizona State University; (2) United States Department of Agriculture; (3) School of Mathematical and Statistical Sciences, Arizona State University; (4) Barrett, The Honors College at Arizona State University

One of the main vector-borne disease prevention strategies is the use of insecticides to reduce vector populations. The deadliest vector worldwide is the mosquito, causing over 400,000 deaths each year. Perpetual use of the same insecticides by public health and agriculture has resulted in the emergence of insecticide resistant mosquitoes, rendering many insecticides no longer effective which results in poor mosquito population control and continued disease transmission. Much research has been done on the mechanisms of resistance, however there is a lack of research in the evolutionary trajectory of diploid organisms once resistance has emerged. Mathematical approaches have been developed to predict optimal resistance management strategies under field conditions, however, these suffer from lack of empirical data to estimate genotype-specific parameters for selection and fitness. Therefore, to improve insecticide resistance evolution predictions and concurrently improve vector borne disease transmission reduction predictions, I propose to establish a new mathematical simulation that will include biologically measured fitness and selection parameters of different insecticide susceptible and resistant mosquito genotypes, using Aedes aegypti as the model organism. Fitness and selection parameters will be measured for both field and laboratory Ae. aegypti. Pyrethroid insecticides will be the main type of insecticides used as this is one of the main classes of insecticides used globally, especially for mosquitoes. Within the mathematical simulation, the insecticide resistance management strategies that will be modeled include monotherapy (one insecticide), rotation (a different insecticide every few generations), combination (multiple insecticides at the same time), mosaic (treating different parts of a population with different insecticides), low dose (one insecticide at low concentration), and evolutionary refugee (leaving a sub population untreated).

156

ABSTRACT

Raina Jia - University of Cambridge - UK

Characterising the intrahost haplotype diversity of dengue virus

Raina Jia, Noemie Lefrancq, Christian Fung, Irina Maljkovic Berry and Henrik Salje

University of Cambridge and Walter Reed Army Institute of Research

The sequencing of viral genomes has provided critical insight into the spread of viruses in populations. However, phylogenetic analyses primarily rely on consensus sequences and do not consider that each infection represents a family of viruses (haplotypes). The mass of raw sequencing generated from deep sequencing approaches, such as from Illumina, presents an opportunity to reconstruct intrahost haplotypes. However, there remain two hurdles. Firstly, although a number of algorithms exist, their performance remains poorly understood. Secondly, phylogenetic analyses commonly use viral isolates that have been passaged through cell lines, which may change viral diversity. Here we use a set of dengue virus samples where the virus was directly sequenced from patient plasma and separately was passaged in mosquito cell lines. We assess the consistency of the intrahost haplotypes identified within each sample pair (n=9) using RegressHaplo. We found that while the consensus sequence was identical in each pair, the average number of intrahost haplotypes was 2.7 in the direct sample and 2.0 in the passaged samples. By comparing the frequency of haplotypes in the passaged sample in relation to the direct sample, we found that 5/9 of the passaged samples had 100% of their haplotypes shared with their corresponding direct samples indicating that the passaged samples represented a subset of the diversity present in the direct samples. In the remaining four samples, there was a lower proportion shared, ranging from 0-68%. On the other hand, we found there was consistently a lower proportion of the haplotypes from the direct sample identified in the passaged sample, suggesting a regular loss in viral diversity through the passaging process. These findings show that there remains substantial viral diversity present within dengue infections. In addition, caution should be taken when assessing the intrahost diversity using passaged viruses.

157

ABSTRACT

Pallavi Kache - Columbia University - US

Climate drivers of dengue incidence in Colombia at multiple timescales

Pallavi Kache, Daniel Ruiz-Carrascal, Mauricio Santos-Vega, Maria Diuk-Wasser.

PhD Candidate

Across South America, climate drives the spatial distribution and periodicity of dengue outbreaks at multiple timescales. The El Niño Southern Oscillation (ENSO) in the Pacific Ocean is a well-established driver of dengue on an inter-annual timescale, while temperature and rainfall conditions affect seasonal transmission. There is a need, however, to understand the interaction between regional and local climate drivers on dengue incidence; particularly for Colombia, which is located at the intersection of the Indo-Pacific and tropical Atlantic oceans and has a complex topography. We analyzed linkages between monthly dengue incidence reported in 1,122 Colombian municipalities during 2007–2019 and: (1) Indo-Pacific and tropical Atlantic sea surface temperature anomalies (SSTa); (2) mean temperature and rainfall anomalies derived from statistically-blended satellite-weather station data; and (3) extreme weather conditions (e.g., duration of dry spells, wet spells, etc.) derived from ground- truth weather data and satellite products. We used Single Value Decomposition (SVD) analyses to identify the main modes of spatio-temporal variability of SSTa and the gridded temperature and precipitation datasets, and conducted lagged cross-correlation analyses with dengue incidence for each municipality. We ran distributed lag non-linear models within a spatiotemporal Bayesian hierarchical model framework, using integrated nested Laplace approximations. With the SVD analysis, we detected regions which respond synchronously to SSTa, and have similar long-term temperature and rainfall patterns; there are also dipoles of spatio-temporal variability, controlled by the Andes mountains and main sources of moisture to the country. We found that dengue incidence responds to SSTa at different lags, with the Andean and Pacific regions having the strongest association 0–4 months after Indo-Pacific SSTa (ρmax=+0.48) and the Andean region having the strongest association with tropical Atlantic SSTa at 0–2 months (ρmax=+0.64). We demonstrate the importance of integrating novel climate variables at multiple timescales to advance early warning systems for dengue.

158

ABSTRACT

Alyssa Kaganer - Cornell University - US

Functional characterization of host immunity through vaccination and infection in fungal disease

Alyssa W. Kaganer, Robert J. Ossiboff, Nicole I. Keith, Krysten L. Schuler, Pierre Comizzoli, Matthew P. Hare, Robert C. Fleischer, Brian Gratwicke, and Elizabeth M. Bunting

Cornell University, Smithsonian Conservation Biology Institute, University of Florida, Hamilton College

Chytridiomycosis, the deadly disease caused by chytrid funguses including Batrachochytrium dendrobatidis (Bd) targets amphibian skin and currently represents the most significant global disease threat to biodiversity. The disease has been associated with amphibian declines across six continents but elicits substantial inter- and intra-species variation in amphibian host response. Eastern hellbender salamanders (Cryptobranchus alleganiensis alleganiensis) are a species of conservation concern throughout their range in the eastern United States of America with a heterogeneous response to Bd infection. We evaluated functional relationships between host and pathogen which play a role in producing observed differential disease outcomes during investigation of the effect of vaccination on infection severity and outcome in hellbenders challenged with a high or low dose of Bd. We characterized gene expression from tail skin punch biopsies collected at four experimental time points: 1) Day 0- prior to vaccination, 2) Day 89- post vaccination and pre-infection, 3) Day 117- early infection, and 4) Day 187- late infection. We examined six unvaccinated and uninfected animals, six unvaccinated and infected animals, and six vaccinated and infected animals. We filtered Bd gene expression data with genome alignment and eastern hellbender transcriptomes were de novo assembled for differential gene expression analysis. Application of a longitudinal metatranscriptome approach enabled us to monitor cutaneous host immune response throughout the course of infection and provided insights into the associated activity of pathogen in disease.

159

ABSTRACT

Macy Kailing - Virginia Tech - US

Sex-biased infections and mortality in a multi-host fungal pathogen of bats

Macy J. Kailing (1), Joseph R. Hoyt (1), J. Paul White (2), Heather M. Kaarakka (2), Jennifer A. Redell (2), John E. DePue (3), William H. Scullon (3), Katy L. Parise (4), Jeffrey T. Foster (4), A. Marm Kilpatrick (5), and Kate E. Langwig (1)

(1) Department of Biological Sciences, Virginia Tech, Blacksburg, VA 24061; (2) Wisconsin Department of Natural Resources, Bureau of Natural Heritage Conservation, Madison, WI 53703; (3) Michigan Department of Natural Resources, Baraga, MI 49870; (4) Center for Microbial Genetics and Genomics, Northern Arizona University, Flagstaff, Arizona 86001; (5) Department of Ecology and Evolutionary Biology, University of California, Santa Cruz 95064

Emerging infectious diseases are a key threat to wildlife and understanding disease dynamics within populations is fundamental for the conservation of impacted species. Sex differences in infection are widely observed across disease systems and may have consequences for host population recovery. We explored sex-biased infections of bat species impacted by an emerging fungal disease, white-nose syndrome (WNS), and evaluated disease-associated differences in mortality between sexes and potential effects on population structure. We collected fungal swabs, morphometrics, and environmental data from five species of hibernating bats at 43 sites spanning the eastern and midwestern U.S. to characterize infections and host traits over the course of an annual outbreak. We also used RFID systems at hibernacula and PIT-tagged bats to determine the role of sex-based activity patterns in shaping infection patterns by sex. We found females suffered from more severe infections of the fungal pathogen causing WNS than male conspecifics when there was a clear sex-bias. In addition, we found females were less likely than males to be recaptured overwinter and accounted for a smaller proportion of populations over time. Notably, female-biased infections were evident by early hibernation, suggesting that sex-based dynamics prior to hibernation may play an important role in shaping WNS outbreaks. More frequent use of cooler body temperatures by less active females in fall may permit higher pathogen growth in females compared to males given the cool temperature-dependence of the fungus. Higher impacts in female bats may have cascading effects on bat populations and extend the consequences of WNS beyond the hibernation season, such as limiting recruitment and increasing the risk of Allee effects.

160

ABSTRACT

Tatum Katz - University of California, Santa Barbara - US

From specialist to generalist: a community ecology approach to understanding the disease dynamics of the amphibian-killing pathogen Batrachochytrium dendrobatidis

Tatum S. Katz, Cheryl J. Briggs

University of California, Santa Barbara

Many traditional disease models whose study provides the basis for theory and management typically focus on a specialist pathogen and a single host. In the age of emerging infectious diseases we must update our theory and techniques to meet the challenges posed by non- traditional, novel pathogens, such as fungal and generalist pathogens. Here, we demonstrate a framework for predicting focal host disease outcomes and testing management strategies in an ecologically relevant mathematical model. We use the amphibian-killing fungal pathogen, Batrachochytrium dendrobatidis (Bd), as our model organism and develop an integral projection model which predicts population-level disease states in three species of amphibians. Using data collected from nearly two years of bi- monthly sampling events at 20 ponds to parameterize and ground-truth the model, we demonstrate how this framework may be applied to other generalist, emergent pathogens.

Over the course of our field work, we identified Bd outbreaks at a subset of our sites, creating a natural experiment to test our model against. Our findings demonstrate that vectors and reservoirs may play important roles in Bd-amphibian dynamics. These community-focused methods can provide further insight into the true ecological niche of the generalist pathogen and reveal novel management strategies for protection and conservation of the focal host.

161

ABSTRACT

Kayla Kauffman - Duke - US

Friends, neighbors, and shared spaces: Comparing “transmission potential networks” for environmental and close-contact transmission modes in rural Madagascar

Kayla Kauffman 1, Courtney Werner 1, Georgia Titcomb 2, Michelle Pender 1, Jean Yves Rabezara 3, Shai Pilosof 4, Randall Kramer 1, James Moody1, Peter Mucha5, and Charles L. Nunn1

1-Duke University, Durham, NC; 2-University of California, Santa Barbara; 3- Centre Universitaire Régional de la SAVA,, Antalaha, Madagascar; 4-Ben-Gurion University of the Negev, Beer-Sheva, Israel; 5-University of North Carolina at Chapel Hill, Chapel Hill, NC.

Network-based approaches have revolutionized our understanding of parasite transmission by incorporating heterogeneities in contact patterns into epidemiological models. However, few studies have compared “transmission potential networks” (TPNs) for infectious organisms with different transmission modes, such as environmental transmission versus close contact transmission. We used survey and GPS data collected from 123 rural agriculturalists in northeastern Madagascar to create three TPNs. The first TPN was inferred using a standard social network survey data based on participant reports of whom they rely on for help, who comes to them for help, and with whom they spend their free time. The second TPN represented close contacts, which were derived from at least a week of GPS tracker data on each individual. We developed a novel approach based on exponential random graphs (ERGMs) and generalized linear models to predict edges for individuals wearing GPS trackers at different times. The third TPN represented environmental transmission based on shared use of the same flooded rice fields; this TPN was generated from a bipartite network describing connections between participants and locations, based on GPS tracker data and land use classifications. We compared individuals’ centrality and connectivity among the TPNs. The correlations in eigenvector centrality between the three TPN was low (mean = 0.26 ± 0.08), indicating that individuals vary in their potential for superspreading among different transmission-based TPNs. Likewise, there was no correlation between number and strength of connections individuals had to others between TPNs (mean = 0.02 ± 0.14), indicating that different individuals vary in the number of connections they have depending on how those connections are defined. We are now combining these different representations with infection data to assess the effectiveness of different network-based methods for capturing transmission pathways and to investigate the socioeconomic and demographic predictors of centrality in this population.

162

ABSTRACT

Nick Keiser - University of Florida - US

Resurrection of a study system: Social spiders as a tool in behavioral disease ecology

Carl N. Keiser

University of Florida

The development of new systems for testing previously unexplored questions is fundamental to growth as a discipline. Novel study systems can prove to be tractable in ways unachievable in more common systems, can utilize species-specific tools already developed in other disciplines, and facilitate the development of new sets of questions through potentially unique natural history characteristics. For example, social spiders represent a fraction of spider diversity (~25 out of 48,000 species) and yet sociality has evolved multiple times Indiapendent, generating multiple social-subsocial species pairs with which to test questions regarding life history evolution, cooperation, multilevel selection, social immunity, and more. What happens, then, when foundational discoveries are retracted from the publication record early in the development of new study systems? Here I present on two genera of social spiders about which a series of publications were recently retracted, and present on three avenues of research in which these study systems serve as valuable tools in disease ecology and evolution: (1) Highly tractable microbial transmission studies, (2) social immunity in non-eusocial animal societies, and (3) host-symbiont evolution. I highlight research from labs across the world demonstrating progress in these three avenues of research, and describe cases where social spiders seem uniquely suited to answer these questions. Although retractions of published papers seem to produce “gaps” in the publication record, as follow-up studies now cite no-longer reliable conclusions, I argue that they also allow for a creative radiation of novel research pursuits as researchers are no longer limited to what was already “known” about a system.

163

ABSTRACT

Alison Ketz - University of Wisconsin, Madison - US

Long term dynamics of chronic wasting disease

(1)Alison C. Ketz, (2)Daniel J. Storm, and (3)Daniel P. Walsh

(1) Wisconsin Cooperative Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin, Madison (2) Wisconsin Department of Natural Resources (3) U.S. Geological Survey, National Wildlife Health Center

Host susceptibility to infectious pathogens and infection risk can vary by demographics, through time, and across geographic space. Heterogeneities affect epizootic dynamics and can be characterized by an underlying dynamic process that gives rise to patterns of infections in hosts. We examined a large suite of force-of-infection models to explore hypotheses related to chronic wasting disease (CWD) dynamics. We use cross-sectional surveillance data obtained from 18 years of hunter harvest surveillance in Wisconsin and estimated the influence of sex, space, age, time, as well as their interactions, on the CWD force-of-infection in the region. We showed strong associations of infection rates with all heterogeneities considered. The functional form of the force-of-infection of our top model supports exponential growth of CWD over time, with clear spatial structure. Our models demonstrate how a CWD epizootic can change over a protracted time scale; with implications for disease ecology, geographic spread, and disease mitigation. 1

164

ABSTRACT

Aaron King - University of Michigan - US

Unified Approach to Phylodynamic Inference

Aaron A. King, Qianying Lin, Edward L. Ionides

University of Michigan

We describe an approach to phylodynamics that unifies and extends existing likelihood- based methods for extracting information from virus genealogies to parameterize transmission models. Specifically, we show how transmission models induce genealogy-valued processes and derive an equation for the exact likelihood. The theory is mathematically rigorous and implies computationally efficient inference algorithms.

165

ABSTRACT

Kyle Koller - University of South Florida - US

Seasonal Rhythms in West Nile Virus Competence for a Widespread Host

Kyle L. Koller, Meredith E. Kernbach, Lynn B. Martin

University of South Florida

Distinct seasonal rhythms are a ubiquitous feature for both zoonotic pathogens and the reservoirs responsible for their propagation. To limit the burden inflicted by these pathogens, it is imperative to describe the forces driving broad spatiotemporal patterns of transmission. Host competence, the capacity for a host to pass a pathogen onto others, facilitates the linkage of finely detailed within-host processes with general properties of transmission. Several critical aspects of competence (e.g. the duration and magnitude of infectiousness) are governed by host immune defenses, which are highly plastic to several temporally dynamic forces. Seasonally heterogeneous immune defenses in key reservoirs ought to be a significant force driving zoonotic disease seasonality, however temporal rhythms in functional reservoir immune defenses have yet to be characterized. Here, I performed a longitudinal series of experimental West Nile virus infections in a ubiquitous reservoir, the house sparrow ( Passer domesticus), to illustrate host competence across a temporal gradient. I predict that significant seasonal variation will exist, with competence being greatest in those exposed during molt and reproduction, times of great energetic demand. Findings will demonstrate the temporal dynamics of functional immune defenses, and the influence these have on spillover risk for the leading arboviral disease in the United States. Among already completed cohorts, I have found that House Sparrows remain infectious significantly longer in January, when this pathogen is not typically encountered and hosts may be downregulating immune function to cope with increased energetic demands and less plentiful resources. At the time of the meeting, the last of the cohorts will be finished and analyzed to fully characterize seasonality in WNV competence for this keystone host.

166

ABSTRACT

Alicia Kraay - Emory University - US

Modeling the use of SARS-CoV-2 vaccination to safely relax non- pharmaceutical interventions in the context of ongoing viral evolution

Kraay ANM, Gallagher MG, Ge Y, Han P, Baker JM, Koelle K, Handel A, Lopman BA

Emory University

In response to the United States’ COVID-19 epidemic, widespread non-pharmaceutical interventions (NPIs), including physical distancing, mask wearing, and enhanced hygiene, have been implemented. We use a transmission model to study when these NPIs could be safely relaxed in the United States as vaccination becomes more widespread. We compare relaxation scenarios where NPIs begin to relax 0-9 months after vaccination begins, with historical levels of social interactions being reached within 1 month to 1 year. The extent of delay needed to safely reopen depends primarily on the rate of vaccine rollout, with the degree of protection against asymptomatic infection playing a secondary role. We find that NPIs can begin to be safely relaxed once at least 40% of eligible adults are fully vaccinated, with higher coverage levels being needed if protection against asymptomatic infection is lower. If a vaccination rate of 3 million doses/day can be achieved (similar to peak seasonal influenza vaccination rates), NPIs could begin to be safely relaxed in 2-3 months. With a vaccination rate of 1 million doses/day, a 6–9-month delay is needed. Vaccinated individuals can safely begin to relax NPIs sooner than unvaccinated individuals. Due to the need to pursue strategies that enable safe relaxation of NPIs, we recommend an initial delay of at least 3 months in relaxing restrictions, and that the speed of vaccine rollout be prioritized. In follow-up simulations, we explore how these results depend on novel circulating variants based on the potential for higher transmissibility of novel strains and reduced vaccine efficacy.

167

ABSTRACT

Megan Kutzer - University of Edinburgh - UK

Bouncing back: recovery dynamics in ant colonies following infection

Megan A. M. Kutzer and Sylvia Cremer

University of Edinburgh; Institute of Science and Technology, Austria

Immune defense in eusocial insect societies has been shaped by their ecology. Ants, for example, often live in densely populated, multigenerational colonies in microbe rich environments, which, we might assume, promote disease outbreaks among colony members. However, through a complex interplay of individual immune defense and collective defense behaviors, i.e. social immunity, insect colonies rarely succumb to epidemics and remain resilient in the face of infection. To date, most work focuses on how these societies use resistance mechanisms that reduce pathogen load through nest hygiene and mutual sanitary care, yet colony level tolerance is not fully understood. Here, we ask how colonies buffer the disease-induced loss of their queens or workers. We predicted that a resilient colony will survive an outbreak by buffering the damage caused by disease and that the capacity of a colony to recover will be caste-specific if queens are more difficult to replace than workers. In a series of longitudinal experiments using the polygynous ant, Cardiocondyla obscurior, and the generalist fungal pathogen, Metarhizium robertsii, we find that colonies show remarkable recovery potential, particularly when the pathogen burden and the mortality of either caste are kept below critical levels. Using infection trajectories, we identify three types of colony level infections, 1) infections that are cleared, 2) persistent infections, and 3) infections that lead to death. We break these down further into characteristic phases, 1) early social immunity, 2) change in health, 3) pathogenesis/ clearance, and 4) colony recovery or death.

168

ABSTRACT

Aamir Lal - Sungkyunkwan University – South Korea

Infectivity and reconstitution of faba bean necrotic yellows virus cloned genome components in Vigna unguiculata.

Aamir Lal1, Vo Thi Bich Thuy1, , I Gusti Ngurah Prabu Wira Sanjaya1, Eui-Joon Kil2, and Sukchan Lee1

1Department of Integrative Biotechnology, Sungkyunkwan University, Suwon 16419, Korea; 2Department of Plant Medicals, Andong National University, Andong 36729, Korea.

Faba bean necrotic yellows virus (FBNYV) (genus Nanovirus; family Nanoviridae) has a genome comprising eight individually encapsidated circular single-stranded DNA components each of about 1 kb and encoding only one protein. Aphis craccivora and Acyrthosiphon pisum are two insect vectors of FBNYV. It has frequently been reported infecting faba bean (Vicia faba L.) and chickpea (Cicer arietinum L.) from Azerbaijan, Egypt, Iran, Morocco, Spain, and Syria etc. In our study, 1.1-mers infectious clones of full-length FBNYV DNAs were constructed. All eight DNAs were agro-inoculated for reproducing FBNYV- like symptoms in a crop “Vigna unguiculata” (cowpea). Cowpea is an important crop in the semiarid regions across Africa and Asia and possesses tolerance for sandy soil and low rainfall. Characteristic symptoms of FBNYV infection i.e., necrosis and leaf yellowing were observed in the host plants i.e., cowpea. Following that, reconstitution of a fully infectious nanovirus from its cloned DNAs was successfully done by using total extracted DNA as template for PCR amplification with DNA segments specific primers, respectively. Southern blot hybridization was accomplished as well using [32P]-radiolabeled PCR amplified products of 1 kb of DNA R (Rep), DNA S (capsid protein) as probe that showed the typical double- stranded and single-stranded appearance of the respective DNAs. So, in this study, we are introducing a new simple and efficient nanovirus infectious clones construction method which can be valuable in understanding the intriguing aspects of nanoviruses.

169

ABSTRACT

Chrystelle Lasica - University of Perpignan - France

Is the cercarial emission rhythm of the parasite Schistosoma mansoni circadian ?

Chrystelle Lasica1, Gabriel Mouahid1*, Frédéric Chevalier2, Winka Le Clec’h2, Cristian Chaparro1, Christoph Grunau1, Tim Anderson2, Hélène Moné1*

1 IHPE UMR 5244, CNRS, IFREMER, University of Montpellier, University of Perpignan Via Domitia, Perpignan, France, 2 Texas Biomedical Research Institute, , San Antonio, TX

Schistosomiasis is a neglected tropical disease caused by parasitic flatworms that ranks second behind malaria in terms of human suffering in the tropical and subtropical areas. The life cycle includes a vertebrate host where sexual reproduction occurs and a snail vector where an asexual multiplication occurs. Transmission from the snail to the human host occurs in fresh waterbodies: hundreds of cercariae emerge daily from infected snails, and these larvae actively seek and penetrate skin of the vertebrate host. Cercarial emergence from infected snails follows a daily rhythm matching with the behavior of the targeted vertebrate host. For instance, Schistosoma mansoni, which causes intestinal schistosomiasis, is found in two different populations: (i) one adapted to the human host that mainly emerges from the infected snail with a peak around midday (diurnal chronotype) and (ii) one adapted to the nocturnal rodent, Rattus rattus, that mainly emerges from the infected snail during the night with a peak at 7 or 8 pm (nocturnal chronotype). The aim of this study was to determine if the rhythm of the nocturnal phenotype is, or is not, circadian (i.e.= a rhythm that can persist under constant conditions). To answer this question, we analyzed the cercarial emergence pattern hourly under constant darkness for 12 days, followed by an equilibrated photoperiod for 6 days. The results showed that cercarial emission did not present any rhythm during the total darkness period. The cercarial emission rhythm was recovered as soon as the photoperiod was restored. In parallel, we analyzed the cercarial emergence pattern hourly after switching the photoperiod from 12hr light-12hr dark to 12hr dark-12hr light. The results confirmed that cercarial emission remained predominantly nocturnal as soon as the switch was made. We conclude that the cercarial emission rhythm of the nocturnal S. mansoni chronotype does not follow a circadian rhythm, suggesting the absence of a canonical internal clock and the presence of an alternative mechanism for timing of cercarial emission.* Authors contributed equally.

170

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Erik Lavington - Rutgers University - US

Quantifying protein diversity in rapidly evolving genomes

Erik Lavington, Siobain Duffy

Rutgers University (EL, SD), Lavanalytics LLC (EL)

1While RNA and ssDNA virus population are often described as ‘diverse,’ there has been limited quantification of this diversity to compare groups of viruses over all but short evolutionary timescales (i.e., before measures of nucleotide diversity become saturated). Given the high nucleotide substitution rates of many viruses, logically we should focus on the level of amino acids. Indiaed, several measures of protein diversity have been developed and implemented. However, these methods are used largely to measure diversity along the primary protein structure to predict attributes of the secondary, tertiary, and quaternary structure. We would like to make quantitative comparisons of protein diversity between different proteins within a taxonomic group and between different taxa. Here, we explore the behavior of Shannon Entropy (SE), Von Neumann Entropy (VNE), and DIVAA measures, as well as average pairwise differences (APD) using amino acid identity and amino acid similarity utilizing values from an amino acid substitution matrix, on the biallelic-locus level and at the full-protein level with data from HIV-1. Based on theoretical maxima of these measures over possible allele counts, we show that DIVAA and VNE measures are driven mostly by allele counts at any frequencies. Using empirical data, we show that SE and APD (by identity and by similarity) are more similar to each other (ρ=0.918,0.925,0.999, ρ<0.883 otherwise) and DIVAA and VNE are more similar to each other (ρ=0.978, ρ<0.883 otherwise). We suggest that an extension of average pairwise identity by incorporating biologically realistic amino acid substitution matrices could be useful in quantitative comparisons between proteins within and between taxa and that this measure may be helpful in better understanding evolvability in quickly evolving genomes.

171

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Chloé Le Gall-Ladevèze - IHAP, ENVT, INRAE, Université de Toulouse - France

Longitudinal surveillance of common viral and bacterial agents in commensal wild birds around a French duck farm

Chloé Le Gall-Ladevèze (1), Benjamin Vollot (2), Laëtitia Lèbre (1), Jean-Luc Guérin (1), Julien Cappelle (3), Guillaume Le Loc’h (1)

(1) IHAP, ENVT, INRAE, Université de Toulouse, Toulouse, France ; (2) Indiapendent researcher ; (3) ASTRE, Cirad, INRAE, Montpellier, France

Recent outbreaks of highly pathogenic avian influenza in Europe have questioned the epidemiological role of commensal wild birds around poultry farms. To evaluate the prevalence and dynamics of infectious agents in commensal wild birds, a longitudinal surveillance study was implemented around a free-range duck farm in South-West France. From 2019 through 2021, a total of 1731 wild birds were captured around the farm, and sampled (blood, cloacal and oropharyngeal swabs). Furthermore, 207 fresh faeces of cattle egrets visiting the farm were collected. Finally, domestic ducks were sampled (cloacal and oropharyngeal swabs of 20 individuals) on 5 occasions, and environmental samples (mud and wipes) were collected at the time of wild bird captures in the outdoor parks. Infections by avian influenza viruses (AIV) and avulaviruses (NDV) were tested by broad spectrum PCR and serologies. Broad spectrum PCR screenings were also performed for Chlamydiaceae and coronaviruses.

Overall, 22 wild birds were seropositive (2.42%) and 8 were positive by PCR (0.41%) for AIV. Low viral loads did not allow virus typing. Prevalences were lower for NDV, with 4 seropositive birds (0.44%) and 6 PCR positive (0.31%). For Chlamydiaceae, 8 samples were positive (0.41%) and identified as avian Chlamydia abortus and C. psittaci. No detection of coronaviruses was obtained in wild birds. In comparison, domestic ducks and parks were positive for all of the studied infectious agents, except avulaviruses. AIV were identified as H6 and H11 subtypes, Chlamydiaceae as C. psittaci of duck origin, and coronaviruses as waterfowl gammacoronaviruses. Regarding the longitudinal pattern of infections, a few seroconversions were observed in wild birds (4 individuals), showing active but sporadic circulation. Detections and identifications of infections in wild birds seemed unrelated to domestic duck infectious circulation, which suggested the very low transmissibility of avian infectious agents at the wild-domestic interface.

172

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Noémie Lefrancq - University of Cambridge - UK

Understanding whooping cough maintenance and spread across spatial scales using genetic data

Noémie Lefrancq, Valérie Bouchez, Nadia Fernandes, Eupertstrain consortium, Sophie Guillot, Julie Toubiana, Simon Cauchemez, Henrik Salje, Sylvain Brisse.

University of Cambridge and Institut Pasteur Paris

Bordetella pertussis (Bp), which causes whooping cough, infects >24 million individuals annually with >160,000 deaths, mostly in young children. Fundamental questions remain about how Bp is able to spread and be maintained in the presence of widespread vaccination (typically >90%). Models informed by pathogen sequences can help. Here we make use of a unique dataset of >3300 geolocalised whole genome sequences representing 23 countries (1935-2019). We build time-resolved phylogenetic trees. We observe country- specific changing dynamics of the prevalence of different genotypes. We develop a fitness model that quantifies the fitness of each genotype and identify a shift following the implementation of the acellular vaccine. For pairs of cases occurring within the same year but at different levels of spatial proximity (i.e., within/between French ‘Region’, country, or continent) we estimate the relative odds of having a most recent common ancestor (MRCA) within different temporal windows. We find that within a Region, only 0.7% pairs of cases within the same year had closely related sequences (MRCA<2y). Nevertheless, there is strong spatial structure: pairs of sequences from the same Region had 5.4 times the odds (95% CI: 3.3-8.8) of having an MRCA<1y compared to pairs coming from different ones. This fell to 1 (i.e., no difference) after three years, consistent with it taking three years for Bp to be well- mixed throughout France. Likewise, it takes 5-10 years for lineages to be well mixed between countries, and 10-15 years between continents. By conditioning on spatial and temporal location of sequences, this approach adjusts for underlying sampling biases. These findings suggest that there are many Indiapendent transmission chains within any location with widespread asymptomatic carriage. It also suggests Bp strains are able to spread both nationally and internationally in just a few years. These findings have implications for infection control and vaccination policies.

173

ABSTRACT

Stefania Leopardi - Istituto Zooprofilattico Sperimentale delle Venezie - Italy

Ecology of West Caucasian Bat Lyssavirus (WCBV) in a group of Schreibers' bent-winged bats (Miniopterus schreibersii) from Italy and its spillover to a domestic cat

Stefania Leopardi1, Dino Scaravelli2, Petra Drzewniokova1, Pamela Priori2, Giuseppe Manna3, Andrea Lombardo4, Calogero Terregino1, Paola De Benedictis1 & the emergency task force for WCBL

1) Italian National Reference Centre for Rabies, Istituto Zooprofilattico Sperimentale delle Venezie, Italy. 2) S.T.E.R.N.A., Italy. 3) Virology Laboratory, Istituto Zooprofilattico Sperimentale del Lazio e della Toscana, Italy. 4) Local department of Central Tuscany, Istituto Zooprofilattico Sperimentale del Lazio e della Toscana

1While Europe is mostly free from terrestrial rabies, five lyssaviruses circulate in bats that can cause the same clinical disease in mammals.

On June 2020, we diagnosed a lyssavirus infection in a domestic cat from the city of Arezzo (Italy) using immunofluorescence and molecular techniques. We characterized WCBV as aetiological agent, showing high identity across the whole-genome with the sole other isolate, founded in 2002 from a Schreibers' bent-winged bat in Russia. To track the source and triggers of infection, we investigated the possible interface between cats and bats using bioacoustics analyses, camera trapping, and implemented active and passive surveillance in bats.

Despite the bent-winged bat was not expected to either roost or feed in urban settings, we identified a group of 20-350 individuals inhabiting a tunnel nearby the cat’s house between August and November, and in April. Bioacoustics supported low foraging activity for this bat upon the entrance, while camera-traps showed frequent access of cats. Bent-winged bats showed antibodies specifically neutralizing WCBV in both seasons, but no virus in salivary swabs. Carcasses collected across the country regardless of the species were negative for the infection, while the cardiac exudate of bent-winged bats collected from the Veneto region reacted against WCBV.

Overall, these results showed that WCBV circulates in Italian bent-winged bats and spilled over a domestic cat in Arezzo, further supporting its role as reservoir host. Fortunately, our data suggest that chances for virus transmission are reduced by the low prevalence of viral shedding and by the behaviour of these bats, which do not forage at the entrance and use this urban site only as transient roost during their migration between the hibernacula and the reproductive sites. In addition, this case confirmed that free-ranging cats are a potential hazard for public health other than for the conservation of bats.

174

ABSTRACT

Xiaoxiao Li - Penn State University - US

A space-time model for inferring a susceptibilty map for an infectious disease based on outbreak data

Xiaoxiao Li, Matthew Ferrari, Murali Haran

Penn State University

The space-time spread of infectious disease in geographical units depends on both transmission between neighboring units and the intrinsic susceptibility of each unit to an outbreak. Spatially correlated susceptibility may arise from known factors, such as population density, or unknown (or unmeasured) factors such as commuter flows, environmental conditions, or health disparities. We propose an infectious disease modeling framework that accounts for both space-time transmission and susceptibility. We model the unknown, spatially correlated susceptibility as a Gaussian process. We show that the unknown susceptibility surface can be estimated from observed, geo-located time series of infection events and use a projection-based dimension reduction approach which improves computational stability and speed. We apply this method to foot-and-mouth disease outbreaks in Turkey to identify spatial hot spots of susceptibility. We further identify this method on the well known measles outbreaks data in England and Wales in the pre-vaccine era and show that the resulting susceptibility surface is strongly correlated with population size, consistent with prior analyses.

175

ABSTRACT

Malina Loeher - Virginia Institute of Marine Science - US

Virulence evolution of infectious hematopoietic necrosis virus post-host jump

Malina M. Loeher, Andrew R. Wargo

Virginia Institute of Marine Science

How does a virus evolve following a host jump? Virulence is defined as host mortality due to pathogenic infection, and virulence evolution theory posits that viruses will evolve towards intermediate virulence. However, few studies have tested this theory, and none in aquatic host-pathogen systems. Research on this topic is urgently needed to aid infectious disease management practices in the rapidly expanding industry of fish farming. Farmed finfish are experiencing novel environmental conditions which may in turn exert different evolutionary drivers on their pathogens. Infectious hematopoietic necrosis virus (IHNV), is a lethal, OIE- reportable disease that affects all members of the Salmonidae fish family and is prevalent in rainbow trout (Oncorhynchus mykiss) aquaculture worldwide. IHNV is endemic to the Pacific Northwest region of North America, co-evolved with sockeye salmon (O. nerka) in wild settings, and jumped hosts in fish farms during the mid-20th century. Since its host jump, IHNV has rapidly diversified both geographically and genetically, and now poses a significant challenge to juvenile fish in aquaculture. In experimental settings, we used 15 IHNV genotypes to examine how virulence evolved in both the ancestral and novel hosts, (sockeye salmon and rainbow trout). The 15 viruses were selected to represent the genetic diversity of IHNV across five decades as it jumped hosts and subsequently evolved within aquaculture settings. Results suggest that IHNV genogroups are highly host-specific, but not temperature-specific. In the novel host, virulence appears to be increasing among emergent genotypes, and recently emerged genotypes have lost virulence in the ancestral host. These data suggest virulence evolution may be governed differently in aquaculture compared to natural, terrestrial or theoretical settings.

176

ABSTRACT

Leonardo López - Barcelona Institute for Global Health - Spain

Global vaccination against SARS-CoV-2. Where and how: the impact of new stains.

Leonardo López, Xavier Rodó

Barcelona Institute for Global Health

Since its appearance in the Chinese province of Hubei in November 2019, SARS-CoV2 or COVID-19 has hit every region of the planet with consequences that have been overwhelming, both from a public health point of view with the saturation of health systems throughout the world, as well as for the world economy since it has forced the vast majority of countries to impose sanitary restrictions that affect economic activity. With the development of different vaccines, the outlook seems more encouraging but new doubts are raised about its coverage at a global level. The gap between developed and underdeveloped countries poses a scenario of uncertainty at the global level with the possibility of the emergence of new and more contagious viral strains if vaccination is delayed in the most lagging nations. In a globalization scenario, this possibility raises a problem that is no less important.

In this work, we present a network-based model to study the global spread of SARS-CoV-2 and the potential for new strains of the virus to emerge. The model contemplates the application of vaccines as well as non-pharmacological control measures such as confinement and quarantine. The proposed model also incorporates climate variables such as temperature in order to evaluate the environmental modulation of the infection rate. We use real epidemiological data and vaccination data at a global scale in order to calibrate the approach. This model is used to study different vaccination scenarios in order to establish the best global vaccination strategy and thus reduce the chances that more virulent strains may break out in the near future.

177

ABSTRACT

Kennedy Lushasi - Ifakara Health Institute - Tanzania

Tracking the elimination of rabies from Pemba Island, Tanzania

Kennedy Lushasi1-3, Kirstyn Brunker2, Elaine Ferguson2, Rachel Steenson2, Ally Z Mohamed4, Chanasa Ngeleja5, Daniel T Haydon2, Eberhard Mbunda6✢, Emmanuel Mpolya3, Francois- Xavier Meslinx, Geofrey Mchau7, Gurdeep Jaswant1,13, Hesron Nonga6, Joel Changalucha1, Khasim Omar4, Kija Ng’abhi8, Kristyna Rysava9, Lwitiko Sikana1, Maganga Sambo1,, Malavika Rajeev10, Mathew Maziku6, Msanif Masoud11, Nicodemus Govella1, Paul Johnson2, Roman Biek2, Rudovick Kazwala12, Sarah Cleaveland2, Tiziana Lembo2, Zacharia Mtema1 & Katie Hampson1,2

1:Ifakara Health Institute, Tanzania, 2: University of Glasgow, UK,3:Nelson Mandela African Institution of Science and Technology, Tanzania,4: Ministry of Livestock Development and Fisheries, Zanzibar,5: Tanzania Veterinary Laboratory Agency, Tanzania, 6:Ministry of Livestock Development and Fisheries, Tanzania, 7:Ministry of Health, Tanzania,8: University of Dar es salaam, Tanzania, 9: University of Warwick, UK, 10: Princeton University,USA, 11: Ministry of Health, Zanzibar, 12: Sokoine University of Agriculture, Tanzania, 13:University of Nairobi, Kenya

Rabies has circulated on Pemba Island, off the Tanzanian mainland, since the late 1990s. In 2010, a rabies elimination program was initiated in southeast Tanzania including Pemba. We investigated transmission dynamics in response to dog vaccinations as rabies was eliminated from Pemba.

We used active contact tracing building upon routine surveillance of animal bite injuries to identify rabid animals, human rabies exposures and deaths, as well as government census data and post-vaccination transects to estimate the dog population size and vaccination coverage over time. We combined these data to construct transmission trees and infer the effective reproduction number (Re).

Rabies incidence declined from 42 probable dog cases in 2010 prior to mass dog vaccinations to just two in 2014 when dog vaccination lapsed. Over the same period rabies exposures declined from 32 in 2010 to two in 2014 and rabies was not detected from May 2014 until June 2016. Whole genome sequencing indicated that viral introductions from the Tanzanian mainland in both 2016 and 2017 caused the outbreak, involving 28 dog rabies cases in late 2016 and 66 cases in 2017, corresponding to 35 and 126 human exposures respectively. Between 2010 and 2017, six human rabies deaths were recorded. Emergency dog vaccination was undertaken in response, with campaigns completed every year since late 2016. In 2018 only 8 rabid dogs were detected and 19 rabies exposures, with no transmission recorded since October 2018.

We found that improved vaccination coverage over consecutive campaigns, led to declines in Re, with four campaigns sufficient to repeatedly eliminate rabies from this small population (<4,000 dogs). However, lapsed vaccinations together with movement of incubating animals from the mainland allowed rabies to re-establish. Continued surveillance and investigations of biting incidents are critical to ensure that any new incursions are controlled and freedom from rabies is maintained. 178

ABSTRACT

Jessica Maccaro - UC Riverside - US

Comparative Genomics of Bee-Loving Fungi Provides Clues to The Evolution of Entomopathogenicity in Ascosphaera spp.

Jessica Maccaro & Felipe Moreira Salgado (co-first), Ellen Klinger, Magda Argueta Guzmán, Lyna Ngor, Jason Stajich & Quinn McFrederick (co-corresponding)

UC Riverside

Ascosphaera (Eurotiomycetes: Onygenales) is a diverse genus of Fungi that is exclusively found in association with bee nests and comprises both saprophytic and entomopathogenic species. To date, most genomic analyses have been focused on the honey bee pathogen A. apis, and we lack a genomic understanding of how pathogenesis evolved in the genus. To address this gap we sequenced the genomes of the leaf-cutting bee pathogen A. aggregata as well as three commensal species: A. pollenicola, A. atra and A. acerosa. We carried out de novo annotation and comparison of the assembled genomes, including the previously published genome of A. apis. To identify candidate virulence genes in the pathogenic species, we performed secondary metabolite-oriented analyses and clustering of biosynthetic gene clusters (BGCs). Additionally, we captured single copy orthologs to infer the phylogeny and create codon-aware alignments to determine orthologs under selective pressure in our species. Our results show several shared BGCs between A. apis, A. aggregata and A. pollenicola, with virulence and antifungal resistance related genes present in the bee pathogens and commensals. Some of these genes exhibit signatures of positive selection in the pathogens, including genes involved in carbohydrate metabolism, heat shock responses, and ribosomal structure under a fitted branch-site model. We discuss fungal pathogenic systems where the genes we found are relevant, emphasizing both primary and secondary metabolism as a potential avenue to understanding the evolution of entomopathogenicity in Ascosphaera. As metabolism appears to underlie pathogenicity, our data support the proposal that A. pollenicola, A. acerosa and A. atra are opportunistic pathogens.

179

ABSTRACT

Hannelore MacDonald - University of Pennsylvania - US

Host phenology can select for multiple stable parasite virulence strategies

Hannelore MacDonald, Dustin Brisson

University of Pennsylvania

Host phenology is an important driver of parasite transmission and evolution. Host seasonality favors monocyclic parasites (parasites that complete one generation per season) with lower virulence strategies such that all parasite progeny are released near the end of the host season to limit parasite progeny death in the environment. Intuitively, host seasonality could also select for higher virulence strategies in polycyclic parasites that can complete several generations within the host activity period. We develop a mathematical model of a disease system with seasonal host activity to study the evolutionary consequences of host phenology on parasite virulence strategies. Seasonal host activity patterns create multiple, evolutionary stable virulence strategies separated by less-fit strategies (evolutionary repellors). The evolutionary stable strategy (ESS) that evolves in each system is a function of the virulence strategy of the parasite introduced into the system. The trait value of the optimal virulence strategies is determined by two aspects of host phenology: the duration of the host activity period and the distribution in the time at which hosts first become active within each season. Longer host activity periods and more synchronous host emergence drive all evolutionary stable virulence strategies towards lower virulence. The results demonstrate that host phenology can, in theory, maintain diversity in virulence strategies among isolated geographic locations.

180

ABSTRACT

Ailene MacPherson - University of Toronto - Canada

Unifying Birth-Death Phylodynamic Models

Ailene MacPherson, Stilianos Louca, Angela McLaughlin, Jeff Joy, Matt Pennell

University of Toronto

As the availability of viral genome sequences from outbreaks increases so too has the application “phylodynamic methods”. These methods which estimate epidemiological dynamics from the evolutionary diversification of viral genome sequences provide a near real-time description of viral dynamics and hence are an important public health tool. Owing to their utility, the number and complexity of such methods has increased rapidly, shaped by both biological applications and computational feasibility. Here we unify, summarize, and extend the existing range of approaches with a single concise framework. This framework which consists of 6 mathematical steps, provides 1) a method for deriving a general model, 2) a method for re-deriving existing models thereby clarifying their assumptions, and 3) a foundation from which to examine the mathematical robustness of this class of methods.

181

ABSTRACT

Ayesha Mahmud - University of California, Berkeley - US

Contact surveys reveal heterogeneities in age-group contributions to SARS- CoV-2 dynamics in the United States

Taylor Chin, Dennis Feehan, Caroline Buckee, Ayesha S. Mahmud

University of California, Berkeley

The adoption of non-pharmaceutical interventions significantly affected person-to-person contact rates over the course of the COVID-19 pandemic. Despite their importance to the epidemiology of COVID-19, empirical estimates of age-structured contact rates in the United States throughout the pandemic are lacking. Knowledge of how contact rates differ across localities in the United States is also limited. To this end, we conducted the Berkeley Interpersonal Contact Survey (BICS), which consisted of six waves of contact surveys between March 22, 2020 and February 15, 2021 nationally and in 6 metropolitan designated market areas (DMA) in the United States. We find similar steady increases in the mean and median number of contacts across these localities over survey waves. Although the median number of reported contacts remained low over time across DMAs, the proportion of survey respondents who reported a high number of contacts increased over time. We also find that young adults between ages 18 and 35 reported more contacts on average and had less assortative contact patterns compared to other age groups. We then use compartmental models to simulate COVID-19 dynamics in each DMA, comparing models that use BICS contact rate estimates versus alternative contact rate sources, including synthetic estimates. Our simulations are able to capture observed differences in the proportion of cases by age group over time, including an increase in observed cases among younger age groups. Together these findings highlight the utility of repeated contact surveys in revealing heterogeneities in the epidemiology of COVID-19 across the United States.

182

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Silvina Soledad Maidana - IVIT (INTA-CONICET) – Argentina

Whole-genome analysis of one natural interspecific recombinant strain between bovine alphaherpesviruses 1 and 5

SonAlejandra Romera (a,b,g), Ruben Perez (c), Ana Marandino (c), Rocio LuciaTau (a), Fabricio Campos (d), Paulo Michel Roehe (e), Etienne Paulc Thiry (f), Silvina Soledad Maidana (a,g)

(a) Instituto de Virología e Innovaciones Tecnológicas IVIT (INTA-CONICET) Castelar, Buenos Aires, Argentina. (b) Cátedra de Inmunología, Universidad del Salvador, Provincia de Buenos Aires, Argentina. (c) Sección Genética Evolutiva, Instituto de Biología, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay, (d) Laboratory of Bioinformatics & Biotechnology, Campus de Gurupi, Federal University of Tocantins, Gurupi, Tocantins, Brazil. (e) Laboratório de Virologia, Departamento de Microbiologia, Imunologia e Parasitologia, Instituto de Ciências Básicas da Saúde (ICBS), Universidade Federal do Rio Grande do Sul (UFRGS)Rio Grande do Sul, Brasil. (f) Veterinary Virology and Animal Viral Diseases, Fundamental and Applied Research on Animal Health center and Faculty of Veterinary Medicine, University of Liège Liège, Belgium. (g) Cátedra de Inmunogenética, Facultad de Ciencias Exactas, Químicas y Naturales, Universidad de Morón, Morón, Buenos Aires, Argentina.

BoHV-1 and BoHV-5 are closely related viruses that co-circulate in South America. Previous reports have shown that recombine in natural conditions. Here, we obtained the complete genome of A663 a natural recombinant virus between BoHV-1 and BoHV-5 by Illumina next generation sequencing. Genome was obtained with good average coverage (>1000) and submitted to the GenBank (Accession number MW829288). Complete genome sequence have size of approximately 138.3 kb and a GC content of 75%. The genome structure corresponds to the herpesvirus class D, whit 69 open reading frames (ORFs) arranged in the same order as in other bovine alphaherpesviruses. The genome were included in recombination network studies indicating statistically significant recombination evidence both based on the whole genome, as well as in the sub-regions. A new recombination event was found. The is of the 6637 nt and includes the UL13, UL12, UL11, UL10 and UL9 ORFs, it could have originated Indiapendently of the first event located in the gB and previously reported (Maidana et al, 2017). One recombinant breakpoint is within the reading frame of the helicase (UL9), originating a chimeric enzyme, 50% encoded by BoHV-5 and 50% by BoHV- 1.2b. The identity with his parents is 96.8 and 96.3% for BoHV-5 and BoHV-1 respectively. In vitro characterization suggests that the recombinant virus have delayed exit from the cell compared to parental strains. However, It produce the same viral titer as their possible parents suggesting the accumulation of viral particles and the exit of the cell are only delayed on time. Despite the difference, the natural recombinant virus have been maintained in the bovine herd for more than 30 years, indicating that recombination could be playing an important role in the natural diversity of these viral species. These results highlights the importance of studying the diversity of natural viral populations at the level of complete genomes and determining the role that homologous recombination play in the structure of these viral populations that allows us to predict the evolutionary behavior of these viruses, thus detecting future threats to animal and human health.

183

ABSTRACT

Ellie Mainou - Pennsylvania State University - US

Investigating model alternatives for acute HIV infection

Ellie Mainou, Jessica Conway

Pennsylvania State University

The standard viral dynamics model explains HIV viral dynamics during acute infection reasonably well. However, the model makes simplifying assumptions, neglecting some aspects of HIV pathogenesis. For example, in the standard model, target cells are infected by a single HIV virion. Yet, cellular multiplicity of infection (MOI) may have considerable effects in pathogenesis and viral evolution. Further when using the standard model, we take constant infected cell death rates, simplifying the dynamic immune responses. Here, we use four models—1) the standard viral dynamics model, 2) an alternate model incorporating cellular MOI, 3) a model assuming density-dependent death rate of infected cells and 4) a model combining (2) and (3)—to investigate acute infection dynamics among study participants in the RV217 dataset. We find that all models explain the data, but different models describe differing features of the dynamics more accurately. For example, while the standard viral dynamics model may be the most parsimonious model, viral peaks are better explained by a model allowing for cellular MOI. These results suggest that heterogeneity in within-host viral dynamics cannot be captured by a single model but depending on the aspect of interest, a corresponding model should be employed.

184

ABSTRACT

Mansi Malik - Tata Institute for Genetics and Society - India

Engineered resistance in Anopheles stephensi to antimalarial effectors-Effect on Plasmodium development and evolution.

Mansi Rajendra Malik1,2, Kailash Patra1, Savannah Bogus1, Anthony James3, Ethan Bier1*

1. Tata Institute for Genetics and Society, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0349, USA 2. Tata Institute for Genetics and Society, Centre at InStem, NCBS Campus, Bellary Road, Bangalore-560065, Karnataka, India 3. Department of Microbiology & Molecular Genetics, University of California, Irvine, CA 92697-3900, USA

Malaria transmitted by Plasmodium falciparum progresses through various developmental stages within the Anopheles sp. and can be transmitted to humans by female Anopheles mosquitoes. In view of the efforts towards the global eradication of malaria, population modification of the vector mosquito populations by efficient introgression of antimalarial gene(s) is being explored.

A previously characterized dual effector transgenic Anopheles stephensi mosquito line expressing single chain antibodies namely m2A10-m1C3 targeting Plasmodium antigens namely Circumsporozoite protein (CSP) and Chitinase, was challenged with rodent parasite Plasmodium berghei, chimeric for Plasmodium falciparum CSP antigen.

Further, these infected transgenic mosquitoes were fed on to to infect a naïve mouse and the reinfected parasite was harvested at every infection cycle for four subsequent generations.

Across the four generations, there was a delay observed in the appearance of the parasite upon reinfection.

The study successfully establishes an invitro experimental evolution model which can be used to evaluate risk associated with mosquito transgenesis for the probable genetic changes in the Plasmodium antigen(s) upon the multigenerational crosstalk with the single chain effector antibodies expressed in the transgenic Anopheles stephensi.

185

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Reese Martin - Vanderbilt University - US

Immune signaling network evolution under selection by parasites

Reese Martin, Ann Tate

Department of Biological Sciences, Vanderbilt University, Nashville TN, 37235

The immune system is a vital piece of organismal survival, but it is both complex and costly to maintain meaning organisms must balance immune resource investment with the cost of infection. From a theoretical perspective an optimal immune defense is one that carefully balances investment in constitutive and inducible components of defense, but parasite manipulation of signaling components can interfere with optimal transduction of inducible responses. How does coevolution drive optimal immune signaling network architecture, in terms of signaling component number, connectedness, and path redundancy, when components are under different constraints or cost structures? To answer this question, we modeled a fixed population of host immune systems as they were infected by a population of simultaneously evolving parasites. We tracked network complexity, the behavior of parasite targets, and immune response type to determine what factors constrain inducible responses. Our results suggest that network architectures that produce inducible immune responses are associated both with complex development requirements and tend to be susceptible to sabotage by parasitic antagonists. These results could lead to a better understanding of selective pressures, including trade-offs between resource investment and fitness, that drive the diversity of immune signaling networks across plants and animals.

186

ABSTRACT

Daniel Martínez-Gómez - Universidad Autónoma Metropolitana, Xochimilco. - Mexico

Specific genetic background is required for acquisition of virulence genes in Escherichia coli.

Jonathan Josué López-Islas1 , Estela T. Méndez Olvera2 , Carlos A. Eslava-Campos3 , Daniel Martínez Gómez4*

1Doctorado en Ciencias Agropecuarias, División de Ciencias Biológicas y de la Salud, UAM Xochimilco, 2Laboratorio de Biología Molecular, Departamento de Producción Agrícola y Animal, UAM Xochimilco, 3Unidad en Investigación Básica y Clínica en Enfermedades Infecciosas, Hospital Infantil de México Federico Gómez, 4Laboratorio de Microbiología Agropecuaria, Departamento de Producción Agrícola y Animal, UAM Xochimilco.

Introduction. Escherichia coli is one of the most important pathogens associated with gastroenteric diseases. E. coli enteric infections have a different pathogenesis. This phenomenon results from the wide range and combination of virulence factors (VF) in pathogenic E. coli strains. Virulence factor patterns allow the classification of E. coli in different pathotypes (intestinal and extraintestinal). Many of these virulence genes have been acquired through a horizontal gene transfer process (HGT). Acquisition of these genes has been associated with variations in the serogroup, phylogroup, and other genetic determinants. However, these associations are not clear, whereas the presence of virulence genes in some strains seems to be a random process. The study of pathogenesis evolution in wild-type strains recovered from natural microenvironments represents an opportunity to understand the molecular determinants associated with virulence gene transfer. Material and methods. In this study, 123 strains of E. coli with one or more virulence genes were isolated from bison, and carnivores were used. The phylogroups were determined using the methodology carried out by Clermont. The serogroups of each strain were determined by using standard procedures. The rpoD sigma factor was analyzed by High Resolution Melting to identify possible genetic variants to associate them with a particular virulence gene pattern. Results. Correlation analysis showed that the serogroup and the phylogroup could not establish the presence of virulence genes in all strains analyzed in this study. High resolution melting analysis revealed the presence of genetic variants of rpoD sigma factor in E. coli strains. A principal component analysis showed that virulence gene patterns were associated with these genetic variants of the rpoD sigma factor. Conclusions. In this study, the presence of virulence genes was associated with genetic variants in the rpoD sigma factor, suggesting that genetic variations in different transcriptional factors (genetic background) could be necessary to acquire virulence genes.

187

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Aimee Massey - Oregon State University - US

The Infectious Matrix: using vector-derived DNA and metabarcoding to investigate host, vector, and parasite communities across gradients of tropical forest loss and increasing agricultural matrix

Aimee L. Massey

Oregon State University, Department of Fisheries and Wildlife

1Land-use patterns may affect disease risk via changes in biodiversity. A prevailing theory, the dilution effect, posits that an overall decrease in biodiversity leads to an increase disease risk. However, due to ecological complexities, there is debate as to whether there exists a generalizable effect of land-use change and biodiversity loss on increased disease risk. Using emerging sampling techniques that both increase the efficiency of empirical data collection and directly provide measures of species diversity and interactions is one way to increase our understanding of the effects of land-use change. Here, we piloted using DNA metabarcoding of vector bloodmeals to disentangle the complex relationships between Leishmania parasites, the known vector species, and the potential wildlife hosts, across an active deforestation gradient in the southern Amazon. By combining a large quantity of sample-level host and vector incidence data with landscape metric data, we measured species responses to land-use change. We found that host and vector responses to deforestation were nuanced and an overall low incidence of Leishmania species. The probability that a sandfly pool contained a vector and the detection of the dominant sandfly vector, Nyssomyia umbratilis, were decreased as deforestation increased, counter to the hypothesis that vector amplification occurs in response to deforestation. We found increased prevalence of domestic dogs and Dasypus novemcinctus with increased deforestation, however we found reduced prevalence of D. kappleri and other sylvatic hosts with increased deforestation such that overall host prevalence was not significantly related to deforestation. Thus, a generalizable effect of land-use change on host and vector communities was clouded with complexity due to varied individual species responses to deforestation. However, utilizing powerful molecular methods, such as DNA metabarcoding, combined with data collected at a large spatial scale helped improve our mechanistic understanding of the winners and losers in response to tropical deforestation.

188

ABSTRACT

Eglantine Mathieu-Begne - Laboratoire Interaction Hôtes Pathogènes Environnement, Université de Perpignan Via Domitia - France

No pre-zygotic isolation mechanisms between Schistosoma haematobium and Schistosoma bovis parasites: from mating interactions to differential gene expression

Julien Kincaid-Smith, Eglantine Mathieu-Bégné, Cristian Chaparro, Marta Reguera-Gomez, Stephen Mulero, Jean-Francois Allienne, Eve Toulza, Jérôme Boissier

Univ. Montpellier, CNRS, IFREMER, UPVD, IHPE, Perpignan, France.

Species usually develop reproductive isolation mechanisms allowing them to avoid interbreeding. These preventive barriers can act before reproduction, “pre-zygotic barriers”, or after reproduction, “post-zygotic barriers”. Pre-zygotic barriers prevent unfavourable mating, while post-zygotic barriers determine the viability and selective success of the hybrid offspring. Hybridization in parasites and the underlying reproductive isolation mechanisms maintaining their genetic integrity have been overlooked. Using an integrated approach this work aims to quantify the relative importance of pre-zygotic barriers in Schistosoma haematobium x S. bovis crosses. These two co-endemic species cause schistosomiasis, one of the major debilitating parasitic diseases worldwide, and can hybridize naturally. Using mate choice experiments we first tested if a specific mate recognition system exists between both species. Second, using RNA-sequencing we analysed differential gene expression between homo- and hetero-specific pairing in male and female adult parasites. We show that homo- and hetero-specific pairing occurs randomly between these two species, and few genes in both sexes are affected by hetero-specific pairing. This suggests that i) mate choice is not a reproductive isolating factor, and that ii) no pre-zygotic barrier except spatial isolation “by the final vertebrate host” seems to limit interbreeding between these two species. Interestingly, among the few genes affected by the pairing status of the worms, some can be related to pathways affected during male and female interactions and may also present interesting candidates for species isolation mechanisms and hybridization in schistosome parasites.

189

ABSTRACT

Carla Mavian - University of Florida - US

Multifaceted adaptive landscape of toxigenic Vibrio cholerae during epidemic waves in the Democratic Republic of Congo associated with a novel and unique ICP1 Bacteriophage.

Meer T. Alam,1 Taylor Paisie,1,2 Carla Mavian,1,2* Marco Salemi,1,2 Angus Angermeyer,3 Kimberley D. Seed,3,4 Andrew Camilli,5 J. Glenn Morris, Jr.,1,6 and Afsar Ali1,7

1, Emerging Pathogens Institute, University of Florida, Gainesville, FL; 2. Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, FL; 3. Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, CA; 4. Chan Zuckerberg Biohub, San Francisco, CA ; 5. Department of Molecular Biology & Microbiology, Tufts University, School of Medicine, Boston, MA 6. Department of Medicine, College of Medicine, University of Florida, Gainesville, FL 7. Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, FL. *Poster presenter

Cholera was first introduced into the Democratic Republic of Congo (DRC) in the early 1970s and become endemic in the Great Lakes Region by 1978. Although cholera now appears to be endemic in the DRC, the paucity of studies on V. cholerae have prohibited drawing a definitive conclusion on whether or not the cholera outbreaks occurring since 1978 are of indigenous origin. We used whole-genome sequencing and Bayesian phylogeography to characterize 24 V. cholerae isolates collected in the Great Lakes Region between 2015 and 2017. We show that the DRC epidemic consisted of three sub-epidemics, with the most recent and successful one being of Inaba serotype. A novel ICP1 bacteriophage genetically distinct from previous isolates detected in Asia as detected in the stool of cholera patients. Our results support the model whereby toxigenic V. cholerae O1 and an associated clone of the virulent phage, ICP1, spread to the DRC in the 1990's and have since established a stable reservoir and predator-prey pair dynamic. Surprisingly PLE and CRISPR-Cas were not found in the V. cholerae DRC isolates, while instead increased its fitness landscape by accumulating diversity in the O1 antigen biosynthetic genes. Moreover, we propose a novel on/off genetic switch for resistance that involves only two genes, MdtA and VC0243 genes, that may impose less additional fitness cost on their host as compared to maintaining large accessory genome elements like the PLE and CRISPR-Cas that requires extra energy. Continuous monitoring of toxigenic V. cholerae and predator ICP1 phage in both patient stools and aquatic environments in the DRC, and elsewhere, would provide additional support for our hypothesis, and could provide invaluable epidemiological data for monitoring the spread of cholera and the potential for new outbreaks in the DRC and surrounding countries.1

190

ABSTRACT

Karen McCoy - CNRS - France

Small scale dispersal of soft ticks and patterns of pathogen circulation

McCoy, K.D.1,2, Rataud, A.2, Toty, C.2, 3, Dupraz, M.2, Blanchon, T.4, Buysse, M.2, Leray, C.4, Vedovato, R.2, Choquet, R.5, Vittecoq, M.4

1. Centre for Research on the Ecology and Evolution of Diseases (CREES), Montpellier – France 2. MIVEGEC, University of Montpellier-CNRS-IRD, Centre IRD, Montpellier, France. 3. PiMIT, University of La Réunion-CNRS-IRD-INSERM, Sainte-Clotilde, La Réunion, France 4. Tour du Valat, Research Institute for the Conservation of Mediterranean Wetlands, Arles, France 5. CEFE, University of Montpellier-CNRS-EPHE-IRD-Université Paul Valéry Montpellier, Montpellier, France,

1Endophilous ticks live in specific microhabitats used by their hosts, assuring both the presence of appropriate bloodmeal hosts and suitable environmental conditions for the off- host period. Most tick species of the family Argasidae (soft ticks) have adopted this lifestyle. As a consequence, and in combination with their short bloodmeal times, these ticks are expected to have a low overall propensity to disperse, limiting their circulation and that of the infectious agents they carry. Modeling at large spatial scales, when ticks depend exclusively on their host for dispersal, has suggested that this is Indiaed the case. Movement and pathogen transmission at small scales, when tick dispersal can be both host dependant and Indiapendent, has not been investigated in this tick family. Here, we examined small scale movements in soft ticks using the colonial seabird tick Ornithodoros maritimus as a model system. We studied tick movement within a colony of Yellow-legged gulls Larus michahellis in two ways: 1) using data from individually marked ticks and multi-state capture- recapture modeling and 2) using genetic data from a series of SNP markers to measure tick gene flow across the colony. We then combined this information with data on the infection status of ticks for a series of known infectious agents. Our results demonstrate the critical importance of considering vector behaviour throughout the year in order to understand both their local population dynamics and infection risk. This small scale data can now be integrated into models to better understand and predict patterns of tick and pathogen circulation at larger scales and to contrast predictions from hard tick species.

191

ABSTRACT

Coby McDonald - Colorado State University - US

Host immune responses to enzootic and invasive pathogen lineages vary in magnitude, timing, and efficacy

Coby A. McDonald (a), C. Guilherme Becker (b), Carolina Lambertini (c), L. Felipe Toledo (c), Célio F.B. Haddad (d), Kelly Zamudio (a)

(a) Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY 14853, USA; (b) Department of Biological Sciences, The University of Alabama, Tuscaloosa, AL 35487; (c) Laboratório de História Natural de Anfíbios Brasileiros (LaHNAB), Departamento de Biologia Animal, Instituto de Biologia, Unicamp, Caixa Postal 6109, 13083-970, Campinas, São Paulo, Brazil; (d) Departamento de Biodiversidade e Centro de Aquicultura (CAUNESP), Instituto de Biociências, Universidade Estadual Paulista, Rio Claro, SP, Brazil

Infectious diseases of wildlife continue to pose a threat to biodiversity worldwide, yet pathogens are far from monolithic in virulence. Within the same pathogen species, virulence can vary considerably depending on strain or lineage, in turn eliciting variable host responses. One pathogen that has caused extensive biodiversity loss is the amphibian-killing fungus, Batrachochytrium dendrobatidis (Bd), which is comprised of a globally widespread hypervirulent lineage (Bd-GPL), and multiple geographically restricted lineages. Whereas host immunogenomic responses to Bd-GPL have been characterized in a number of amphibian species, immunogenomic responses to enzootic Bd lineages are unknown. To examine lineage-specific host immune responses to Bd, we exposed the pumpkin toadlet (Brachycephalus pitanga), which is enzootic to Brazil’s Southern Atlantic Forest, to either the Bd-GPL or the enzootic Bd-Brazil lineage. We quantified functional immunogenomic responses over the full time course of infection using differential gene expression tests and coexpression network analyses. Host immune responses varied significantly with Bd lineage. Whereas Bd-Brazil+ frog responses peaked by mid-stage infection and were fully resolved by late-stage disease, Bd-GPL+ frog responses were magnified and delayed. Given that infection intensity did not vary between mid- and late-stage disease, this suggests that pumpkin toadlets may be at least partially tolerant to enzootic Bd-Brazil, with which they have coevolved for at least 100 years. In contrast, late-stage immune activation against Bd-GPL was not protective, and was consistent with immune dysregulation previously observed in other species. Our results demonstrate that both the timing of immune response and the particular immune pathways activated are specific to Bd lineage. Within regions where multiple Bd lineages co-occur, and given continued global Bd movement, these differential host responses may influence not only individual disease outcome, but transmission dynamics at the population and community level.

192

ABSTRACT

Brian McKay - University of Georgia - US

Virulence-mediated infectiousness and activity trade-offs and their impact on transmission potential of influenza patients

Brian McKay, Mark Ebell, Ariella Perry Dale, Ye Shen, Andreas Handel

Department of Epidemiology and Biostatistics, The University of Georgia, Athens, GA, USA

Communicable diseases are often virulent, i.e., they cause morbidity symptoms in those infected. While some symptoms may be transmission-enhancing, other symptoms are likely to reduce transmission potential. There is limited data regarding the potential impact of virulence on transmission potential. We performed an exploratory data analysis of 324 influenza patients at a university health center during the 2016/2017 influenza season. We classified symptoms as infectiousness-related or morbidity-related and calculated two scores. The scores were used to explore the relationship between infectiousness, morbidity (virulence), and activity level. We found a decrease in activity level with increasing morbidity scores. There was no consistent pattern between activity level and infectiousness score. We also found a positive correlation between morbidity and infectiousness scores. Overall, we find that increasing virulence leads to increased infectiousness and reduced activity, suggesting a trade-off that can impact overall transmission potential. Our findings indicate that a reduction of systemic symptoms may increase host activity without reducing infectiousness. Therefore, interventions should target both morbidity and infectiousness related symptoms to reduce overall transmission potential. Our findings can also inform simulation models that investigate the impact of different interventions on transmission.

193

ABSTRACT

Angela McLaughlin - University of British Columbia - Canada

Fundamental identifiability limits of phylodynamic birth-death models

Stilianos Louca[1,2], Angela McLaughlin[3,4], Ailene MacPherson[5,6,8], Jeffrey B. Joy[3,4,7], Matthew W. Pennell[5,6]

1. Department of Biology, University of Oregon, USA 2. Institute of Ecology and Evolution, University of Oregon, USA 3. British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada 4. Bioinformatics, University of British Columbia, Vancouver, Canada 5. Biodiversity Research Centre, University of British Columbia, Vancouver, Canada 6. Department of Zoology, University of British Columbia, Vancouver, Canada 7. Department of Medicine, University of British Columbia, Vancouver, Canada 8. Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Canada

Viral phylogenies provide crucial information on the spread of infectious diseases, and many studies fit mathematical models to phylogenetic data to estimate epidemiological parameters such as the effective reproduction ratio (Re) over time. Such phylodynamic inferences often complement or even substitute for conventional surveillance data, particularly when sampling is poor or delayed. It remains generally unknown, however, how robust phylodynamic epidemiological inferences are, especially when there is uncertainty regarding pathogen prevalence and sampling intensity. Here we use recently developed mathematical techniques to fully characterize the information that can be extracted from serially collected viral phylogenetic data in the context of the commonly used birth-death- sampling model. We show that for any candidate epidemiological scenario, there exist a myriad of alternative, markedly different and yet plausible “congruent” scenarios that cannot be distinguished using phylogenetic data alone, no matter how large the dataset. In the absence of strong constraints or rate priors across the entire study period, neither maximum- likelihood fitting nor Bayesian inference can reliably reconstruct the true epidemiological dynamics from phylogenetic data alone; rather, estimators can only converge to the congruence class of the true dynamics. We propose concrete and feasible strategies for making more robust epidemiological inferences from viral phylogenetic data. 194

ABSTRACT

Taegan McMahon - Connecticut College - US

Freshwater snails and the green algae Cladophora are probably not hosts of Batrachochytrium dendrobatidis

Taegan A McMahon, Caitlin L. Nordheim and Devin M Prokopiak

Connecticut College

Batrachochytrium dendrobatidis (Bd) is a pathogenic fungus that has devastated amphibian populations globally by causing the disease chytridiomycosis. Batrachochytrium dendrobatidis is capable of infecting non-amphibian hosts, such as crayfish, and has been detected on reptile and bird species. Given the taxonomic heterogeneity in the known hosts and vectors of Bd, it is likely that there is a diversity of undiscovered non-amphibian hosts of the fungus. Here, we investigated whether Bd could survive on freshwater snails (Physella acuta) and Cladophora algae. We exposed small and large snails (n = 15 snails/ size category), Cladophora algae (n = 5), and artificial spring water controls (ASW; n = 5) to live Bd. We also maintained Bd-free control snails (n = 5 snails/size category) in ASW. All treatments were maintained for 7 weeks at 18°C. Mortality was checked three times a week, snails were weighed every 2 weeks, and 7 weeks after exposure, the snails, algae, and water were tested for Bd using quantitative polymerase chain reaction. We found that Bd did not grow on live snails, algae, or ASW long term. Additionally, live snails (n = 20) collected from Bd-positive ponds in California were all negative for Bd, as well. Given that we found no Bd on the experimentally exposed or field swabbed snails, snails are probably not a reservoir host of Bd. While negative results are often not published, Bd is one of the deadliest pathogens on earth; it is essential to know what is and is not capable of maintaining Bd for well-designed disease models.

195

ABSTRACT

Estela Mendez - Universidad Autónoma Metropolitana, Xochimilco. - Mexico

Characterization of Salmonella strains isolated from wild carnivores in Janos Biosphere Reserve, Mexico.

Jonathan J. López-Islas, Daniel Martínez-Gómez, Andrés M. López-Pérez, Libertad Orozco, Gerardo Suzan and Estela T. Méndez-Olvera

Departamento de Producción Agrícola y Animal, Universidad Autónoma Metropolitana Xochimilco, Calzada del Hueso 1100, Villa Quietud, Coyoacán, P.C. 04960, CDMX, México.

Microorganisms of the genus Salmonella sp. are considered one the most important zoonotic pathogens. These microorganisms have been isolated from a wide range of domestic and free-range animals, including wild carnivores. This study analyzed the frequency of Salmonella spp. in carnivores from Janos Biosphere Reserve, Mexico. During autumn and spring, 55 individuals were sampled, and bacteriological and molecular methods determined the presence of Salmonella. Eight different species of carnivores were captured, including Coyotes (Canis latrans), Gray fox (Urocyon cinereoargenteus), Desert foxes (Vulpes macrotis), Striped skunks (Mephitis mephitis), Hooded skunks (Mephitis macroura), Lynxes (Lynx rufus), Raccoons (Procyon lotor) and Badgers (Taxidea taxus). Results obtained showed Salmonella sp. presence in all species in both seasons. The frequency of Salmonella with molecular methods was 43.6% and 9.0% by isolation methods. Five Salmonella spp. strains were isolated, and their molecular characterization revealed in three of them the presence of fimbrial and virulence genes associated with cell invasion. In vitro evaluation of these strains showed their capability to invade human Hep2 cells, even more than a reference Salmonella Typhimurium strain. This study showed that wildlife animals could be a reservoir of Salmonella spp. and could contribute to the persistence of bacteria in the environment. The epidemiological role of wild carnivores in the spread of salmonellosis needs to be further studied.

196

ABSTRACT

Sandra Mendiola - Emory University - US

Competitive exclusion of plant pathogen by symbiotic bacteria within an insect vector

Sandra Y Mendiola, David J Civitello, Nicole M Gerardo

Department of Biology, Emory University, Atlanta, GA, USA

Many insects harbor microbial symbiotic partners that offer protection against pathogens, parasitoids, and other natural enemies. Mounting evidence suggests that these symbiotic microbes can play key roles in determining infection outcomes in insect vectors and can either inhibit or facilitate pathogen transmission. We use the squash bug Anasa tristis and its associated pathogens and symbionts to study how symbiotic microbes affect pathogen infection outcomes. The squash bug is an agriculturally important pest of plants in the family Cucurbitaceae and a known vector of Serratia marcescens, the causative agent of Cucurbit Yellow Vine Disease (CYVD). Bacteria in the genus Caballeronia have a symbiotic relationship with A. tristis, significantly accelerating their development and increasing their survival. We hypothesized that association with Caballeronia affects the establishment and persistence of S. marcescens in squash bugs. To test this, we reared insects aposymbiotically and with different Caballeronia isolates, infected them with a phytopathogenic strain of S. marcescens, then sampled them periodically to assess the intensity and status of pathogen infection. Squash bugs harboring Caballeronia consistently had much lower-intensity infections and cleared S. marcescens significantly faster than their aposymbiotic counterparts. These patterns held true even when we varied the timing of exposure to symbiont and pathogen. Our future work will address the mechanisms through which pathogen and symbiont compete within the squash bug as well as the broader implications of our findings on disease spread.

197

ABSTRACT

Diana Meza - University of Glasgow - UK

Rabies virus dynamics in vampire bats and spillover to livestock, analysis of the role of multi-scale ecological factors

Diana, K. Meza, Nardus Mollentze, Alice Broos, Mafalda Viana, Daniel. G. Streicker

Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences / 2Medical Research Council- University of Glasgow Centre for Virus Research

The study of transmission dynamics of bat zoonotic viruses aims to reduce risks to humans or domestic animals but are notoriously challenging. The transmission dynamics depend on diverse factors which act at individual, population, and landscape levels, and can rarely be studied in unison over epidemiologically relevant temporal scales. We combined data from a 10-year, spatially replicated sero-survey of Peruvian vampire bats with an epidemiological dataset comprising hundreds of rabies outbreaks in livestock to identify ecological factors that drive rabies transmission in bats. By using data from resampled bats, we explored patterns of seroconversion and the influence of different factors on the rate of antibody. Additionally, we tested whether observed levels of infection in bats predicts spillover risk to livestock. Analyses of serological data revealed spatiotemporally correlated patterns of rabies exposure in bats, supporting complex geographically partitioned transmission cycles. Seroprevalence was partly explained by landscape level factors but largely Indiapendent of bat features, suggesting similar patterns of exposure among demographic groups during periods of local viral circulation. By studying 427 resampled bats over our study period, we observed long-term survival of rabies-exposed bats and antibody waning. We found the antibody loss rate in the presence of non-vampire bat species was lower, pointing to antibody boosting through cross-species exposures or environmental effects on immunity in areas of higher bat diversity. Finally, observed seroprevalence in bats significantly predicted rabies spillover to nearby livestock, highlighting the need for better understanding of both patterns of infection within bats and other barriers implicated into spillover. These findings refine the factors determining rabies transmission within and from vampire bats, an important step towards upgraded management of this economically severe zoonosis.

198

ABSTRACT

Matthew Michalska-Smith - University of Minnesota - US

Using machine learning to relate contact network structure to the spread of disease

Matthew J Michalska-Smith, Meggan E Craft

University of Minnesota

1Why does COVID-19 spread so rapidly in some places, yet slowly in others? One key to answering this question is an understanding of how the structure of social contact networks affects disease spread in a population. Past research has suggested that the structure of social networks can have profound effects on the spread of disease. Some aspects of network structure, such as the number of interactions and the skewness of the degree distribution (the distribution of interactions per individual in the population), correlate with larger, faster epidemics, while others, such as clustering or modularity (the tendency for groups of individuals to mostly interact with other group members), correlate with reduced or slower disease spread. In contrast to previous studies that have tended to look at one measure of network structure in isolation, we utilize machine learning approaches to evaluate the concomitant effects of multiple aspects of network structure on disease spread. This is made possible by high-performance computing in which we simulate thousands of epidemics spreading through a diverse collection of synthetic contact networks. The outcomes of these simulations are then related back to each network's unique structural properties to: 1) predict the rate and extent of disease spread on novel networks given their structural properties, and 2) identify which network structures are most influential for disease spread. By systematically associating network structures with their contribution to disease spread, we gain insight that could ultimately be used to improve the efficiency and efficacy of societal interventions to mitigate disease spread (for example by reducing structures that increase levels of disease or increasing structures that reduce disease levels). In this poster, we provide some preliminary results to these ends, as well as highlight several methodological challenges involved in generalizing this approach.

199

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Gideon Mordecai - University of British Columbia - Canada

Aquaculture mediates global transmission of a viral pathogen to wild salmon’

G. J. Mordecai1, K. M. Miller2, A. L. Bass3, A. W. Bateman4,5, A. K. Teffer6, J. M. 5 Caleta7, E. Di Cicco4, A. D. Schulze2, K. H. Kaukinen2, S. Li2, A. Tabata2, B. R. 6 Jones8,9, T. J. Ming2, J. B. Joy1,8,9

1 Department of Medicine, University of British Columbia, Vancouver, Canada. 2 Pacific Biological Station, Fisheries and Oceans Canada, Nanaimo, Canada. 3 Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, Canada. 4 Pacific Salmon Foundation, Vancouver, Canada. 5 Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, Canada. 6 David H. Smith Conservation Research Fellowship, Society for Conservation Biology, Washington DC, USA. 7 Department of Microbiology & Immunology, University of British Columbia, Vancouver, Canada. 8 BC Centre for Excellence in HIV/AIDS, Vancouver, Canada. 9 Bioinformatics Programme, University of British Columbia, Vancouver, Canada.

Global expansion of aquaculture and agriculture facilitates the emergence of novel diseases and catalyzes transmission to sympatric wildlife populations. The health of wild salmon stocks critically concerns Indigenous peoples, commercial and recreational fishers, and the general public. Despite potential impact of viral pathogens such as Piscine orthoreovirus-1 (PRV-1) on populations of endangered wild salmon, their epidemiology in wild fish populations remains obscure, as does the role of aquaculture in global and local spread. Our phylogeographic analyses of PRV-1 suggest that development of Atlantic salmon aquaculture facilitated spread from Europe to the North and South East Pacific. Phylogenetic analysis and RT-PCR surveillance further illuminate the circumstances of emergence of PRV-1 in the North East Pacific and provide strong evidence for Atlantic salmon aquaculture as a source of infection in wild Pacific salmon. PRV-1 is now an important infectious agent in critically endangered wild Pacific salmon populations, fueled by aquacultural transmission.

200

ABSTRACT

Valerie Morley - University of New Mexico - US

Preventing antimicrobial resistance evolution by inactivating daptomycin in the gut

Valerie J. Morley, Clare L. Kinnear, Derek G. Sim, Samantha N. Olson, Lindsey M. Jackson, Elsa Hansen, Grace A. Usher, Scott A. Showalter, Manjunath P. Pai, Robert J. Woods, Andrew F. Read

Pennsylvania State University, University of Michigan

Clinical antibiotic use creates natural selection for antibiotic resistance, consequently fanning the flames of the antimicrobial resistance crisis. A key challenge, then, is to figure out how to use antibiotics therapeutically without driving the evolution of resistance. We recently discovered one way to do that: an adjunctive therapy that can prevent resistance evolution. We repurposed the drug cholestyramine, an FDA-approved bile acid sequestrant, as an ‘anti- antibiotic’ to disable intravenous (IV) daptomycin reaching the gastrointestinal (GI) tract. In mice, we demonstrated experimentally that co-administration of oral cholestyramine during systemic daptomycin treatment prevented the emergence of daptomycin resistance in gastrointestinal populations of patient-derived Enterococcus faecium. Thus, we prevented resistance emergence in transmissible populations of E. faecium colonizing the gut, while allowing antibiotic activity in the bloodstream, which is the target therapeutic site. Preventing resistance evolution in the gut is important because E. faecium spreads through fecal transmission. Therefore, gastrointestinal E. faecium are source populations for infection and transmission in healthcare settings. Preventing resistance emergence in GI populations thus protects treated patients from infection with resistant strains and prevents transmission of resistant pathogens. E. faecium is one of several pathogens listed as ‘Urgent’ or ‘Serious’ Resistance Threats by the US Centers for Disease Control and Prevention (CDC) that colonizes the GI tract asymptomatically, so this approach has the potential to significantly combat antibiotic resistance in hospitals.

201

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Alexandra Moskaluk - Colorado State University - US

Genotyping Microsporum canis from domestic felines across the United States

Alex Moskaluk, Erick Gagne, Sue VandeWoude

Colorado State University, University of Pennsylvania

Microsporum canis is a filamentous mold that commonly causes tinea capitis in children and dermatophytosis (commonly known as ringworm) in domestic felines. Given the zoonotic and highly contagious nature of this fungus, infections in animals can easily infect humans and spread through populations. Though the full genome of M. canis has been assembled, subtypes with enhanced virulence or other undesirable phenotypic characteristics have not yet been identified. Identification of these genotypes is beneficial in disease outbreaks and population management. Through this study, we have collected M. canis samples from domestic felines from 5 locations across the US and collected clinical data related to these samples. Using 8 microsatellite markers, we have identified over 30 different genotypes of M. canis with certain genotypes being restricted geographically. Additionally, certain genotypes are more frequently encountered in more severe dermatophytosis cases, suggesting a potential difference in clinical presentation. Identifying the importance of M. canis genotypes can help better understand outbreaks by linking cases to specific animals or geographical regions. 202

ABSTRACT

Nadya Muchoney - University of Nevada, Reno - US

Use of an introduced host plant enhances resistance against densovirus infection in a native insect herbivore

Nadya D. Muchoney [1], M. Deane Bowers [2], Adrian L. Carper [2], Mylene Ogliastro [3], Angela M. Smilanich [1]

[1] Department of Biology, University of Nevada, Reno, USA; [2] Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, USA; [3] INRA, University of Montpellier, France

Incorporation of introduced plant species into the diets of native insect herbivores is a common phenomenon; however, herbivore performance is often reduced when utilizing these novel host plants, compared to native host plants. Investigating the impacts of novel host plant use on herbivore interactions with natural enemies may provide additional insight into the evolutionary costs and benefits of dietary expansion. Here, we evaluated the hypothesis that improved defense against infectious disease may facilitate herbivore persistence on introduced plants that confer relatively poor developmental performance. To address this hypothesis, we experimentally evaluated how use of an introduced host plant, Plantago lanceolata, influenced interactions between a native herbivore, the white peacock butterfly (Anartia jatrophae), and an entomopathogen that occurs naturally in A. jatrophae populations, Junonia coenia densovirus (JcDV; Parvoviridae). A. jatrophae caterpillars were reared on either P. lanceolata or a native host plant, Bacopa monnieri, and a subset of individuals was orally inoculated with JcDV. We then measured three immune parameters, along with development rate and mortality, in virus-challenged and control individuals. While survival of unchallenged individuals did not differ between the two host plants, survival of individuals challenged with JcDV was substantially higher when utilizing the introduced plant, P. lanceolata. Individuals using P. lanceolata also exhibited lower viral loads than those using the native plant, though immune performance did not differ between the two diets. Additionally, JcDV-challenged individuals exhibited faster development, but lower pupal weights, than controls. These results indicate that use of an introduced plant confers increased resistance against JcDV infection in A. jatrophae, which may promote the continued use of P. lanceolata in populations experiencing high JcDV pressure. Overall, these findings illustrate that disease outcomes can differ markedly in herbivores utilizing different host plant species, highlighting the importance of considering interactions with pathogens within investigations of diet breadth evolution.

203

ABSTRACT

Courtney Murdock - Cornell University - US

In sickness and in health: female mate selection determines offspring immune performance in the key mosquito vector Aedes aegypti

Christine Reitmeyer, Ash Pathak, Melinda Brindley, Laura Harrington, Lauren Cator, and Courtney Murdock

Cornell University

Aedes aegypti is an important vector of several pathogenic arboviruses including dengue, chikungunya and Zika. Innovative approaches to control Aedes populations, involving synthetic transgenic modifications as well as Wolbachia bacteria, appear promising. For the various techniques requiring offspring inheritance of a trait, released males must successfully compete for mating partners against wildtype males. However, very little is known about mechanisms of mate selection in mosquitoes in general and in particular about potential correlations between mating success and offspring immune performance. Harmonic convergence signals have been proposed as a cue for females to predict male quality. We investigated whether offspring of converging parental pairs showed differences in immune competence compared to offspring derived from non-converging parental pairs using three different types of immune assays. We found that offspring immune responses (melanization response and response to a bacterial challenge) differed between offspring from converging and non-converging parents. However, immune responses were shaped by several interacting factors such as sex, age, reproductive status, and parental mating behavior. Parental mating behavior had a stronger effect on the immune response of male offspring than on female offspring. Further, a population of female offspring derived from converging parental pairs reached their peak dengue virus dissemination rate earlier compared to a population of offspring derived from non-converging parental pairs. Our results provide insight into a wide range of selective pressures shaping mosquito immune function. Evolutionary trade-offs between naturally and sexually selected traits can have important implications for disease transmission and control and should be considered in the development of reproductive control strategies.

204

ABSTRACT

Gabrielle Names - University of California Davis - US

Consequences of experimentally elevated corticosterone on avian malaria in captive Hawaiian passerines

Gabrielle R. Names, Elizabeth M. Schultz, Jesse S. Krause, Thomas P. Hahn, John C. Wingfield, Molly Heal, Jamie M. Cornelius, Kirk C. Klasing, Kathleen E. Hunt

University of California Davis, Wittenberg University, University of Nevada Reno, Bangor University, Oregon State University, George Mason University

Challenging environments cause vertebrates to increase circulating glucocorticoids, resulting in morphological, physiological, and behavioral changes that promote survival. However, chronically elevated glucocorticoids can also suppress immunity and may increase a host’s susceptibility to disease. Some evidence links chronically elevated corticosterone (the main avian glucocorticoid) to a diminished ability to cope with avian malaria infections, but this relationship has been explored in only a handful of hosts, all of which co-evolved with avian malaria. The objective of our study was to explore relationships between corticosterone and avian malaria infection in the Hawaii Amakihi (Chlorodrepanis virens), a songbird endemic to Hawaii that first came into contact with the disease in the early 1900s. Corticosterone and avian malaria (Plasmodium relictum) parasite load were measured in 40 captive adult male Amakihi, and then corticosterone levels were manipulated using silastic implants for a period of four days. Malaria infections were detected in a subset of birds (N = 8/40). Prior to manipulation, malaria-infected birds had significantly lower corticosterone levels than did uninfected birds (P = 0.040). This was surprising because previous studies on the same study populations detected no relationship between corticosterone level and avian malaria infection in free-living Amakihi. Corticosterone implants resulted in a significant increase in circulating malaria parasites (P = 0.011) among infected birds, suggesting that elevated corticosterone reduces the Amakihi’s ability to cope with avian malaria infection. Understanding how glucocorticoids influence the susceptibility of wild animals to introduced diseases provides new insight into the conservation and management of species threatened by novel pathogens.

205

ABSTRACT

Wee Hao Ng - Cornell University - US

Mechanical vectors amplify or dilute disease transmission depending on the host dose-response relationship

Wee Hao Ng, Christopher R. Myers, Scott H. McArt and Stephen P. Ellner

Cornell University

Indirect mechanical transmission has been implicated in many disease outbreaks. Unlike biological vectors in which pathogens can develop or replicate, mechanical vectors only provide physical transport. By redistributing pathogens, they create more opportunities for hosts to encounter pathogens. On the other hand, this also dilutes the amount of pathogens a host might be exposed to during each encounter and hence the probability of infection. In some disease systems, these conflicting processes make it unclear how the epidemiological dynamics might be affected. We develop a theoretical model for the transmission of bee gut pathogens in plant-pollinator networks, with non-bee floral visitors such as hoverflies as mechanical vectors. We find that mechanical vectors amplify or dilute transmission depending on the dose-response relationship of the host species: amplification occurs when the minimum infective dose is low, whereas dilution occurs when it is high. We also investigate how several parameters such as pathogen survival in the environment and persistence in vectors influence the outcome.

206

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Navideh Noori - Institute for Disease Modeling - US

Impacts of Mass Nutritional Supplementation on Dynamics of Measles: A Simulation Study

Navideh Noori, Laura A. Skrip, Assaf P. Oron, Benjamin M. Althouse, Indi Trehan, and Kevin P.Q. Phelan

Institute for Disease Modeling, Global Health, Bill & Melinda Gates Foundation, Seattle, WA, USA

The bidirectional interaction between undernutrition and infection can be devastating to child health. Nutrient deficiencies in children can affect growth, impair immunity, and increase susceptibility to infection, as well as make children more vulnerable to more severe outcomes of common diseases. Simultaneously, infection compound undernutrition by increasing metabolic demand, reducing food intake, and impairing nutrient absorption. Treatment of acute malnutrition (wasting) can reverse at least some of its deleterious effects and reduce susceptibility to, and transmissibility of, infectious diseases. To understand how mass nutritional supplementation, treatment of wasting, and vaccination affect the dynamics of a common vaccine-preventable infection, we developed a population-level, compartmental model of measles transmission stratified by undernutrition status and age. We simulated a range of scenarios to assess the benefits of targeted therapeutic feeding for children with wasting and a mass supplementation intervention before children are wasted on measles morbidity and mortality. Mass nutritional supplementation was assumed to reduce susceptibility to measles-related death and to increase engagement with the health sector leading to increased proportions of children being vaccinated. Our results showed if all wasted children receive therapeutic feeding, and if this leads to an increase in the measles vaccination uptake, up to 14%, 8%, and 4% reductions in measles mortality, infections, and measles-induced subsequent wasting, respectively, could be observed. In addition to treatment of wasted children, 60% mass supplementation coverage of children aged 6-23 months followed by increase in vaccination coverage of nourished children from baseline 65% to 80%, leads to a ~40-55% reduction in all three outcomes, regardless of the wasting treatment coverage. Our work highlights the need to account for nutrition in infectious disease models to prevent overestimation of impact interventions, as well as the need to collect quantitative information about how undernutrition may be associated with higher susceptibility to infectious diseases.

207

ABSTRACT

Graham Northrup - UC Berkeley - US

Evolution of hyperparasites

Graham R Northrup, Carly Rozins, Steven R Parratt, and Michael Boots

UC Berkeley Center for Computational Biology,

Hyperparasites are parasites whose hosts are themselves parasitic in a subsequent host. This interaction is seen in many different types of systems in nature, most notably the chestnut blight fungus C. parasitica and the chestnut blight fungus virus CHV-1. In this paper we present a flexible, general modeling framework for these tri-species, hyperparasitic interactions, improving on previous modeling work which was commonly for specific systems. We built a model which can be applied to a range of systems with flexible parameterization to account for changes in host transmission, recovery, and virulence which may be caused by a hyperparasitic infection. In this study, we focus on the selection of hyperparasite traits, and the hyperparasite's impact on its host's own natural history parameters. The fraction of hyperinfected intermediate hosts that bring their hyperinfection when transmitting to a new host makes a significant impact on the resulting ecology but also hyperparasite life history traits and their selection. We then compare the theoretical predictions for these relationships to experimental and observational research. These predictions have implications for future hyperparasite research, both as a biocontrol agent and for further understanding of how hyperparasites can shape community ecology and evolutionary processes.

208

ABSTRACT

María Mercedes Odeon - INTA - Argentina

An indirect ELISA validated as diagnostic and vaccines quality control tool for Bovine Parainfluenza Virus Type 3 (BPIV3)

Maria Mercedes Odeon 1,2; Silvina Soledad Maidana 1,3; Carola Maria Ferrecio 1,3; Noelia Magali Grazziotto3; Eddie Pisano 4; Irene Alvarez 3, Lucia Rocha3 ; Gladys Viviana Parreño 1,3 and Sonia Alejandra Romera 1,3,5

1 CONICET, Argentina 2 IFAB (INTA - CONICET) EEA Bariloche, Río Negro, Argentina 3 IVIT (INTA – CONICET), Buenos Aires, Argentina 4 Instituto de Virología, CICV y A - INTA, Buenos Aires, Argentina 4 Laboratorio Regional Bolivar, Dirección Provincial Ganadería MAA, Buenos Aires, Argentina 5 Universidad del Salvador, Buenos Aires, Argentina

Serological assays, including enzyme-linked immunosorbent assays (ELISA), provide a useful tool to screen animals for the presence of antibodies (Abs) against a wide range of infectious agents (including viruses that cause respiratory disease in cattle) and are widely used in veterinary medicine to assist in the control and monitoring of disease. The aim of the present study was develop and validate of two indirect enzyme-linked immunosorbent assay (ELISA) based on semipurified bovine parainfluenza virus type 3 (BPIV3) for the detection and quantification of Abs against PI3 in serum sample from cattle and guinea pigs for both purpose diagnostic and typify/ specify the quality of vaccines. The diagnostic sensitivity and specificity of the assay was 88% and 100% for bovine samples using a threshold of corrected optical density, ODc =0.300, and 91% and 100% for guinea pig samples with a ODc =0.250.The intermediate precision of the assays expressed as the relative coefficient of variation (CV) of the positive control was 20% for bovines and 8.5% for guinea pigs. The reproducibility of both techniques obtained in inter-laboratory assays was CV=17% for bovines and 15% for guinea pigs, which met the requirements of the OIE (CV<30%). The efficacy of biological medicinal products, such as vaccines, relies heavily on optimal quality control testing model to ensure their quality. The validated ELISAs represent important tools for vaccine quality testing and for quantify and controlling BPIV3 infections.

209

ABSTRACT

Kayleigh O'Keeffe - University of Pennsylvania - US

Phylogeographic dynamics of the arthropod vector, the black-legged tick

Kayleigh R. O’Keeffe, Zachary J. Oppler, Richard C. Falco, JoAnne Oliver, Jamie Haight, P Bryon Backenson, Dustin Brisson

Department of Biology, University of Pennsylvania, Philadelphia, PA, USA

The emergence and re-emergence of vector-borne diseases are critically impacted by the migration of their respective arthropod vectors. The blacklegged tick (Ixodes scapularis) is the most important vector of human diseases in the United States. Lyme disease, one of the most- prevalent infectious diseases in North America, is caused by the tick-borne pathogen Borrelia burgdorferi, and the incidence of this and other I. scapularis-associated diseases continues to grow and spread geographically. Recent vector migration has been proposed as the cause of the emergence of these infectious diseases. To explore the evolutionary history and population dynamics of I. scapularis, we systematically collected ticks from across New York State (NY) from 2004 to 2017 and sequenced their mitochondrial genomes. This time-frame corresponds with an increase in range and incidence of tick-borne diseases within NY. We utilized phylogeographic methods to investigate whether statewide emergence of ticks was driven by in situ growth of long-established populations or by recent migration and colonization from established populations. Our results demonstrate that both short- and long- range migration have contributed to tick population dynamics in NY. While previous work at a finer geographic scale within NY showed a close correlation between tick-borne disease incidence and tick population dynamics, our work shows that correlation is not as clear at the broader state-wide spatial scale. The recent emergence of tick-borne diseases in NY cannot be fully explained by tick population dynamics, and probably reflects complex interactions among tick population dynamics, ecological change (such as climate change and land use change), and human behavior.

210

ABSTRACT

Aliz Owolabi - The University of Edinburgh - UK

Time it right - Daily rhythms of both host and parasite affect antimalarial drug efficacy

Aliz TY Owolabi, Sarah E Reece, Petra Schneider

Institute of Evolutionary Biology, The University of Edinburgh

Circadian rhythms contribute to treatment efficacy in several non-communicable diseases. However, chronotherapy (administering drugs at a particular time-of-day) against infectious diseases has been overlooked. Yet, the daily rhythms of both hosts and disease-causing agents can impact the efficacy of drug treatment. We use the rodent malaria parasite Plasmodium chabaudi, to test if the daily rhythms of hosts, parasites, and their interactions, affect sensitivity to the key antimalarial, artemisinin.

Asexual malaria parasites develop rhythmically in the host’s blood, in a manner timed to coordinate with host daily rhythms. Our experiments coupled or decoupled the timing of parasite and host rhythms, and we administered artemisinin at different times of day to coincide with when parasites were either at an early (ring) or later (trophozoite) developmental stage. We quantified the impacts of parasite developmental stage, and alignment of parasite and host rhythms, on drug sensitivity.

We find that rings were less sensitive to artemisinin than trophozoites, and this difference was exacerbated when parasite and host rhythms were misaligned, with little direct contribution of host time-of-day on its own. Furthermore, the blood concentration of haem at the point of treatment correlated positively with artemisinin efficacy but only when parasite and host rhythms were aligned.

Parasite rhythms influence drug sensitivity in vivo. The hitherto unknown modulation by alignment between parasite and host daily rhythms suggests that disrupting the timing of parasite development could be a novel chronotherapeutic approach.

211

ABSTRACT

Daniel Oyanedel Trigo - Interactions Hôtes-Pathogènes- Environnements (IHPE) - France

Killing or Cheating: two strategies to colonize an oyster

Daniel Oyanedel1, Arnaud Lagorce1, Maxime Bruto2, Philippe Haffner1, Marie Agnès Travers1, Benjamin Morga3, Eve Toulza1, Cristian Chaparro1, Léa-Lou Pimparé1, Caroline Montagnani1, Jean-Michel Escoubas1, Yannick Gueguen1, Delphine Toubiez3, Marc Le Roy1, Juliette Pouzadoux1, Océane Romatif1, Guillaume Mitta1, Frédérique Le Roux2,4, Guillaume Charrière1, Delphine Destoumieux-Garzón1

1 Interactions Hôtes-Pathogènes-Environnements (IHPE), Université de Perpignan, Ifremer, Université de Montpellier, CNRS UMR5244, Via Domitia Bâtiment R 52 avenue Paul Alduy 66860 Perpignan, France 2 Integrative Biology of Marine Models, Sorbonne Universités, CNRS UMR8227, Station biologique de Roscoff, CS 90074, F-29688, Roscoff cedex, France 3 Laboratoire de Génétique et Pathologie des mollusques marins, Ifremer, La Trembalde, France 4 Unité Physiologie fonctionnelle des organismes marins-Ifremer, Plouzané, France 5 Interactions Hôtes-Pathogènes-Environnements, Université de Perpignan, Université de Montpellier, Ifremer, CNRS UMR5244, Place Eugène Bataillon, cc80, 34090 Montpellier, France

Since 2008, the worldwide production of Crassostreae gigas oysters has been dramatically affected by the Pacific Oyster Mortality Syndrome (POMS). This polymicrobial disease is caused by a Ostreid herpes virus, OsHV-1 µVar, and opportunistic bacteria, among which members of the Vibrionaceae family are the best characterized. Oyster families susceptible to POMS present an overall lower basal expression of immune related genes and a delayed (inefficient) transcriptomic response to the OsHV-1 µVar infection, compared to resistant families. Viral replication in susceptible oysters leads to the host entering an immune- compromised state, causing a dysbosis that evolves towards bacteremia. Here, we investigated the Vibrio community associated with the disease in the Thau lagoon. We found a strong prevalence of the Harveyi clade in diseased oysters.V. harveyi and V. rotiferianus species were the most prevalent in oyster tissues, whereas V. jasicida and V. owensii were mainly associated with the water column. We confirmed further this association experimentally in a mesocosm experiment: OsHV-1 µVar enabled stable colonization by V. harveyi and V. rotiferianus but not V. jasicida and V. owensii. Colonization by V. harveyi and V. rotiferianus was facilitated by the virus-mediated immune suppression of oysters. V. harveyi carried virulence potential, being cytotoxic for oyster immune cells and produced public goods beneficial to the oyster colonizer V. rotiferianus, which behaves as a cheater in this context. Our data unravel two strategies to colonize an oyster in V. harveyi and V. rotiferianus, one is the active dampening of oyster defenses whereas the other one relies on the use of key metabolites produced by the microbiota.

212

ABSTRACT

Essowe Palanga - IRD - France

Complete genome sequence of a novel marafivirus infecting pearl millet in Burkina Faso

Essowè Palanga1,3, Ezechiel Bionimian Tibiri4,5, Martine Bangratz1,4, Denis Filloux1,2, Charlotte Julian1,2, Agnès Pinel-Galzi1, Moustapha Koala4,5, James Bouma Neya4,5, Christophe Brugidou1,4, Fidèle Tiendrébéogo4,5, Philippe Roumagnac1,2, Eugénie Hébrard1

1PHIM Plant Health Institute, Univ Montpellier, IRD, CIRAD, INRAE, Institut Agro, 34398 Montpellier, France 2CIRAD, UMR PHIM, 34390 Montpellier, France 3Institut Togolais de Recherche Agronomique (ITRA), B.P. 1163 Lomé, Togo 4INERA, LMI Patho-Bios, 01 B.P. 476 Ouagadougou 01, Burkina Faso 5Laboratoire de Virologie et de Biotechnologies Végétales, INERA, 476 Ouagadougou 01, Burkina Faso

Pearl millet (Pennisetum glaucum (L.) R. Br.) is a staple food that is widely cultivated in sub- Saharan Africa. Although about ten viruses have been reported infecting pearl millet so far, the extant epidemiological status of the crop remains poorly documented. The probable intensification of pearl millet production due to climate change could increase the risks of emergence of viral diseases in the next future. In 2018, a survey was conducted in the main production areas of Burkina Faso. Symptomatic leaf samples were collected and analyzed using a Virion-Associated Nucleic Acids metagenomic approach combined with Illumina and Sanger sequencing. An unknown viral sequence was discovered and its full-length genome of 6364 nt without polyA tail was obtained. This novel genome contains a large ORF encoding a polyprotein of 224.2 kDa that consists of five domains (methyltransferase, papain-like protease, helicase, RNA-dependent RNA polymerase and coat proteins), which are typical of the genome organization of members of the Marafivirus genus. Additionally, a classical conserved marafibox domain was detected in the genome. While the nucleotide sequence of the complete genome of this novel virus shares 68.5% identity with Sorghum bicolor marafivirus, its polyprotein and its coat protein share 56.7% and 58.5% identity with Nectarine marafivirus M and Oat blue dwarf virus, respectively. Phylogenetic analyses of the complete nucleotide genome sequences and the coat protein sequences of the novel virus of pearl millet and other viruses of the family Tymoviridae confirmed that the pearl millet virus unambiguously grouped with members of the Marafivirus genus. Based on the criteria demarcating species in the genus Marafivirus that include overall sequence identity less than 80% and coat protein identity less than 90%, we propose that this novel virus of pearl millet represents a distinct viral species in the genus Marafivirus, that we provisionally named Pennisetum glaucum marafivirus (PGMV).

213

ABSTRACT

Cintia Carolina Palavecino - ICIVET Litoral (UNL-CONICET - Argentina

Parasitic infection and health status in the field mouse Akodon azarae

Palavecino, Cintia Carolina 1; Peña, Fiama Evelin 2, 3; Fantozzi, Maria Cecilia1; Cuervo, Pablo Fernando1; Racca, Andrea Laura1; Beldomenico, Pablo Martin1

1Laboratorio de Ecología de Enfermedades, Instituto de Ciencias Veterinarias del Litoral (ICiVet-Litoral), Universidad Nacional del Litoral (UNL) / Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esperanza, Santa Fe, Argentina. 2Red Witral de Investigaciones en conservación y manejo de vida silvestre en sistemas socio-ecológicos. Instituto Argentino de Investigaciones de Zonas Áridas, CONICET 3Grupo de Investigaciones en Ecofisiología de Fauna Silvestre, Instituto de Investigaciones en Biodiversidad y Medioambiente, Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) - Universidad Nacional del Comahue (UNCo)

Host’s health and fitness depend on its ability to limit parasitic load, or to restrict the damage caused by parasites. Wild populations are exposed to a wide variety of stressors (including parasites) that elicit physiological responses needed to maintain good health. We evaluated the relationship between parasite infection, intrinsic host characteristics, and cellular immune response in wild populations of the field rodent, Akodon azarae. A total of 145 individuals were captured in 22 regular trapping sessions (June 2014-September 2016) in 8 fixed grids placed in central Argentina, in savannas of the temperate Neotropical region. We used multiple model inference (linear mixed models) to evaluate possible predictors of blood cell counts. Leukocyte, lymphocyte, neutrophil and eosinophil counts were considered as response variables. Indiapendent variables were individual factors such as sex, age, and body condition; ecological attributes (parasite richness); and parasitological descriptors (parasite intensity). Season and year of capture were included to control for possible confounding. Mice with increased endoparasitic richness showed higher levels of eosinophils, with a tendency to be of lower magnitude in males. This might indicate a course to resist infection as variability of internal parasites increases. Moreover, the lower increase in males is consistent with androgens immunosuppressive effects (immunocompetence handicap hypothesis). However, lymphocyte levels were higher in males, but without an association with parasitic variables. On polygynic mating system it is expected that the benefits of increased mating success in males balance the costs of reduced lifespan due to disease. This might indicate that sex bias in immune response might depend on the component of the immune system being studied, the mating system and the effect of sex hormones. A better understanding of infection dynamics in wild rodent populations is crucial to generate preventive measures for public health, more than ever, given the increasing number of zoonotic diseases.

214

ABSTRACT

Aakash Pandey - Kansas State University - US

Coincidental selection for interference competition contributes to virulence of Stenotrophomonas maltophilia in Caenorhabditis elegans

Aakash Pandey, Tyler Hanson, Thomas G. Platt

Division of Biology, Kansas State University

In free-living pathogens, selection occurring in environmental reservoirs can have important consequences for the evolution of pathogen traits, including those that shape virulence. Stenotrophomonas maltophilia is an emerging opportunistic human pathogen that is found in diverse ecological settings such as rhizosphere, plant tissues, and aquatic reservoirs. Although several functions that contribute to its colonization in host tissues have been identified, the ecological drivers that shape the evolution of these potential virulence factors are not well understood. Previous research found that a type IV secretion system plays a role in both host- pathogen interactions and competition with other bacteria. We experimentally evolved four strains of S. maltophilia that vary in their virulence on the host Caenorhabditis elegans. We found that these strains also vary in the degree to which they use interference mechanisms in competition with Escherichia coli MG1655. Multiple Indiapendent populations initiated with highly virulent strains show reductions in both virulence and their competitive ability. These observations suggest a strong positive correlation between the virulence and competitive ability of the pathogen. Genomic comparison of ancestral and evolved lines show that several reduced virulence populations have mutations in their type IV secretion system operon. Taken together, these results suggest that coincidental selection for interference competition against heterologous bacteria can contribute to the virulence of S. maltophilia.

215

ABSTRACT

David Pascall - University of Glasgow - UK

Phylogeography shows that the environmental drivers of vector-borne virus outbreaks can be scale-dependent

David J Pascall, Maude Jacqout, Kyriaki Nomikou, Mandev Gill, Simon Dellicour, Massimo Palmarini, Roman Biek

Institute of Biodiversity, Animal Health and Comparative Medicine, Boyd Orr Centre for Population and Ecosystem Health, University of Glasgow, UK

1Pathogens emerge into heterogeneous environments but our knowledge about the environmental drivers of outbreaks, and whether the effect of these drivers is consistent, remans limited. Vector-borne diseases generally rely on an arthropod vector to transmit the infectious agent from host to host, and tend to be particularly impacted by environmental variation. Here we use two replicate outbreaks of the same strain of bluetongue virus, a virus of ruminants vectored by Culicoides midges, as a case study to investigate the impact of environmental factors on its spatial spread. Both bluetongue outbreaks in this study occurred in Western Europe, one from 2006 to 2010 and one from 2015 to the present, with the latter outbreak being caused by virus genetically identical to virus present at the height of the first outbreak. In total, 164 full genome sequences were available for phylogeographic analyses,in which we tested for associations between the speed of viral movement and environmental predictors. Despite the high resolution of our data, we find no evidence of meaningful associations with eight environmental drivers tested within either outbreak, contrary to earlier results for bluetongue that found most of these drivers to be important at larger spatial and temporal scales. We also see that the rate of spatial spread differs dramatically between the two outbreaks, likely due to differing governmental policies being implemented in the early stages of each outbreak. Our results suggest that effects of environmental heterogeneity can be scale-dependent and might be overruled by other factors during rapidly unfolding outbreaks, which could limit their utility for outbreak prediction and control.

216

ABSTRACT

Anaïs Pepey - Pasteur Institute of Cambodia - Cambodia

Malaria vector exposure in Cambodia: the importance of deforestation and biotopes

Anaïs Pepey, Marc Souris, Vincent Herbreteau, Ivo Mueller, Serge Morand, Dysoley Lek, Siv Sovannaroth, Amélie Vantaux and Benoit Witkowski

Anaïs Pepey, Amélie Vantaux and Benoit Witkowski: Malaria Molecular Epidemiology Unit, Pasteur Institute in Cambodia - Phnom Penh, Cambodia; Marc Souris: IRD, UMR 190 - Bondy, France; Vincent Herbreteau: UMR ESPACE-DEV (IRD, Univ. Antilles, Univ. Guyane, Univ. Montpellier, Univ. Réunion), at Pasteur Institute in Cambodia - Phnom Penh, Cambodia; Ivo Mueller: Malaria Hosts and Parasites Unit, Pasteur Institute of Paris – Paris, France; Serge Morand: CNRS, University of Montpellier, IRD, UMR ISEM, F-34093 – Montpellier, France; Dysoley Lek and Siv Sovannaroth: National Centre for Parasitology Entomology and Malaria Control (CNM) – Phnom Penh, Cambodia.

Environmental and ecological factors are crucial parameters of malaria dynamics. In South- East Asia, where dominant malaria vectors are forest-associated, many parameters remain poorly understood. Thus, we conducted a transdisciplinary study in a malaria-endemic area of Cambodia to understand its transmission at a fine scale.

With fine-resolution satellite imagery from 1988, 1998, 2008 and 2018, we produced land use classifications and landscape metrics of the study area. We observed that deforestation is increasing, as the wooded areas surface decreased from 91% in 1988 to 47% in 2018 and that fragmentation increases, leading to augmented edge densities between environment types. Deforestation and land use changes greatly affect the abundance and diversity of Anopheles malaria vectors, but the nature of this interaction remains understudied in Cambodia.

We selected 37 sites across all land cover categories, collecting 6690 female Anopheles over a year, of which 12.9±0.8% by daytime and 1.9±0.3% malaria-infected. The Human-baited Double-Net traps identified an exposure gradient across land use categories with no to low exposure in villages (prevalence: 0%, N = 247) and tree plantations (0.3±0.4%, N = 878), to higher exposure in fields (2.3±0.6%, N = 2601) and forest (3.4 ±0.9%, N = 1663). Barrier screens installed between forest patches and villages collected more fed Anopheles leaving (30.8±3.4%, N = 718) than entering (19.5±5%, N = 239) the villages in the rainy season, and no fed Anopheles in the dry season (0%, N = 151). Anopheles larvae presence was associated to warm breeding sites containing vegetation and other genera of mosquitoes, but not to a specific size or type of water body, which complicates the targeting of defined breeding sites for elimination.

Fine entomological and environmental factors drive malaria transmission in Cambodia and should be considered to design effective vector control strategies.

217

ABSTRACT

Stéphane Perrier - Université d'Angers - France

Understanding the compensatory mechanisms in resistant Anopheles gambiae AcerKis and KdrKis neurons is essential to adapt insecticide-based mosquito control

Stéphane Perrier(1), Eléonore Moreau(1), Caroline Deshayes(1), Fabrice Chandre(2) & Bruno Lapied(1)

(1) Laboratoire Signalisation Fonctionnelle des Canaux Ioniques et des Récepteurs (SiFCIR), UPRES EA 2647, USC INRAE 1330, SFR QUASAV 4207, UFR Sciences, Université d’Angers, 2 boulevard Lavoisier, 49045 Angers, cedex, France. (2) MIVEGEC, UMR IRD 224-CNRS 5290- Université de Montpellier, 911 avenue Agropolis, 34394 Montpellier Cedex 05, France.

Malaria is mostly transmitted by Anopheles gambiae mosquitoes. It accounts for a total of about 405,000 deaths and 228 million contamination cases each year (WHO, 2019). Malaria transmission is controlled via the use of insecticide-treated bed nets (ITNs) integrated in insecticide-based mosquito control. However, insecticide resistance arises massively in vector mosquitoes, causing control failure and resurgence of malaria (Ranson and Lissenden, 2016). Previous studies highlighted that these resistance mechanisms are very complex since they induce unexpected compensation mechanism that strengthen mutation-altered physiological functions. Compensatory mechanisms obviously impact the effectivness of Insect Resistance Managment (IRM) and insecticide-based strategies. As silent point mutations are the most common resistance phenomenon, we investigated the compensatory neuronal mechanisms following the development of resistance-associated point mutations in two strains of Anopheles gambiae resistant to two distinct class of insecticides : 1) Acerkis strain, resistant to organophosphates and carbamates (Ace-1R, G119S substitution in acetylcholinesterase 1) and 2) KdrKis strain, resistant to pyrethroids (kdr, L1014F substitution in voltage-gated sodium-channels). We use RT-qPCR, electrophysiological and calcium imaging approaches adapted to isolated Anopheles gambiae neurons (Lavialle-Defaix et al., 2011) to characterize changes in the expression and pharmacological profile of neuronal nicotinic acetylcholine receptors (nAChR) following the mutations G119S in AcerKis strain and L1014F in KdrKis strain compared to the laboratory reference Anopheles gambiae Kis strain. We report that 1) higher nAChR density associated with reduced AChE1 activity is observed in AcerKis strain, and 2) modification of biophysical properties of the voltage-gated sodium current impacts nAChR sensitivity to acetylcholine, the most abundant endogenous excitatory neurotransmitter. These physiological modifications act as compensatory mechanism in the cholinergic system upon resistance-associated mutation appearance. They need to be taken into account to adapt vector control strategies.

218

ABSTRACT

Madeline Peters - University of Toronto - Canada

Consequences of frequency-dependent selection for estimating selection strength on a disease resistance allele

Madeline Peters, Nicole Mideo

University of Toronto

Malaria has long been recognized as a powerful selective force, and the myriad genetic resistance mechanisms found among humans is clear evidence of its evolutionary impact. The Duffy null allele, whose frequency is at near fixation in Sub Saharan Africa, is one such resistance mechanism: individuals homozygous for this allele have almost complete protection against Plasmodium vivax infection with little to no associated cost. Because P. vivax circulates at extremely low frequency in Sub Saharan Africa, it is hypothesized that an increase in the frequency of the Duffy null allele over evolutionary time precluded P. vivax transmission. Previous work concludes strong selection favoured the Duffy null allele, but this counters our expectation, as P. vivax is considered relatively “benign” compared to another human malaria parasite, Plasmodium falciparum. This previous work estimated selection assuming constant selection strength over time. When genetic resistance limits or prevents transmission, we should expect a negative relationship between the frequency of genetic resistance and transmission intensity, and thus selection strength. To quantify the potential to incorrectly estimate selection when mis-specifying the shape of frequency-dependence between selection strength and allele frequency, I am simulating the evolutionary history of the Duffy null allele and the resulting population genetic signatures of selection. I then estimate selection using an increasingly common approach, Approximate Bayesian Computation, and compare selection estimates to their true selection coefficients, which I specify when simulating. I can thus infer how assumptions about the constancy of selection may bias selection estimates.

219

ABSTRACT

Jennifer Peterson - Portland State University - US

Here vs. there: An exploration of vector-borne disease related knowledge and behavior in the context of local vs. national endemicity

Roberta Hutton(1,4), Omar Triana(2), Jennifer K. Peterson(3,4)

(1)Hackensack Meridian School of Medicine, Nutley, NJ, USA; (2) Universidad de Antioquia, Medellín, Colombia (3)University Honors College, Portland State University, Portland, OR USA; (4) data collection carried out when affiliated with the Dept. of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ USA

Vector-borne disease management strategies often rely on individual knowledge and behavior. Prevention of domestic dengue virus transmission involves elimination of standing water from the home, while disease prevalence estimates require medical diagnoses, which occur through healthcare seeking behavior. Thus, public health campaigns disseminate basic vector information as well as early disease symptoms to watch out for. Here, we compared individual knowledge and behavior related to two vector-borne diseases, dengue virus infection (DVI) and Chagas disease (CD), in Medellin, Colombia.

In Medellin, DVI is transmitted locally, while CD is transmitted widely throughout the country, and even in the same state, but not within the city limits. To understand the reach of public health information on each disease and identify any associated sociodemographic factors, we interviewed 766 participants in public parks and commercial centers throughout Medellin. Questions fell under three themes: disease familiarity, ability to recognize the vector, and healthcare seeking behavior when presenting acute symptoms of either disease.

We found that 97% (742/766) of participants had heard of DVI, while 16% (124/766) had heard of CD. Despite their familiarity with DVI, only 40% of respondents correctly recognized its vector, Aedes aegypti. Far fewer (2%) could recognize the Chagas vector. There was little difference between CD and DVI in healthcare seeking behavior; 91% and 94% reported that they would seek treatment, respectively. Older participants were more likely to have heard of Chagas while younger people were more likely to have heard of dengue.

Our findings suggest that vector-borne disease awareness in Medellin has a strong ‘here vs there’ component, even though ‘there’ is just a few miles away. Vector recognition is an area for strengthening, even for locally transmitted diseases. Healthcare seeking behavior seems to be Indiapendent of disease awareness, and is an area meriting further study in this population.

220

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Rémi Pichon - University of Perpignan - France

Innate immune memory process in Biomphalaria glabrata snails: a comparative multi-omic approach to decipher the function and role-played by the hemocyte immune cells against S.mansoni infections.

Rémi Pichon1, Silvain Pinaud1, Maud Laffitte1, Cristian Chaparro1, Emmanuel Vignal1, Guillaume Charrière1, David Duval1, Richard Galinier1, Benjamin Gourbal1

1 Hosts Pathogens Environments Interactions, UMR 5244, CNRS, IFREMER, UM, University of Perpignan Via Domitia, F-66860 Perpignan, France.

The innate immune system of B. glabrata showed memory capacities especially when confronted to S. mansoni, the agent of human intestinal schistosomiasis. This innate immune memory (IIM) process is still an extremely complex black box in which the hemocytes, the innate immune cells of B. glabrata seem to play a fundamental role. Unfortunately, hemocytes are still poorly defined, three populations have been described based on their morphological characteristics: the hyalinocytes, the granulocytes, and the blast like cells. Herein, we propose to evaluate the complex processes played by hemocyte populations in IIM. Thus, we used Single-Cell RNA sequencing technology to analyse the hemocyte transcriptional response following S. mansoni experimental infestation and re-infestation. This approach permitted to discriminate transcriptional infra-populations and trajectories of differentiation. Therefore, we are able to define specific genes related to each hemocyte population and conduct functional enrichment analysis to define hemocyte population sub- functionalization and molecular processes supporting IIM. Finally, using such specific molecular markers, it would be possible to associate transcriptional populations and morphological populations and defined more accurately which and how hemocyte populations could recorded, stored and activated an efficient IIM response in B. glabrata snails.

221

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Shai Pilosof - Ben Gurion University - Israel

The interplay between vaccination and social distancing strategies affects COVID19 population-level outcomes

Sharon Guerstein, Victoria Romeo-Aznar, Ma'ayan Dekel, Oren Miron, Nadav Davidovitch, Rami Puzis, Shai Pilosof

Ben Gurion University

A fundamental question in epidemiology is how to combine different interventions synergistically to mitigate disease burden. In the case of COVID19, social distancing is an effective population-level mitigation strategy to prevent propagation but it does not reduce the number of susceptible individuals and bears severe social consequences---a dire situation that can be overcome with the recently developed vaccines. Although a combination of these interventions should provide greater benefits than their isolated deployment, a mechanistic understanding of the interplay between them is missing. To tackle this challenge we developed an age-structured deterministic model in which vaccines are deployed during the pandemic to individuals who, in the eye of public health, are susceptible (do not show symptoms). The model allows for flexible and dynamic prioritization strategies with shifts between target groups. We find a strong interaction between social distancing and vaccination in their effect on the proportion of hospitalizations. In particular, prioritizing vaccines to elderly (60+) before adults (20-59) is more effective when social distancing is applied to adults or uniformly. In addition, the temporal reproductive number R_t is only affected by vaccines when deployed at sufficiently high rates and in tandem with social distancing. Finally, the same reduction in hospitalization can be achieved via different combination of strategies, giving decision makers flexibility in choosing public health policies. Our study provides insights into the factors that affect vaccination success and provides methodology to test different intervention strategies in a way that will align with ethical guidelines. More broadly, it sheds new light on how to combine interventions to mitigate emerging infectious diseases.

222

ABSTRACT

Léa Pradier - Centre d'Ecologie Fonctionnelle et Evolutive, CNRS - University of Montpellier - France

What drives the spread of antibiotic resistance? The distribution of genes encoding aminoglycoside-modifying enzymes across the phylogeny of Eubacteria

Léa Pradier, Stéphanie Bedhomme

Centre d'Ecologie Fonctionnelle et Evolutive, CNRS - University of Montpellier

Since the 1980s, antibiotics consumption and its abuses have been pointed out as the major cause of antibiotic resistance (AR) by selecting resistance mechanisms. However, AR can persist even after antibiotic consumption has decreased, therefore antibiotic consumption is not the only factor maintaining bacterial communities AR. Recent research highlighted that the emergence, retention, and propagation of AR correlates with the intensification of human activities, with socioeconomic and behavioral factors. But these studies were mostly based on isolated cases of medical outbreaks and overlooked ecological contexts. In this study, we describe the genomic, geographical and ecological distribution of a family of AR genes and, based on these data, we quantify the relative contributions of several key factors that drive the spread of AR. Through a computational approach, >160,000 publicly available Eubacteria genomes were screened to obtain the distribution of genes encoding aminoglycoside-modifying enzymes (AMEGs). AMEGs are found in >2000 species dispersed over 23 phyla, and sampled in every human-inhabited continent and in every studied biome. Man-made antibiotics consumption actually only has a low, non significant effect on AMEGs prevalence. AMEGs prevalence is much more driven by trade and human migrations, and thus Indiapendent of geography. The spread of AMEGs might therefore rather depend on their mobility than on anthropogenic antibiotics. Moreover, the distribution of AMEGs is highly shaped by ecology and ca. 50% of them are associated with mobile genetic elements. We thus extend these analyses by studying the transmission of AMEGs by horizontal gene transfer. We use an implicit phylogenetic method to detect unrelated species sharing related AMEGs. Then, through network reconstruction and analysis, we reconstruct the chain of transmission events and investigate which species and environments (among other factors) can maximize the risk of horizontal transmission.

223

ABSTRACT

Katherine Prager - UCLA - US

Leptospira in California sea lions (Zalophus californianus): climate-associated fadeout and re-emergence of an endemic pathogen in a wildlife host

Katherine Prager (a), Benny Borremans (a), Riley Mummah (a), Ana C. R. Gomez (a), Sarah K. Helman (a), Renee L. Galloway (b), David P. Alt (c), Richard Hornsby (c), Qingzhong Wu (d), Sharon Melin (e), Anthony J. Orr (e), Jeffery Harris (e), Julia Burco (f), Mike Brown (f), Jeff Laake (e), Frances M. D. Gullandg, (h*), Denise J. Greigg, (i*), James O. Lloyd-Smith(a)

a Department of Ecology and Evolutionary Biology, University of California, Los Angeles, California, USA; b Centers for Disease Control and Prevention, Atlanta, Georgia, USA; c Infectious Bacterial Diseases Research Unit, National Animal Disease Center, Ames, Iowa, USA; d Hollings Marine Laboratory, National Ocean Service, Charleston, South Carolina, USA; e Marine Mammal Laboratory, Alaska Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, WA USA; f Oregon Department of Fish and Wildlife, Wldlife Health and Population Lab, Corvallis, OR USA; g The Marine Mammal Center, Sausalito, California, USA; h Karen Dryer Wildlife Health Center, University of California Davis, California, USA; i California Academy of Sciences, San Francisco, California; * Current address

Leptospira interrogans serovar Pomona has been circulating endemically in the California sea lion (Zalophus californianus) population since at least the mid-1980s, causing yearly, seasonal outbreaks of varying magnitude. Using serologic, molecular, demographic and ecological data and samples collected between 2010-19 we show that L. interrogans serovar Pomona disappeared from the California sea lion population in 2013 and re-emerged in 2017. We provide multiple lines of evidence that perturbations in both host demography and seasonal movement patterns – driven by oceanographic anomalies – caused pathogen fadeout in the system and facilitated re-emergence. This is the first recorded example of spontaneous fadeout of an endemically circulating pathogen from a large, robust, host population. In a future where greater fluctuations in global climatic variables are predicted, and the impacts of zoonoses on wildlife and human populations are increasingly of concern, our study provides novel insights into how climatic and intrinsic host factors may interact to influence pathogen transmission and persistence in a natural system.

224

ABSTRACT

Katariina Puolakka - University of Jyväskylä - Finland

Trypanosomatid Infections and their Effects on Drosophila lummei fruit fly

Katariina Puolakka, David Hopkins, Venera Tyukmaeva, Maaria Kankare

University of Jyväskylä

Trypanosomatids are an extremely diverse group of single cell eukaryotic parasites infecting humans, animals and plants. They are known to affect hosts’ fitness traits and foraging and feeding behavior. However, less is known about effects of infection on host's ability to respond to abiotic factors, such as cold stress. Temperature is perhaps the most important abiotic factor governing organisms distributions, fitness and survival and particularly low temperatures appear challenging for insect physiology in temperate, polar and montane habitats. The aim of this study was to investigate the effect of trypanosomatid infection on cold tolerance, survival and locomotor activity of the flies from highly cold tolerant D. virilis group species, Drosophila lummei. The flies were tested for their cold tolerance response and the prevalence of the infection was measured as the amount of trypanosomatid specific gene (ATP binding) in relation to host fly specific gene (Tub2) using qPCR. Additional tests included locomotor activity and survival tests of the infected and uninfected flies. Our qPCR results suggested that females are less prone to infection than males (i.e. they have lower parasite concentration), and overall infection rate was lower in cold acclimated compared to non-acclimated flies. Finally, results from the locomotor activity tests indicated a slight difference in total activity between infected and non-infected flies and survival test (21 days) suggested infected flies to have a shorter life span than non-infected flies. Consequently, as trypanosomatids are common parasites in insects, studies on the effects on their hosts could reveal new interesting aspects on insect immune system.

225

ABSTRACT

Amruta Rajarajan - Swiss Federal Institute of Aquatic Science and Technology (Eawag) - Switzerland

Host-associated bacterial communities in Daphnia galeata during a natural epidemic of a gut parasite

Amruta Rajarajan (1), Jean-Claude Walser (2), Minea Maeder (1, 3), Justyna Wolinska (4, 5), Piet Spaak (1)

(1) - Swiss Federal Institute of Aquatic Science and Technology, (2) - Genetic Diversity Center, ETH Zurich, (3) - University of Zurich, (4) - Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), (5) - Institut für Biologie, Freie Universität Berlin (FU)

Host-associated bacterial communities play an integral role in defense against natural enemies, such as parasites. Yet there are few studies investigating tripartite interaction between a host, parasite and bacterial communities, particularly in the field. Here we take advantage of the host-parasite system: the water flea Daphnia galeata and its highly virulent, eukaryotic gut parasite Caullerya mesnili to investigate the role of the host associated bacterial community in the eutrophic lake Greifensee. The infection prevalence of Caullerya mesnili in Greifensee has been monitored for ~20 years, and is known to peak seasonally in the fall, with a prevalence reaching up to 32%. In the present study, we compared the gut and body bacterial communities of Caullerya-infected and uninfected Daphnia collected from Greifensee during a natural epidemic in 2020 (2 infection levels x 7 replicates), representing 140 each of infected and uninfected individuals. We found that the alpha diversity of the bacterial community was significantly lower in Caullerya-infected compared to uninfected Daphnia, in the gut but not in the body. Similarly, the bacterial communities varied significantly in beta diversity between infected and uninfected Daphnia guts, but not Daphnia bodies. Caullerya-infected Daphnia guts had a significantly higher relative abundance of three taxa, belonging to the families Flavobacteriaceae, Phycisphaeraceae and Comamonadaceae respectively while Caullerya-uninfected Daphnia guts showed a significantly higher relative abundance of a Corynebacterium taxon. Overall, we show that infection with a eukaryotic gut parasite correlates with a bacterial community of lower diversity and differentially abundant host-associated bacterial taxa. This opens the possibilities for further investigation into the role of host-associated bacterial communities in natural epidemics.

226

ABSTRACT

Tanjona Ramiadantsoa - University of Fianarantsoa - Madagascar

Predicting the spatial patterns of COVID-19 in Madagascar: the utility of existing data sources on human mobility in LMIC-A

Tanjona Ramiadantsoa, C. Jessica E. Metcalf , Benjamin L. Rice, Amy Wesolowski, Santatra Randrianarisoa, and Fidisoa Rasambainarivo

Department of Life Science, University of Fianarantsoa, Madagascar

Human travel underlies the spatial patterns of many infections. For emerging epidemics, quantifying travel is a key component of developing accurate predictive models of disease spread to inform public health planning. Data on human travel patterns are invaluable to parameterizing spatial models of disease dynamics to be able to accurately predict where and when a pathogen may emerge. However, in many LMICs, traditional data sets on travel are often lacking. Here, we leverage available and accessible dataset and compare the rank order of the timing of when cases were reported with a SARS-CoV-2 metapopulation model of Madagascar informed using various models and measures of connectivity including a gravity model, internal migration flow data, mobile phone data, and estimates of travel times. These data and approaches cover a wide range of commonly available data sets and models used to inform spatial transmission dynamics. All models better predict the order in which locations reported their fifth case as compared to the first case. Overall, the models based on gravity and mobile phone connectivity patterns best predicted the observed spread of SARS-CoV-2 in Madagascar. Yet, all models always failed to identify at least one of the ten regions with the earliest observed cases irrespective of their rank order. This suggests that there may be additional features of mobility or connectivity that were consistently underestimated using all approaches but are epidemiologically relevant. Given likely accuracy issues with both measures of travel and reported SARS-CoV-2 case counts in settings like Madagascar, this work underscores the difficulties and idiosyncrasies of understanding spatial spread of pandemic in LMICs but also identifies ways to improve predictions.

227

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Fidisoa Rasambainarivo - Princeton University - Madagascar

Evaluating vaccine allocation studies in LMIC settings: prioritizing COVID-19 vaccination efforts in Madagascar

Fidisoa Rasambainarivo, Tanjona Ramiadantsoa, Antso Raherinandrasana, Santatra Randrianarisoa, Benjamin Rice, Amy Wesolowski and C. Jessica Metcalf.

Department of Ecology and Evolutionary Biology, Princeton University. Department of Life Science, University of Fianarantsoa, Madagascar. Department of Mathematics, University of Fianarantsoa, Madagascar Department of Integrative Biology, University of Wisconsin- Madison, WI, USA Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA Princeton School of Public and International Affairs, Princeton University, NJ, USA. Madagascar Health and Environmental Research (MAHERY), Maroantsetra, Madagascar Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA Mahaliana Labs SARL, Antananarivo, Madagascar

The COVID-19 pandemic created an unprecedented global health crisis. Initial mitigation strategies focused on the deployment of non-pharmaceutical interventions to slow the spread of the epidemic. By late 2020, the development of several highly effective vaccines expanded the options for control and public health. While mass COVID-19 vaccination programs are underway in high-income countries, limited availability of doses has resulted in few vaccines administered in low and middle income countries (LMICs). The COVID-19 Vaccines Global Access (COVAX) is a WHO-led initiative to promote vaccine access equity to LMICs and is providing many of the doses available in these settings. However, initial doses will be limited and countries, such as Madagascar, will need to develop prioritization schemes to maximize the benefits of vaccination with very limited supplies. There are many possible strategies for dose deployment including prioritizing health care workers, older individuals and those who are more vulnerable. However, in different settings the trade offs between these options may vary. Further, promoting vaccine access to more rural areas may pose additional logistical challenges, but include substantial proportions of the population. To address these questions, we developed a mathematical model of SARS-CoV-2 transmission dynamics and simulated various vaccination allocation strategies based on a number of possible prioritization schemes. Using deaths due to COVID-19 as the main outcome of interest, our results indicate that distributing the number of vaccine doses according to the number of elderly living in the region or according to the population size results in a greater reduction of mortality compared to distributing limited doses based on the reported number of cases and deaths. At a subnational scale, our results support the strategy adopted by the COVAX initiative at a global scale.

228

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Liantsoa Rasoanarivo - University of Antananarivo - Madagascar

Investigating the presence of picornavirus, herpesvirus and Mycoplasma spp. in endangered tortoises of Madagascar

Liantsoa Rasoanarivo

PhD Student

Background: Endemic to Madagascar, the ploughshare tortoise (Astrochelys yniphora) and the flat-tailed tortoise (Pyxis planicauda) are at extreme risk of extinction due to habitat loss, fire, and illegal export for the pet trade. To preserve these species, captive breeding centers have been founded in Madagascar alongside monitoring of wild populations.

Objectives: Our research aims to (i) study the prevalence of three pathogens: picornavirus, herpesvirus and Mycoplasma spp. in A. yniphora and P. planicauda in captivity and in wild P. planicauda; (ii) determine disease risk to tortoises in the wild and in two captive breeding centers in Madagascar, and (iii) characterize known pathogens and identify novel pathogens using DNA sequencing approaches. This is the first study of these three pathogens in these two endangered tortoises; we report preliminary results here.

Methodology: Oral swabs, cloacal swabs, and nasal flushes from live tortoises and tissues (tongue, spleen, liver and kidney) from dead tortoises will be screened for pathogen presence by molecular methods (n = 500).

Results: 146 samples have been analyzed so far. We observed one positive result for herpesvirus and Mycoplasma in P. planicauda from the wild and one unconfirmed positive result for picornavirus in addition. No positive samples were observed among the captive tortoises sampled to date. Analysis of the remaIndiar of samples is ongoing, as is genome sequencing of the positive samples.

Conclusion: While herpesvirus and Mycoplasma spp. were observed in the wild, our preliminary results showed no presence of these three pathogens in captive tortoises yet. Captive tortoises are a source of rewilding; therefore, we have to ensure the health of these tortoises in captivity before releasing them into the wild. Our final result will be a crucial tool for stakeholders to make decision regarding conservation actions for the two species studied.

229

ABSTRACT

Radhika Ravikumar - Cornell University - US

Exploring the role of thoracic injury in infection response and outcomes in Drosophila melanogaster

Radhika Ravikumar , Brian P. Lazzaro

Department of Entomology, Cornell University Cornell Institute of Host-Microbe Interactions and Disease (CIHMID)

Thoracic infections and abdominal infections have been reported to result in very different outcomes in D. melanogaster. Fliesinfected in the thorax succumb to infections in greater proportion than those infected in the abdomen. An aseptic injury to the thorax in combination with injection of bacteria into the abdomen is sufficient to cause mortality equivalent to a thoracic infection, although a sterile thoracic injury alone causes no mortality. This indicates that death is due to the combination of circulating bacteria and injury to the thorax. Several muscle genes such as Actin88F, Tropomyocin2, held up are upregulated in flies that sustain injuries specifically to the thorax. Down-regulation of Hep, which encodes JNK kinase, prevents upregulation of the muscle genes after thoracic injury. We hypothesize that the JNK pathway is activated when thoracic muscle is damaged, but not during abdominal injury, and that JNK activation contributes to host mortality. We are testing this hypothesis by measuring expression of genes such as puc, a negative regulator of JNK signaling and Kenny, a subunit of the AP1 transcription factor of the JNK pathway, and by determining whether genetic manipulation of the JNK pathway improves or worsens outcomes of thoracic infections.

230

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Emlyn Resetarits - University of Georgia - US

The behavioral effects of trematode infection on snail hosts

Emlyn Resetarits, Will Ellis, Carter Watson

CEID/Odum School

Parasites can have varied impacts on their hosts. In a series of studies on multiple freshwater trematode-snails systems, we investigated how trematode infection influenced the behavior of snail hosts. One result we found was that infected snails consumed significantly more than uninfected snails. Because these freshwater snails play important roles as detritivores and algivores, understanding how infection influences their consumption has implications for the entire freshwater ecosystem.

231

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Gabriel Ribeiro dos Santos - University of Cambridge - UK

Estimating the impact of the Wolbachia release program on dengue and chikungunya incidence in Rio de Janeiro, Brazil

Gabriel Ribeiro dos Santos1,2, Betina Durovni3,4, Valeria Saraceni5, Thais Irene Souza Riback4, Sofia B. Pinto4, Katherine L. Anders6, Luciano Moreira4,7 *, Henrik Salje1,2 *

1. Pathogen Dynamics Group, Department of Genetics, University of Cambridge, Cambridge, UK 2. Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France 3. Centre for Strategic Studies, Fiocruz, Rio de Janeiro, Brazil 4. World Mosquito Program, Fiocruz, Rio de Janeiro, Brazil 5. City Health Secretariat, Rio de Janeiro, Brazil 6. World Mosquito Program, Institute of Vector Borne Disease, Monash University, Melbourne, VIC, Australia 7. Instituto Rene Rachou, Fiocruz, Belo Horizonte, Brazil *These authors jointly supervised the work

The release of Wolbachia (wMel strain) infected mosquitoes has the potential to reduce the burden from arboviruses however, the impact on disease incidence requires further investigation. A large wMel program was implemented in 2017 in Rio de Janeiro, Brazil releasing 67 million mosquitoes across 28,489 release sites.

Following releases, mosquitoes were trapped and the presence of wMel recorded. To assess the impact of the release program on dengue and chikungunya incidence, we used spatiotemporally explicit models applied to geocoded dengue (N=194,330) and chikungunya cases (N=58,364) from 2014 (2016 for chikungunya) to 2019 from across the city.

We find, on average, 32% of local mosquitoes became infected with wMel (range: 20%-52% across release zones) and that the observed local proportion of mosquitoes that were wMel- infected had a strong effect on the number of cases in that location. On average, places where wMel mosquitoes were released had 0.66 (95%Ci: 0.62-0.69) as many dengue cases and 0.67 (95%Ci: 0.64-0.70) as many chikungunya cases in comparison with places without any wMel releases. Locations within the release zone where 0.1-10% of the mosquitoes had wMel had 0.71 (95% CI: 0.63-0.79) as many cases of dengue and 0.85 (95% CI: 0.79-0.91) as many cases of chikungunya as would be expected if there were no wMel in that area. This fell to 0.61 (95% CI: 0.51-0.74) for areas with 30-40% wMel penetration for dengue and 0.57 (95% CI: 0.50-0.64) for chikungunya.

Stable establishment of wMel in this diverse, urban setting appears more complicated than has been observed elsewhere. However, the variability of wMel penetration across the project area allowed for a finer understanding of the relation between wMel levels and reduction in incidence. For both pathogens, the reduction in incidence was greatest in areas with highest wMel penetration but remained significant at low levels.

232

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Benjamin Rice - Princeton University - US

Why so few and so many? Notes on drivers of endemic pathogen diversity using coronaviruses as an example

Benjamin L. Rice, C. Jessica E. Metcalf

Department of Ecology and Evolutionary Biology

Novel pathogen emergences have been observed frequently in recent decades. An obvious example, pathogenic coronaviruses have emerged three times since 2002 (SARS-CoV-1 2002, MERS 2012, and SARS-CoV-2 2019). Following emergence, rapid evolution has been observed, both in terms of the appearance of new variants after emergence and immune escape for established endemic species. Given this evidence of frequent spillover, rapid evolution, and the millennia of human history over which viral diversity could have accumulated, one would expect the human pathogen pool to contain a diverse abundance. Yet, for many pathogen groups, only a small number of endemic species establish and persist, often with limited genetic diversity within species. What could explain this apparent mismatch between the high pace of emergence and the low diversity of endemic coronaviruses? The coronaviruses provide a timely example, but this pattern is seen for an array of pathogen groups. Here, we evaluate the multiple factors that may act to govern the diversity of a host’s endemic pathogen pool, using coronaviruses as an example and noting in particular how the landscape of immunity resulting from multi-pathogen dynamics might influence the prospects for pathogen emergence and persistence.

233

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Robert Richards - Deptartment of Biological Sciences, Louisiana State University, Louisiana - US

Parasite Traits and the Macroecology of Predator-Prey-Parasite Interactions

Robert L. Richards (1,2,3), John M. Drake (2,3), Vanessa O. Ezenwa (2,3,4)

(1) Department of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, USA; (2) Odum School of Ecology, University of Georgia, Athens, Georgia, USA; (3) Center for the Ecology of Infectious Diseases, University of Georgia, Athens, Georgia, USA; (4) Department of Infectious Diseases, University of Georgia, Athens, Georgia, USA

Predators are predicted to impact parasitism in their prey but the strength and direction of this effect varies across studies. While much attention has been given to the effect of variation in the predator-prey interaction on predator effects on parasites in prey, heterogeneity in parasite traits might be important, too. For example, parasites transmitted by close contact may be more susceptible to predator-induced behavioral changes in prey than those transmitted by vectors. Here we combine a global database of parasitism rates in ungulates with Indiapendently sourced measures of local predation pressure to quantify the role of parasite traits in driving the effect of predation pressure on population-level parasite prevalence and species-level parasite richness in hosts. In particular, we ask whether the effect of predation pressure on parasite prevalence varies across: (i) parasite taxonomic identity, (ii) parasite transmission mode, and (iii) whether the parasite is shared between carnivores (predators) and ungulates (prey). We also ask whether there is an effect of predation pressure on parasite richness and whether this pattern varies according to parasite sharing. We found that parasite taxon, transmission mode, and sharing all influenced the effect of predation pressure on parasite prevalence in prey. In particular, viruses and helminths were most responsive to predation pressure, parasites with intermediate hosts significantly differed in their response to predation from those without intermediate hosts, and the patterns of these interactions differed between shared and unshared parasites. However, we found no evidence for effects of predation on parasite richness in prey populations. These findings support the hypothesis that variation in parasite traits is important to the outcome of predator-prey-parasite interactions.

234

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Elise Richardson - University of Florida - US

The Effects of Habitat Type and Pathogen Infection on Tick Host Seeking Behavior

Elise A. Richardson, Caitlin E. Taylor, Brittney Jabot, Estelle Martin, Carl N. Keiser

University of Florida

Tick borne pathogens pose a significant risk to public health, wildlife health, and livestock health. The lone star tick, Amblyomma americanum, is an aggressive tick that transmits a wide array of pathogens. This tick currently inhabits the southeastern Unites States, but its geographic range is predicted to expand as climatic change makes a variety of habitats more hospitable for the lone star tick. With this in mind, we set out to assess the relationship between habitat type, pathogen infection, and host seeking behavior (questing). Ticks were collected using a tick drag through two different habitat types: xeric hammock and successional hardwood forest in the Ordway-Swisher Biological Station. Standardized 10min behavioral assays were conducted with each tick to assess the average heights quested and total time spent questing. Finally, each tick was sequenced for Rickettsia amblyommatis by extracting DNA, PCR with Rickettsia-specific primers, and sequencing using Genewiz. R. amblyommatis is a member of the Rickettsia spotted fever group and can be highly prevalent in some lone star tick populations. We have found about 28.6% (infection prevalence of 0.295) of the ticks collected to be infected with R. amblyommatis. Specifically, the infection prevalence of R. amblyommatis in each habitat type was as follows, 28% of ticks collected in successional hardwood forest and 32% in xeric hammock habitats. Ticks infected with R. amblyommatis appeared to spend less time engaging in questing behavior than uninfected ticks. Additionally, we found that ticks collected from xeric hammock habitats spent over twice as long questing compared to ticks from successional hardwood forests. These results show that habitat type and infection status can influence the total time a tick can spend engaging in questing behaviors, which can play a pivotal role in transmission rates and disease dynamics.

235

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Katherine Roberts - University of Exeter - UK

Viral susceptibility across host species is largely Indiapendent of dietary protein to carbohydrate ratios

Katherine E Roberts & Ben Longdon

University of Exeter

The likelihood of a successful host shift of a parasite to a novel host species can be influenced by environmental factors that can act on both the host and parasite. Changes in nutritional resource availability have been shown to alter pathogen susceptibility and the outcome of infection in a range of systems. Here, we examined how dietary protein to carbohydrate altered susceptibility in a large cross-infection experiment. We infected 27 species of Drosophilidae with an RNA virus on three food types of differing protein to carbohydrate ratios. We then measured how viral load and mortality across species was affected by changes in diet. We found that changes in the protein:carbohydrate in the diet did not alter the outcomes of infection, with strong positive inter-species correlations in both viral load and mortality across diets, suggesting no species-by-diet interaction. Mortality and viral load were strongly positively correlated, and this association was consistent across diets. This suggests changes in diet may give consistent outcomes across host species, and may not be universally important in determining host susceptibility to pathogens.

236

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Stacie Robinson - National Oceanographic and Atmospheric Administration, Hawaiian Monk Seal Research Program - US

Evaluating the risk landscape for Toxoplasma gondii exposure to Hawaiian monk seals

Stacie Robinson - NOAA Hawaiian Monk Seal Research Program, Kim Falinski - University of Hawaii Water Resources Research Center, Elizabeth VanWormer – University of Nebraska- Lincoln, Karen Shapiro – University of California Davis, Bert Harting – Harting Biological, Michelle Barbieri - NOAA Hawaiian Monk Seal Research Program

National Oceanographic and Atmospheric Administration, Hawaiian Monk Seal Research Program

1Toxoplasmosis is a top threat to Hawaiian monk seals (Neomonachus schauinslandi) in the main Hawaiian Islands where seal habitat overlaps with substantial human and domestic cat populations. As the only hosts in which the parasite Toxoplasma gondii can complete its life cycle, cats are the sole sources contaminating the environment with infectious oocysts which can be transported into the marine environment, threatening marine mammals. To understand environmental factors influencing Hawaiian monk seal exposure to T. gondii, we examined monk seal strandings from toxoplasmosis in relationship to rainfall patterns, hydrology, and cat distribution on the island of Oahu. First, using a case-control study design, we compared mortalities due to toxoplasmosis (cases) to those from other causes (controls). We found that cases were up to 35 times more likely than controls to occur after heavy runoff events. The greatest odds ratio was observed when rainfall occurred three weeks prior to stranding, potentially indicating important timelines in the disease process. Next, we estimated the distribution of outdoor cats based on previously published surveys and documented stray cat colonies. Using a hydrological model, we mapped the expected distribution and relative magnitude of oocyst runoff for Oahu’s watersheds. The model predicted that household-associated cats were greater in number and contributed an order of magnitude more oocysts to runoff than feral cats away from human settlement. There was only weak correlation between estimated cat density and locations where monk seals stranded due to fatal toxoplasmosis, with several cases occurring adjacent to watersheds with lower predicted oocyst runoff. Together these results suggest that even in areas with moderate to low densities of outdoor cats, frequent rainfall delivers sufficient numbers of oocysts to infect Hawaiian monk seals. With infectious doses as low as a single oocyst, any contaminated runoff constitutes a serious risk to Hawaii’s endangered monk seal.

237

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Zulma Rojas-Sereno - Universidad Andrés Bello - Chili

Drivers of bovine rabies outbreaks spatial distribution at regional scale

Zulma Rojas-Sereno1; Daniel Streicker2; Julio Benavides1.

1. Centro de Investigación para la Sustentabilidad, Universidad Andrés Bello, Chile, 2. Institute of biodiversity, animal health & comparative medicine, University of Glasgow, UK.

Vampire bat rabies (VBR) can spread in spatial waves over local and regional scales across Latin America. However, the spatial dynamics across countries with well-defined geographic barriers (e.g., Andes) remains poorly understood. To better predict future outbreaks and built efficient vaccination campaigns in cattle, it is crucial to identify where and when VBR spatial expansions are occurring, and identify environmental factors associated with these expansions. We conducted a spatio-temporal analysis of 2238 public reports of VBR in Colombian livestock from 2000 to 2019 in five biomes of Colombia including Andean Mountains, Caribbean and Pacific coasts and the Amazonian region. Our analysis showed that the number of municipalities reporting VBR in livestock increased in all biomes since 2000, particularly in the Caribbean region. Only the Pacific region showed no new municipalities reporting after 2015. Temperature, precipitation, and distance to the first outbreak were positively correlated with time of disease onset (e.g. time to the first case since 2000) in a given municipality. In contrast, a municipality’s bovine population was negatively correlated with time of disease onset, and distance to the reporting agency was not significantly correlated. Although altitude was not significatively correlated to time of disease onset at the country level, altitude was positively correlated to time of disease onset in the Pacific region and negatively correlated in the Amazon region. These results showed that biotic and abiotic conditions influenced the spatial expansion in time at regional level when a well-defined geographic barrier is present.

238

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Robert E. Rollins - Division of Evolutionary Biology, LMU Munich - Germany

Out of Asia? Vector switches leading to the expansion of Eurasian Lyme borreliosis bacteria

Robert E. Rollins, Kozue Sato, Minoru Nakao, Mohammed T. Tawfeeq, Fernanda Herrera- Mesías, Ricardo J. Pereira, Sergey Kovalev, Gabriele Margos, Volker Fingerle, Hiroki Kawabata, and Noémie S. Becker

Division of Evolutionary Biology, Faculty of Biology, Ludwig-Maximilians Universität, Munich Germany

Vector-borne pathogens exist in obligate transmission cycles between vector and reservoir host species. Host shifts can lead to geographic expansion and the emergence of new diseases. Three etiological agents of human Lyme disease (Borrelia afzelii, B. bavariensis, and B. garinii) predominantly utilize two distinct tick species as vectors in Asia (Ixodes persulcatus) and Europe (Ixodes ricinus) but how and in which direction they colonized each continent remains unknown. Here, by reconstructing the evolutionary history of 142 Eurasian isolates (including 52 novel isolates sampled from questing ticks in Japan and Germany), reconstruct a phylogeny based on the sequence of the main chromosome we show all three Borrelia genospecies evolved from an Asian origin, suggesting that successful expansion into Europe resulted through invading a novel tick vector. Even so, genetic structuring of the pathogens differs and is most likely conditioned by reservoir host association and their dispersal. Our results highlight that Eurasian Lyme disease agents are all capable of geographic expansion through host shifts, but potentially differ in their capacity as emergent pathogens.1

239

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Sonia Alejandra Romera - IVIT (INTA-CONICET) - Argentina

Role of water buffalo in the epidemiology of bovine herpesviruses

Grazziotto, Noelia Magali (1), Maidana, Silvina Soledad (2,3), Salas, Juan Manuel (4) and Romera Sonia Alejandra(2,5)

(1) Cátedra de Biotecnología, Instituto Nanobiotec, UBA-CONICET, Facultad de Farmacia y Bioquímica, UBA, Buenos Aires, Argentina (2)Instituto de Virología e Innovaciones Tecnológicas IVIT (INTA-CONICET) Castelar, Buenos Aires, Argentina. (3)Cátedra de Inmunogenética, Facultad de Ciencias Exactas, Químicas y Naturales, Universidad de Morón, Morón, Buenos Aires, Argentina (4)Estacion experimental Agropecuaria, INTA, Mercedes- Corrientes, Argentina (5)Cátedra de Inmunología, Universidad del Salvador, Provincia de Buenos Aires, Argentina.

Water buffalo (Bubalus bubalis) raising is gaining popularity in Argentina as an alternative livestock production system and water buffalo and cattle can share the agroecosystem and are occasionally reared together on the same farm. At present, information on the epidemiological role of buffaloes in Bovine herpesvirus infection is limited. In the present work, controlled experimental infection and transmission studies with buffaloes and cattle were carried out. Eight male bovines and eight male buffaloes were strictly isolated in two equal groups of four buffaloes and four bovines each. Buffaloes from both groups were inoculated with 6 ml reference BoHV-1 or field BoHV-5 by intranasal aerosolisation. After 24 hours of experimental infection four buffaloes per group were contacted with four naive cattle to evaluate the transmission interspecies. During the next 21 days post-infection (dpi) or days post-contact (dpc), viral excretion and clinical signs were checked. To evaluate the viral reactivation, 60 dpi or dpc, an immunosuppressive treatment for 5 consecutive days was performed in the animals. Each dpi or dpc, nasal and ocular secretions were collected and inoculated into monolayers of MDBK cells.

All the buffaloes inoculated with BoHV-5 or BoHV-1 shed virus. The maximum viral excretion titers were 105.5 TCID50 / ml or 107.5 TCID50 / ml for BoHV-1 and BoHV-5 group respectively. The buffaloes showed moderate clinical signs and no showed nervous signs. Three of the four contact bovines of buffaloes infected with BoHV-1 shed virus (102.5 and 106.5 DICT50 / ml) however particles were not detected in any of the bovines contacted with buffalo experimentally infected with BoHV-5. None of the groups of bovine contacts showed nervous signs.

The results suggest that buffaloes are susceptible to BoHV-1 and BoHV-5. Preliminary results would indicate that buffaloes infected with BoHV-5 are capable of transmitting the virus to sentinel cattle where the virus doing latency and reactive. Results provided evidence of reactivation of these infections and they could play an epidemiological role in the circulation/transmission of the virus among domestic and wild ruminants and the impact in the occurrence of natural recombinant emerging viruses with unknown pathogenesis.

240

ABSTRACT

Mary ("Molly") Rorick - University of Utah - US

Scientific teaching methods and EEID topics for evolution outreach in schools.

Mary M. Rorick

University of Utah

In the United States, there is a continued need for evolution outreach in schools. The concept of evolution is fundamental to all of the earth and life sciences. There is no scientific debate about whether life evolves. Biodiversity is the product of descent with modification from ancestral lineages. Nevertheless, according to The National Center for Science Education, acceptance and understanding of evolution is severely lacking, with fewer than 50% of adults in the US aware that humans evolved from earlier species. Evolution is often seen as a threat to personal worldviews and it is poorly understood. For these reasons it is imperative that evolutionary biologists conduct outreach in schools, either by educating teachers or directly working with students. Our goal at EvoLive.org is to apply scientific teaching methods to design, implement and test effective educational “modules” on topics within evolutionary biology for a range of age groups from Pre-K through 12th grade. In a setting where teachers and students may already harbor false ideas and biases against science and evolution, we find that infectious disease topics offer especially useful intellectual access points. Biological anecdotes from the Evolution and Ecology of Infectious Diseases field show evolution occurring rapidly (e.g., the evolution of drug resistance), or with dramatic selection pressures (e.g., within a host-parasite arms race). Our results indicate that educational modules about evolution can be carried out effectively by research scientists or school teachers and that they are appropriate for children as young as 4 years old. Evolution education should start early, and evolutionary biologists can impact whether the next generation will have a basic understanding of this most important of biological concepts.

241

ABSTRACT

Igor Rouzine - Sorbonne University (UPMC) - France

An evolution-based high-fidelity method of epistasis measurement: theory and application to influenza

G Pedruzzi and I Rouzine

Sorbonne University (UPMC)

Linkage effects in a multi-locus population strongly influence its evolution. The models based on the traveling wave approach enable us to predict the average speed of evolution and the statistics of phylogeny. However, predicting statistically the evolution of specific sites and pairs of sites in the multi-locus context remains a mathematical challenge. In particular, the effects of epistasis, the interaction of gene regions contributing to phenotype, is difficult to predict theoretically and detect experimentally in sequence data. A large number of false- positive interactions arises from stochastic linkage effects and indirect interactions, which mask true epistatic interactions. Here we develop a proof-of-principle method to filter out false-positive interactions. We start by demonstrating that the averaging of haplotype frequencies over multiple Indiapendent populations is necessary but not sufficient for epistatic detection, because it still leaves high numbers of false-positive interactions. To compensate for the residual stochastic noise, we develop a three-way haplotype method isolating true interactions. The fidelity of the method is confirmed on simulated genetic sequences evolved with a known epistatic network. The method is then applied to a large sequence database of neurominidase protein of influenza A H1N1 obtained from various geographic locations to infer the epistatic network responsible for the difference between the pre-pandemic virus and the pandemic strain of 2009. These results present a simple and reliable technique to measure epistatic interactions of any sign from sequence data.

242

ABSTRACT

Faith Rovenolt - University of Pittsburgh - US

Modeling Female Guppy Choosiness and Its Effect on Parasite Prevalence

Faith Rovenolt, Dr. Jason Walsman, Dr. Jessica Stephenson

University of Pittsburgh, Department of Biological Sciences

The Hamilton-Zuk theory predicts a negative correlation between male ornamentation and parasite load if ornamentation advertises resistance to parasites but empirical evidence remains equivocal, such as in the Trinidadian Guppy-Gyrodactylus system. Female guppies show variable preference to mate with brightly colored orange males. The orange area of a male guppy has been experimentally correlated with resistance to Gyrodactylus spp., which are directly-transmitted monogean ectoparasites. I’ve created a preliminary SIS model to explore how female preference can affect parasite prevalence. My model shows that increased preference for more ornamented males might result in increased parasitization of resistant, orange males relative to non-resistant males, despite increased resistance, due to increased social contacts with females. Therefore, modeling the effect of female guppy preference for resistant, orange males on Gyrodactylus parasite spread might allow us to understand the sometimes counterintuitive relationship between preference and prevalence.

243

ABSTRACT

Kate Sabey - University of Georgia - US

Antibiotic treatment impacts gut microbiota plasticity in a wild mammal

Kate A. Sabey, Allison E. Williams, Se Jin Song, Rob Knight, Vanessa O. Ezenwa

Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, USA (KAS, VOE); Odum School of Ecology, University of Georgia, Athens, GA, USA (AEW, VOE); Department of Pediatrics, University of California San Diego, La Jolla, CA, USA (SJS, RK); Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA (SJS, RK); Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA (RK); Department of Bioengineering, University of California San Diego, La Jolla, CA, USA (RK)

Phenotypic plasticity, or changes in the expression of host traits over time, can help organisms cope with changing environments. However, when a phenotype must respond to multiple environmental factors simultaneously, ecological disturbances might limit these plastic responses. One host trait that offers the opportunity to test this idea is the gut microbiota, which both contributes to phenotypic plasticity and is sensitive to a wide variety of environmental factors. For example, the microbiota is commonly disturbed by treatments for infectious diseases. We examined whether a common intervention, antibiotic treatment, altered gut microbiota plasticity in free-ranging Grant’s gazelles (Nanger granti). We found that while the gut microbiota of control individuals was plastic over three months, antibiotics dampened plasticity in treated individuals. Specifically, antibiotics altered microbial abundance during the first 30-days after treatment, but then strikingly reduced changes in microbial abundance between 60-days and 90-days post-treatment compared to control individuals. Furthermore, this translated into different predicted functional profiles in treated versus control individuals by 90-days post-treatment, with treated individuals showing a reduced capacity for amino acid synthesis. These results suggest that antibiotics can limit plasticity in the gut microbiota, with potential consequences for a host’s capacity to acclimate to environmental change. This study also highlights that the effects of disease interventions on the gut microbiota should be interpreted in the context of background plasticity.

244

ABSTRACT

Dan Salkeld - Colorado State University - US

Under the radar: smouldering pathogen transmission in wildlife pathogen reservoirs

Dan Salkeld, Madeline Tapson, Hendrik Poinar

Colorado State University and McMaster University

1Detection of pathogens prior to outbreaks may fail if surveillance programs are not targeted to discover low rates of transmission in wildlife populations. Plague - caused by Yersinia pestis - is a zoonosis from rodents that appears to cause sporadic outbreaks. In the US the bacterium threatens prairie dogs and the rare black-footed ferret. However, ecological surveillance demonstrates that plague can circulate widely and consistently in rodent populations. Insights from US ecosystems suggests that historical plague epidemics in Europe share similar properties, and that vertebrate reservoir diversity in Europe and North Africa may have maintained plague's persistence in Europe for centuries following the Black Death.

245

ABSTRACT

Cecilia Sanchez - EcoHealth Alliance - US

A strategy to assess spillover risk of bat SARS-related coronaviruses in Southeast Asia

Cecilia A. Sánchez, Hongying Li, Kendra Phelps, Carlos Zambrana-Torrelio, Kevin J. Olival, Peter Daszak

EcoHealth Alliance

11The emergence of wildlife-origin coronaviruses, including SARS, MERS, and COVID-19, has significantly disrupted global health security and economies over the last two decades. Bats have been identified as reservoir hosts for emerging coronaviruses, with evidence suggesting that some SARS-related CoVs (SARSr-CoVs) may be able to spill over directly from bats to humans (without needing an intermediate host). It is likely that bat-to-human spillover events occur more frequently than is currently appreciated but go unrecognized. Each spillover event represents an opportunity for viral adaptation that permits onward spread in humans; therefore, quantifying the extent of this “hidden” spillover is thus an important step in understanding populations at risk of future epidemics or pandemics. In this study, we use habitat suitability and elevation data to first derive narrower, more biologically realistic range distributions for known bat hosts of SARSr-CoVs. We focus our analysis on Southeast Asia, a hotspot of bat diversity and an area with dynamic social and environmental changes often associated with zoonotic emergence. We then synthesize data on human population density, bat-human interactions, and seroprevalence of bat-origin viruses among human populations to estimate the extent of potential hidden spillover in Southeast Asia. Our results provide the most detailed picture to date of the distribution and species richness of bat hosts of SARSr- CoVs and suggest geographic areas that could be prioritized for targeted surveillance of bats, potential intermediate hosts, and humans.

246

ABSTRACT

Charlène Sanchez - Université de Montpellier - France

Host availability affects parasite transmission at the front of experimental epidemic waves

Sanchez, Charlène; Gougat-Barbera, Claire; Kaltz, Oliver; Zilio, Giacomo

Institut des Sciences de l'Evolution de Montpellier

Host availability affects parasite transmission at the front of experimental epidemic waves

Rapid evolution of parasite virulence and transmission may strongly affect the spread of an epidemic. Certain theoretical models predict that parasites at the front of an epidemic become more virulent than those from the core, because transmission at the front is not limited by the availability of new hosts. However, if susceptible hosts are rare or if parasites rely on hosts for their own dispersal, the opposite prediction could hold.

Using interconnected microcosms of the protozoan Paramecium caudatum we simulate epidemic waves of the bacterial parasite Holospora undulata, where episodes of dispersal alternate with periods of population growth and transmission. In a factorial experimental design, we modify (i) infected host dispersal (active swimming vs artificial transfer by pipetting), and (ii) host availability (dispersal into empty patches vs patches filled with susceptible hosts).

We expect more prudent parasites to evolve with natural dispersal into empty patches, mitigating constraints imposed by the necessity to keep host in good shape for dispersal. In contrast, virulence may be highest when infected hosts are pipetted into new patches populated with large numbers of susceptibles, thereby removing dispersal constraints and transmission constraints due to 'self shading'.

We will present results of the initial epidemiological dynamics of this ongoing experiment. Preliminary data indicate a faster increase in levels of infection in treatments where infected hosts arrive in empty patches. This unexpected result may be due to feedbacks between population growth and the infection life cycle, namely the release of parasite transmission stages. We therefore anticipate counterintuitive long-term evolutionary responses to our treatments. These experimental results may inspire novel epidemiological models, explicitly taking into account the mode of host dispersal or the demographic dynamics at the front of expanding epidemic waves.

247

ABSTRACT

Méline Saubin - INRAE/Université de Lorraine - France

Impact of ploidy and pathogen life cycle on resistance durability

Saubin Méline, De Mita Stéphane, Halkett Fabien

Université de Lorraine, INRAE, UMR 1136 Interactions Arbres/Microorganismes,Nancy, France

The development of resistant hosts based on the gene-for-gene interaction is crucial to address epidemics of plant pathogens in agroecosystems. Resistant host deployment strategies are developed and studied worldwide to decrease the probability of resistance breakdown and increase the resistance durability in various pathosystems. A major component of deployment host strategies is the proportion of resistant hosts in the landscape. However, the impact of this proportion on resistance durability remains unclear for diploid pathogens with complex life cycles. In this study, we modelled pathogen population dynamics and genetic evolution at the virulence locus to assess the impact of the ploidy (haploid or diploid) and the pathogen's life cycle (with or without host alternation) on resistance durability. Ploidy has a strong impact on evolutionary trajectories, with much greater stochasticity and delayed times of resistance breakdown for diploids. This result emphasizes the importance of genetic drift in this system: as the virulent allele is recessive, positive selection on resistant hosts only applies to homozygous (virulent) individuals, which may lead to population collapses at low frequencies of the virulent allele. We also observed differences in the effect of host deployment depending on the pathogen's life cycle. With host alternation, the probability that the pathogen population collapses strongly increases with the proportion of resistant hosts in the landscape. Therefore, resistance breakdown events occurring at high proportions of resistant hosts frequently amount to evolutionary rescue. Last, life cycles correspond to two selection regimes: without host alternation (soft selection) the resistance breakdown is mainly driven by the migration rate. Conversely, host alternation (hard selection) resembles an all-or-nothing game, with stochastic trajectories caused by the recurrent allele redistributions on the alternate host.

248

ABSTRACT

Julie Teresa Shapiro - Ben-Gurion University of the Negev - Israel

Setting the Terms for Zoonotic Diseases: Effective Communication For Research, Conservation, and Public Policy

Julie Teresa Shapiro (1), Luis Víquez-R (2), Stefania Leopardi (3), Amanda Vicente-Santos (4), Ian H. Mendenhall (5), Winifred F. Frick (6), Rebekah C. Kading (7), Rodrigo A. Medellín (8), Paul Racey (9), Tigga Kingston (10)

(1) Department of Life Sciences, Ben-Gurion University of the Negev, Be’er Sheva, Israel; (2) Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany; (3) Laboratory of Emerging Viral Zoonoses, Istituto Zooprofilattico Sperimentale delle Venezie, Padova, Italy; (4) Graduate Program in Population Biology, Ecology and Evolution, Emory University, Atlanta, GA, USA; (5) Duke-NUS Medical School, Programme in Emerging Infectious Diseases, Singapore; (6) Bat Conservation International, Austin, TX, USA; Department of Ecology and Evolution, University of Cal-ifornia Santa Cruz, CA, USA; (7) Colorado State University, Department of Microbiology, Immunology, and Pathology, Fort Collins, CO, USA; (8) Institute of Ecology, National Autonomous University of Mexico (UNAM), Mexico City, Mexico; (9) The Centre for Ecology and Conservation, University of Exeter, Exeter, UK; (10) Department of Biological Sciences, Texas Tech University, Lubbock, TX, USA

Many of the world’s most pressing issues, such as the emergence of zoonotic diseases, can only be addressed through interdisciplinary research. However, the findings of interdisciplinary research are susceptible to miscommunication among both professional and non- professional audiences due to differences in training, language, experience, and understanding. Such miscommunication contributes to the misunderstanding of key concepts or processes and hIndiars the development of effective research agendas, disease prevention or mitigation strategies, and public policy. These misunderstandings can also have devastating effects on conservation, for example, leading to persecution of bats and even government calls to cull them. Here, we identify five types of miscommunication driven by the use of terminology regarding bats and the emergence of zoonotic diseases, which we have categorized based on their root causes: 1) Incorrect or overly broad use of terms; 2) Terms with unstable use or varying use between disciplines; 3) Use of common words as jargon; 4) Terms used correctly that spark incorrect inference: 5) Incorrect conclusions from evidence. We illustrate each type of miscommunication with commonly misused or misinterpreted terms, providing a definition, caveats and common misconceptions, and alternatives as appropriate. While we focus on terms specific to bats and disease ecology, we provide a general framework for addressing miscommunication that can be applied to other topics and disciplines for more effective research, problem-solving, and public policy.

249

ABSTRACT

Kelsey Shaw - Emory University - US

Resource competition alters the population size structure of Biomphalaria glabrata: Implications for control of human schistosomiasis

Shaw KE, Cloud B, Maduraiveeran G, Civitello DJ

Department of Biology, Emory University

Schistosomes, the causative agent of human schistosomiasis, are environmentally transmitted between human and snail hosts via free-living life stages in freshwater. Schistosomes seek out larger snail hosts at a greater frequency, but they have a lower probability of infection success with increasing snail size. Biocontrol of Biomphalaria snails, the host genus for Schistosoma mansoni, has been attempted historically by introducing invasive, non-host snail species with the intention of outcompeting and locally extirpating Biomphalaria. However, in many regions these attempts were unsuccessful and competitor species such as Melanoides tuberculata continue to co-exist with Biomphalaria spp. In this study we quantitatively characterize the size-susceptibility relationship for Biomphalaria glabrata and Schistosoma mansoni and build a size-based transmission model for this system in which we explore the impact of different host population size structures on schistosome prevalence. In these simulations, we find that populations with a greater proportion of small snails (<4mm) exhibit higher overall schistosome prevalence. We then experimentally demonstrate that when the non-host snail Melanoides tuberculata co-exists with Biomphalaria glabrata, its presence alters the size structure of the Biomphalaria population in a resource-dependent manner. Specifically, in lower-resource environments the presence of Melanoides tuberculata can result in a size-based bottleneck for Biomphalaria, resulting in an overrepresentation of snails <6mm in length. Due to the relationship between snail size and schistosome infection risk, these findings suggest that competitor snails could have unexpected effects on schistosome transmission when they do not completely eliminate vector snails. These effects could explain why schistosome transmission persists in habitats in East Africa where Melanoides or other snail species stably coexist with Biomphalaria.

250

ABSTRACT

Justin Sheen - Princeton University - US

ESTIMATING THE TRUE TRAJECTORY OF SARS-CoV-2 IN NEW JERSEY USING SEROLOGY AND PCR DATA

Ari Freedman, Justin Sheen, Stella Tsai, Jihong Yao, Edward Lifshitz, David Adinaro, C. Jessica E. Metcalf, Bryan Grenfell

Princeton University, New Jersey Department of Health

Previous efforts to estimate true COVID-19 prevalence over time have largely employed mechanistic models of transmission combined with data on PCR-confirmed positive cases. However, such models assume key transmission parameters and dynamics that may remain uncertain, while rarely taking advantage of the unprecedented volume of weekly, county- level serological testing data that the COVID-19 pandemic has produced. In this poster, we present a novel method for estimating COVID-19 prevalence that utilizes (1) the number of first-time PCR-positive individuals over time, (2) the number of first-time seropositive confirmed individuals over time, and (3) the waiting times between first PCR-positive confirmation and first seropositive confirmation for those infected individuals who had received both tests. Leveraging these intersecting sources of data, we are able to provide estimates of infections over time in New Jersey from March 1, 2020, to March 31, 2021, free of any assumptions about transmission dynamics. Rather, we make simple assumptions and fit parameters related to peoples’ testing behavior, thus also providing insights into how this testing behavior has changed over time. We find that the underreporting of COVID-19 cases was most severe at the onset of the pandemic, while individuals who were confirmed seropositive later in the pandemic were less likely to have been previously reported by a positive PCR result. We confirm the robustness of our estimation procedure with simulated data, thus highlighting the generality of our methods and the need for widespread serology testing with future epidemics.

251

ABSTRACT

Ciara Sheets - University of Nevada Reno - US

Experimental evolution of Batrachochytrium dendrobatidis, a lethal pathogen of amphibians, in climate change conditions

Ciara Sheets, Taylor Disbrow, Michel Ohmer, Corinne Zawacki, Jamie Voyles

Biology Department of University of Nevada Reno, Biology Department of University of Nevada Reno, Biology Department of University of Pittsburgh, Biology Department of University of Pittsburgh, Biology Department of University of Nevada Reno

Climate change is expected to influence infectious disease dynamics, particularly in systems where both hosts and their pathogens are highly temperature sensitive. For example, some studies predict that increases in temperatures may alter pathogen emergence, transmission, and pathogenicity such that disease is exacerbated with potentially negative consequences for host populations. Yet, the effect of climate change on pathogens and their hosts is currently understudied. One ideal system to investigate this possibility is amphibian chytridiomycosis, which is a disease caused by the temperature-sensitive fungal pathogen, Batrachochytrium dendrobatids (Bd), in ectothermic amphibian hosts. We used experimental evolution to investigate the potential impact of increased mean daily temperatures on Bd growth and reproduction in in vitro experiments for multiple isolates. Specifically, we serially propagated five Bd isolates in temperature conditions that simulated current and future (i.e., predicted for climate change) thermal conditions in amphibian habitats. We then quantified Bd traits that are related to pathogenicity, including growth rates, viability, and zoospore densities. We found that a subset of the lineages that propagated in future temperature conditions had higher zoospore densities and viability than those of lineages propagated in current temperature conditions. Our findings suggest that higher temperature conditions that are predicted with climate change may result in increased growth and reproductive rates for Bd. This study provides a better understanding of how thermal conditions predicted with climate change may influence Bd growth patterns such that pathogenicity, transmission, and chytridiomycosis dynamics are altered. Future research comparing the pathogenicity of ancestral and evolved lineages resulting from this experimental evolution study may clarify if climate change thermal conditions will alter disease development in in vivo experiments. Overall, additional research on how pathogens respond to thermal shifts will shed light on how climate change may influence disease dynamics.

252

ABSTRACT

Kayoko Shioda - Emory University - US

Estimating the cumulative incidence of SARS-CoV-2 infection and the infection fatality ratio in light of waning antibodies

Kayoko Shioda1*, Max SY Lau1, Alicia NM Kraay1, Kristin N Nelson1, Eric W Hall1, Heather Bradley2, Travis Sanchez1, Nicole Luisi1, Mariah Valentine-Graves1, Matthew H Collins1, Mansour Fahimi3, Richard Rothenberg2, Charles Sailey4, Joshua S Weitz5, Aaron J Siegler1, Patrick S Sullivan1, Benjamin A Lopman1

1Emory University; 2Georgia State University; 3Marketing Systems Group; 4Molecular Testing Labs; 5Georgia Institute of Technolology

Background: To understand and control the COVID-19 pandemic, we need to reliably estimate the cumulative incidence of SARS-CoV-2 infection. SARS-CoV-2 antibodies may wane below the detectable level of some serologic assays within months, leading to underestimation of cumulative incidence based on cross-sectional seroprevalence. We developed a Bayesian model for estimating cumulative incidence from serology studies, accounting for antibody acquisition (seroconversion) and waning (seroreversion) over time. We applied this framework to seroprevalence data from New York City, Connecticut, and a national probability survey of US households (“COVIDVu study”).

Methods: We first estimated the duration of seropositivity using COVID-19 mortality data and longitudinal cross-sectional seroprevalence data. Using this estimated duration and observed seroprevalence data, we estimated the cumulative incidence and infection fatality ratio (IFR) of SARS-CoV-2 infection in New York City, Connecticut, and at the national level in 2020.

Results: The estimated average duration of seropositivity was 3-4 months. After accounting for waning antibodies, the estimated cumulative incidence reached 26.8% (95% credible interval: 24.2-29.7%) in New York City, 8.8% (7.1-11.3%) in Connecticut on September 30 and 12.0% (95% CrI: 10.3-13.4%) at the national level on October 30. These are higher than the corresponding daily seroprevalence (4.9% in New York City, 1.3% in Connecticut, and 5% at the national level). The estimated IFR was 1.1% (1.0-1.2%) in New York City, 1.4% (1.1-1.7%) in Connecticut, and 0.64% (0.58-0.75%) at the national level.

Conclusions: The cumulative incidence of SARS-CoV-2 infection is underestimated using serology data without adjustment for waning antibodies. Our approach can quantify the magnitude of underestimation and adjust estimates, which can serve as a baseline against which to evaluate the population-level impact of COVID-19 vaccines.

253

ABSTRACT

Luis Silva - University of Neuchâtel - Switzerland

Evolution of host resistance and tolerance to a bacterial infection

Luís Silva & Sophie Armitage

Free University Berlin, Germany; University of Neuchâtel, Switzerland

Hosts mainly rely on two immune strategies when faced with infection. They can either limit or clear an infection, named resistance, or reduce the cost of a given infection or the complementary immune response, referred to as tolerance. While host resistance evolution has been heavily studied in the past decades, tolerance is relatively new in the animal field. Here, we present the first study with selection for tolerance. We selected fruit flies for resistance or fecundity-tolerance to a bacterial infection with Lactococcus lactis for eight generations and assessed changes in immune strategies and proteomic profile of each selection regime afterwards. Our results show tolerance as a preferable immune strategy regardless of the regime for this model. Moreover, flies’ proteome highlights the importance of the antioxidant activity, resource sequestration and tissue repair as tolerance-linked mechanisms.

254

ABSTRACT

Molly Simonis - Wright State University - US

Eptesicus fuscus with chronic Pseudogymnoascus destructans exposure weigh less in northern latitudes compared to southern latitudes

Molly C Simonis (1,2), Lynn K Hartzler (1,2), Greg G Turner (3), Michael R Scafini (3), Joseph S Johnson (4) and Megan A Rúa (1,2)

1) Wright State University Environmental Sciences PhD Program, Dayton, OH 45435 2) Wright State University Department of Biological Sciences, Dayton, OH 45435 3) Pennsylvania Game Commission Bureau of Wildlife Management, Harrisburg, PA 17110 4) Ohio University Department of Biological Sciences, Athens, OH 45701

Pathogen introductions can cause host traits to shift. Trait shifts allow hosts to adjust to pathogen exposure, or survivorship is reduced if they cannot adjust. Pseudogymnoascus destructans (Pd), the fungal pathogen causing white-nose syndrome, has devastated North American temperate bat populations since its introduction to the US in 2006. Pd infection depletes fat stores of highly susceptible hibernating bats and those surviving have trait shifts for increased fat stores. Trait shifts in less susceptible species are unknown, but they could experience cumulative mass losses from annual Pd exposure over time. This pattern could also be amplified by spatial patterns confounded with environmental conditions for optimal Pd growth. Big brown bats (Eptesicus fuscus) are less susceptible to Pd infection compared to highly susceptible species and persist after Pd introduction in their native range. We hypothesized E. fuscus would decrease mass with Pd exposure time and latitude across the eastern US. We used E. fuscus capture data across the eastern US to create linear mixed effects models for mass as a function of Pd exposure time, latitude, reproductive status (females only), and capture site. We identified a latitudinal inflection point which delineated shifts in mass with Pd exposure. Once Pd was established on the landscape (5+ years), northern E. fuscus weighed less than southern E. fuscus and differences in mass across the inflection increased over time. This suggests 1) physiological responses to pathogen interactions in less susceptible species may be more recognizable with long-term exposure compared to initial impact, and 2) responses over time are likely confounded with environmental conditions associated with latitude. Our results support the need for more research into long-term physiological shifts of less susceptible species with chronic pathogen exposure to fully understand wildlife disease impacts.

255

ABSTRACT

David Simons - The Royal Veterinary College - UK

Rodent population assemblages in West Africa and their potential zoonotic pathogens: A scoping review

David Simons, Kate Jones, Deborah Watson-Jones, Richard Kock

RVC & UCL & LSHTM

Rodents represent 40% of all mammalian species and are important components of small mammal assemblages globally. Particularly in sub-Saharan Africa they are significant contributors to agricultural crop loss alongside being hosts for zoonotic pathogens of importance to local human populations. Trapping of individual rodents, identification to species and assays for the presence of potential zoonotic pathogens provides a source of data for understanding the potential ecological and human health impact of changing small mammal populations.

This scoping review synthesises research conducted in West Africa specifically to; a) identify the aims of rodent research and summarise methodological approaches b) identify the locations, habitats and rodent species that have been studied, c) identify potential zoonoses tested for and which host species they are found in.

A systematic search of online databases for studies conducted within the United Nations West Africa subregion was performed.

4,282 records were identified from the initial search with 124 studies published between 1974 and 2021 included in narrative synthesis. Studies were conducted in 14 of 16 West African countries. 73,164 small mammals were trapped, predominantly from the order Rodentia. These individuals were identified to 147 species with Mastomys natalensis, Rattus rattus and Mastomys erythroleucus the most common. 55 studies investigated potential zoonotic pathogens with 7 further studies investigating rodent pathogens. Thirty-two microorganisms were tested for including viruses, bacteria, and parasites. The distributions of rodents and their pathogens have been mapped. Mastomys natalensis was found to be most commonly infected by Lassa mammarenavirus and Bartonella sp., Arvicanthis niloticus was most commonly infected with Borrelia sp. and Mus musculus was most commonly infected with Toxoplasma gondii.

In conclusion current research efforts to describe the rodent populations of West Africa has provided some information about the distribution of species across this heterogenous region and the distribution of potential pathogens within individual species.

256

ABSTRACT

Brandon Simony - Colorado State University - US

Drivers of bTB Detection in the Context of Imperfect Diagnostics on Cattle Farms in the United States

Brandon J. Simony (1,2)*, Lindsay M. Beck-Johnson (1), Clayton Hallman (3), Ryan Miller (3), Amanda Minter (4), Katie Portacci (3), Stefan Sellman (4,5), Michael J. Tildesley (4), Colleen T. Webb (1)

Department of Biology, Colorado State University, Fort Collins, CO, USA; Department of Mathematics and University Honors Program, Colorado State University, Fort Collins, CO, USA; USDA APHIS Veterinary Services, Center for Epidemiology and Animal Health; Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research (SBIDER), School of Life Sciences and Mathematics Institute, University of Warwick, UK; Department of Physics, Chemistry and Biology, Division of Theoretical Biology, Linköping University, Sweden

In the United States, bovine tuberculosis (bTB) continues to persist on beef and dairy farms at low levels, and current control measures are able to maintain this low prevalence. With the goal of eradication of bTB in an agricultural setting, detection of these few infected animals becomes increasingly important. To account for the imperfect test sensitivity, surveillance must increase when prevalence is low to detect these few infected individuals; however, testing policies actually decrease surveillance once the prevalence becomes low. Given this apparent juxtaposition of importance, we are interested in the role that these few undetected animals play in the dynamics of bTB, and how diagnostic testing effects our ability to detect these infected animals.

We present a modified Susceptible-Exposed-Infectious (SEI) model framework to simulate the latency dynamics of bTB and the effects of imperfect diagnostic testing. The model is run for a range of parameters to reflect differences in the behaviors between beef and dairy farms of varying sizes.

The results of these simulations are analyzed, and we observe differences between infection dynamics between beef and dairy farms over a range of sizes and sources of infection. We see that a constant risk of infection from wildlife and fomite contact results in persistence of infection on a premises. If the only source of infection is from infected imports, there is a probability of fadeout dependent on farm size and type. Sensitivity analyses were performed on the model parameters, and we found that import and export rates play the largest role on true prevalence, while parameters associated with test specificity have a greater effect on the observed prevalence. These results can be used to better inform prioritization of diagnostic test improvements or assess the effectiveness of various response measures.

257

ABSTRACT

Elodie Simphor - Université de Perpignan Via-domitia - France

Selection of two sub-populations Biomphalaria glabrata for their resistance and susceptibility to Schistosoma Mansoni

Elodie Simphor, Rémi Pichon, Anne Rognon, Richard Galinier, Benjamin Gourbal, David Duval

Interactions Hosts Pathogens Environment, UMR 5244, CNRS, IFREMER, UM University of Perpignan Via Domitia, F-66860 Perpignan, France

Host defence mechanisms and parasite infectivity are key elements in host-parasite interactions. This co-evolutionary process is reflected in natural populations by a compatibility polymorphism based on the concordance or non-concordance of key molecular determinants of the interaction, resulting in a matching molecular variant process. Thus, S.mansoni parasite success or failure with B.glabrata reflects a complex molecular dialogue between host defence mechanisms and parasite virulence mechanisms. In order to characterize the molecular determinants involved in these interactions, we selected from a single population of mollusks (same genetic background) two sub-populations, one resistant and the other susceptible to the infection. The selection of these contrasting infection phenotypes is the first step before conducting specific comparative approaches. From these phenotypes, we characterized life history traits as well as immune capacities by measuring hemolymph volume, hemocytes number and morphology. Our initial studies show that no fitness cost linked to resistance such as growth, reproduction was observed. We have also revealed a behavioral difference about hemocytes adhesion between both snail subpopulations. All these approaches will be useful to identify key markers involved in snail/parasite compatibility. Finally, we hope also to identify new ways or strategies to fight or control the disease in the field through a possible introgression of the resistant subpopulation.

258

ABSTRACT

Benjamin Singer - University of Oxford - UK

Is spatial targeting of vaccine allocation based on risk effective?

Benjamin J Singer, Robin N Thompson, Michael B Bonsall

University of Oxford

When using a vaccination programme to attempt to control the spread of a pathogen, vaccines can be allocated to particular spatial regions. Often, some form of prioritisation of regions is necessary, to decide where vaccines will be distributed first, or at all. Existing modelling studies of spatial targeting of vaccine allocation assume that the most effective prioritisation strategy is based on risk, with the regions at highest risk of importing the pathogen prioritised for vaccination. In this study we use a metapopulation model to show that this assumption is valid only under certain conditions—in particular, when the spreading capability of a pathogen is small relative to the resources available for control of the pathogen. When pathogen spread is faster, or resources more scarce, we show that prioritisation based on centrality measures applied to the travel network can be more successful than risk-targeting at reducing the expected number of infections. We also show that different centrality measures perform differently, with a measure called random walk percolation centrality consistently outperforming betweenness centrality.

259

ABSTRACT

Rachel Sippy - University of Cambridge - UK

Diversity of Dengue Lineages in Bangkok, Thailand, 1973—2014

Rachel Sippy, Lin Wang, Richard Jarman, Irina Maljkovic Berry, Stefan Fernandez, Derek Cummings, Henrik Salje

University of Cambridge

Dengue virus circulates under hyper-endemic conditions in Thailand. Each year, all four dengue serotypes are observed, but it is unclear how much genetic diversity exists within and among these serotypes, and how that diversity has changed over time. The use of viral sequences can help. Here, we provide a comprehensive assessment of the diversity of dengue within the single setting of Bangkok, Thailand over a 40-year time period. We use nearly 2000 viral sequences covering all four serotypes and more than 13,000 case reports. We calculate the diversity of dengue within any year using different metrics: the diversity in serotypes, the diversity in intra-serotype genotypes or, at the most granular level, the diversity present in the circulating genomes. We also calculate the number of Indiapendent transmission chains circulating within any time period as inferred from time-resolved phylogenies. We find that although each serotype is largely represented by a singular genotype within each year, many years (1983-1985, 1987, 2001, 2005-2007, 2010-2014) had five or more genotypes in circulation during the year. The number of Indiapendent transmission chains varied over time; with an average of 936 chains within any year, ranging from 55 to 1126 within any one period. This genetic diversity metric represents a component of a larger modeling effort to understand the external drivers explaining diversity and its variation over time.

260

ABSTRACT

Eloise Skinner - Stanford University - US

Integrating physiological competence and ecology to determine host and vector importance for vector-borne pathogens

Eloise Skinner1,2, Morgan Kain1,3, Andrew van den Hurk3, Hamish McCallum2, Erin Mordecai1

1. Stanford University; 2. Griffith University; 3. Department of Health, Queensland

It is notoriously difficult to ascertain the role that vertebrate host and vector species play in zoonotic transmission cycles. However, incriminating key species is important for limiting transmission and subsequent spillover to humans. Here, I present a model which was developed to identify the relative importance of different vector species, and reservoir hosts for Ross River virus (RRV) in Brisbane.

The model was built using a nested approach which first identified the most competent species based on laboratory studies (i.e. vector competence and experimental infection studies). These findings were then integrated with species’ ecology in the greater community (i.e. population abundance, vector-host contact rate, and host seroprevalence). We found that vertebrate species with high physiological competence weren't the most important for community transmission. Instead, we estimated that humans (previously overlooked as epidemiologically important hosts) potentially play an important role in RRV transmission, in part, because highly competent and abundant vectors readily feed on them. By contrast, vectors with high physiological competence were also important for community transmission. Finally, we uncovered two potential transmission cycles: an enzootic cycle involving birds and an urban cycle involving humans.

This nested modelling approach is advantageous for multi-host and multi-vector pathogens because it is broadly applicable, and highlights which datasets have high uncertainty. This allows for future investigations to target data collection efforts in a way that specifically increases the power of the model and overall provides a better understanding of the complex transmission dynamics of arboviruses. Broadly, modelling can provide a common language to interpret multidisciplinary research, but it is also important to understand the pitfalls and caveats surrounding these approaches.

261

ABSTRACT

Camila Souza Beraldo - University of Helsinki - Finland

Phylogenetic signal and correlation in host susceptibility to different viruses

Camila Souza Beraldo, André Coppe Pimentel, Marcos Martins, Ben Longdon, Rodrigo Cogni

CSB: University of Helsinki; ACP, MM, RC: University of São Paulo; BL: University of Exeter

Host shifts — where a pathogen jumps from one host species to another — have been described as one of the main factors leading to emerging infectious diseases (EID). The harm that a pathogen causes to a host (virulence) varies following a host shift. Differences in susceptibilities among host species means that pathogens may be more likely to switch between certain groups of hosts. Factors that determine the variation in host susceptibility are still unknown, but one possible predictor is the host evolutionary history. In this study, we examined how phylogenetically related hosts vary in susceptibility when dealing with infections of two viruses differing in pathogenicity. We infected 41 species of Drosophilidae with Drosophila A virus (DAV), a virus initially described as avirulent, and we measured host mortality (virulence) and virus replication (viral load). Then, we compared our results to previously collected data from the virulent Drosophila C virus (DCV), and we analyzed the data of both viruses together. We found large variation in DAV virulence and viral load, with benign infections in some cases and high mortality in others. There was phylogenetic correlation in viral load, with species presenting similar viral load clustering together in the phylogeny. However, we did not find correlation for virulence, indicating that DAV virulence was not predictable based on viral load. In addition, we did not find correlation between DAV and DCV results, indicating that variation in host susceptibility is not predictable by other pathogens infections. It is possible that hosts and parasites ecology or genetic traits will be also influencing susceptibility variation. These results suggest that although some traits are predicted by phylogeny, to determine the factors driving host susceptibility variation to different pathogens following host shifts is a very complex task.

262

ABSTRACT

Amanda Stahlke - University of Idaho - US

Contemporary and historical selection in Tasmanian devils (Sarcophilus harrisii) support novel, polygenic response to transmissible cancer

Amanda R. Stahlke, Brendan Epstein, Soraia Barbosa, Mark J. Margres, Austin Patton, Sarah A. Hendricks, Anne Veillet, Alexandra K Fraik, Barbara Schönfeld, Hamish I. McCallum, Rodrigo Hamede, Menna E. Jones, Andrew Storfer, Paul A. Hohenlohe

1. Institute for Bioinformatics and Evolutionary Studies (IBEST), University of Idaho, Moscow, ID 83844, USA 2. School of Biological Sciences, Washington State University, Pullman, WA 99164, USA 3. Department of Fish and Wildlife Sciences, University of Idaho, Moscow ID 83844, USA 4. Department of Integrative Biology, University of South Florida, Tampa, FL 33620, USA 5. Department of Integrative Biology and Museum of Vertebrate Zoology, University of California, Berkeley, CA 94720, USA 6. School of Natural Sciences, University of Tasmania, Hobart, TAS 7005, Australia 7. Environmental Futures Research Institute, Griffith University, Nathan, QLD 4111, Australia

Tasmanian devils (Sarcophilus harrisii) are evolving in response to a unique transmissible cancer, devil facial tumour disease (DFTD), first described in 1996. Persistence of wild populations and the recent emergence of a second Indiapendently evolved transmissible cancer suggest that transmissible cancers may be a recurrent feature in devils. Here we compared signatures of selection across temporal scales to determine whether genes or gene pathways under contemporary selection (6-8 generations) have also been subject to historical selection

(65-85 million years). First, we used targeted sequencing, RAD-capture, in approximately 2,500 devils in six populations to identify genomic regions subject to rapid evolution. We documented genome-wide contemporary evolution, including 186 candidate genes related to cell cycling and immune response. Then we used a molecular evolution approach to identify historical positive selection in devils compared to other marsupials and found evidence of selection in 1,773 genes. However, we found limited overlap across time scales, with only 16 shared candidate genes, and no overlap in enriched functional gene sets. Our results are consistent with a novel, multi-locus evolutionary response of devils to DFTD. Our results can inform conservation by identifying high priority targets for genetic monitoring and guiding maintenance of adaptive potential in managed populations.

263

ABSTRACT

Emily Stevens - University of Oxford - UK

Investigating how host microbiota affects the evolution of pathogen virulence.

Emily J. Stevens, Steve Paterson, Hinrich Schulenburg, Edze Westra & Kayla C. King.

Department of Zoology, University of Oxford, UK.

Natural host microbiota has been widely shown to play a protective role against infection in animal hosts. However, host microbiota can also facilitate pathogen infection in some cases. How pathogen evolution is impacted by this microbiota-mediated facilitation is unclear. Here, we have shown that the presence of native microbiota strains in the gut of Caenorhabditis elegans nematode worms exacerbates infection by the bacterial pathogen Staphylococcus aureus. Subsequently, we experimentally passaged S. aureus through successive C. elegans host generations in either the presence or absence of a microbiota. We track the evolutionary dynamics of infection, to determine how co-evolution with a microbiota affects pathogen virulence. We are further investigating the effect of microbiota dysbiosis on pathogenesis and exploring whether a host-adapted microbiota community can be used to treat infection in this model system. In the face of increasing levels of antibiotic resistance in a variety of bacterial pathogens, manipulation or artificial augmentation of the host microbiota may provide a promising alternative approach to treating infections. Having a better understanding of microbiota-pathogen interactions and their evolutionary consequences will be important in aiding development of these approaches.

264

ABSTRACT

David Suárez-Salazar - Los Andes University - Colombia

Local interventions: Once you start to intervene, the details start to matter even more.

David Suárez-Salazar (1), Alejandro Feged-Rivadeneira (2), Felipe González-Casabianca (2), Andrés Angel-Cardenas (3), Tomas Rodríguez-Barraquer (4), Juan Manuel-Cordovez (1) and Mauricio Santos-Vega (1)

(1) Department of Biomedical Engineering, Los Andes University, Bogotá, Colombia (2) Faculty of International, Political and Urban Studies, Universidad del Rosario, Bogotá, Colombia (3) Department of Mathematics, Los Andes University, Bogotá, Colombia (4) Department of Economics, Los Andes University, Bogotá, Colombia

Following the spread of SARS-CoV2 in the world, both city and national governments imposed strict lockdowns. Mainly, the goal was to avoid saturation of their healthcare systems, city- level lockdown has been demonstrated to reduce transmission controlling healthcare demand principally measured by the percentage of ICU units occupied at a specific time. As pandemic unfolds, the economic cost measures like the increase of unemployment, social cost, and the fatigue to attain the imposed policies by individuals, forced the government to relax the imposed lockdown and look at other public policies to reduce the virus transmission across cities. In Colombia, like in most of the countries in Latin-American new waves are still happening, resulting in a high occupation of ICU, and new strategies of prevention with partial lockdowns and curfews. These new sets of lockdowns have exacerbated poverty, inequalities, and mental health. Here we propose a framework to intervene the system based on measures oriented to detect potential super-spreaders.

We have used observed contact networks for neighborhoods of Bogotá, Colombia constructed from mobile device data. With this dataset, we explore the effect of the identification and isolation of nodes, denoted as high-risk individuals that were selected with several measured centralities such as betweenness, eigenvector, PageRank, Katz, and degree. Furthermore, we developed our risk measure based on stochastic SEIR model simulations, tracking down infection trees for each node that contains the probability of contact between two nodes. In general, we demonstrated that focalized interventions based on the idea of having nodes at high risk of generate large transmission chains could have the same impact as lockdowns but certainly with lower economics and social consequences.

265

ABSTRACT

Daniel Suh - University of Georgia - US

Community composition, abundance, and environmental conditions may synergistically enhance transmission of a ranavirus in larval amphibian communities

Daniel C. Suh and Andrew W. Park

Odum School of Ecology

Communities of hosts can change through space and time, altering the transmission potential of parasites. We investigated how changes in host composition, total host abundance, and environmental conditions affect a ranavirus in larval amphibian communities. We developed a dynamical model for ranavirus in a 2-species community and manipulated this model in terms of community composition, host abundance, and viral half- life. Next, we measured community competence, diversity (richness, evenness, phylogeny), and overall composition using previously collected amphibian community data. Community competence is the propensity for a community of hosts to support a parasite and was calculated as the sum of the products of each species’ mean viral load and their relative abundance in a community. After calculating these metrics, we used data visualization and correlation tests to detect patterns between our variables of interest (composition, abundance, and environment) and transmission potential of ranavirus.

Our transmission model showed that manipulations of community composition, host abundance, and viral half-life can all enhance a community’s ability to support a parasite, and that when combined, the effects of these variables resulted in communities highly susceptible to ranavirus. Analysis of real host communities confirmed that similar host compositions (according to PCA ordination) had similar community competence, but dissimilar compositions could still result in similar community competence. In our diversity analysis, we found patterns across an evenness gradient but not across richness. We also saw that high competence species appeared intermediately dispersed throughout the phylogeny. Further analysis showed that communities with high community competence were often the most abundant and occurred in months with lower temperatures, resulting in communities highly susceptible to ranavirus. Finally, in univariate correlation tests, community competence, host abundance, and water temperature were all significantly correlated with infection prevalence in host communities.

266

ABSTRACT

Jenna Swarthout - Tufts University - US

Escherichia coli strain and antimicrobial resistance exchange between humans and animals via environmental pathways in Kenyan urban informal settlements

Jenna M. Swarthout (1), Erica R. Fuhrmeister (1), Sylvie Araka (2), Gretchen Walch (3), Benard Chieng (2), John Mboya (4), Christine Imali (4), Colin J. Worby (5), Ashlee M. Earl (5), Marieke H. Rosenbaum (1), Sammy M. Njenga (2), Amy J. Pickering (1,6)

(1) Tufts University (2) Kenya Medical Research Institute (3) Quantigen Biosciences (4) Innovations for Poverty Action (5) Broad Institute of MIT and Harvard (6) University of California, Berkeley

Antimicrobial resistance is an urgent global health threat expected to disproportionately impact those living in poverty. While the presence of antimicrobial-resistant bacteria in animal and environmental reservoirs is documented, a comprehensive understanding of pathways and mechanisms of antimicrobial resistance gene (ARG) transmission between humans, domestic animals, and their shared homestead environment is missing. Here, we leverage a prospective sampling design to analyze Escherichia coli isolates from human stools, poultry cloacal swabs, dog faeces, soil, and drinking water from 50 households with children under five years in low-income settlements in Nairobi, Kenya. We aim to identify overlapping E. coli strains, ARGs, and mobile genetic elements to determine whether 1) there is greater zoonotic overlap in the same versus different households; 2) children (<15 years) or adults (≥15 years) have greater overlap with animals living in the same household; and 3) soil and water are pathways for zoonotic exchange of E. coli, ARGs, and mobile elements. Previously, up to five cultured E. coli colonies from each sample were selected from Tryptone Bile X-glucuronide agar plates and pooled. We propose to perform hybrid assembly of long and short reads of genomic DNA extracted from all samples. A pilot analysis of assembled and polished long- read contigs from one non-animal-owning household has revealed overlap of pathogenic (e.g., E. coli O127:H6) and antimicrobial-resistant E. coli, including identical resistance genes, between environmental samples and human stools. Leveraging hybrid assemblies to identify resistance genes in their genomic context, as well as highly similar bacterial strains and identical ARGs/plasmids, through this study is an important advancement in understanding how antimicrobial resistance circulates in urban informal settlements between human, animal, and environmental reservoirs. Findings from this work will provide valuable data to inform the design of future environmental interventions to interrupt antimicrobial resistance transmission in urban low-income households.

267

ABSTRACT

Amy Sweeny - University of Edinburgh - UK

Empirical Dynamic Modelling Reveals Chaos and Causality in the Microbiome

Amy R Sweeny, Dylan Z Childs, Luke McNally

University of Edinburgh

Within-host communities of commensal microorganisms have pervasive effects on host biology, with important epidemiological consequences. The plasticity of these communities and their involvement with disease have made microbiome-based therapeutic options desirable. Many such approaches aim to encourage the beneficial functions of the “friendly” bacteria (e.g. faecal microbiome transplants for persistent Clostridium difficile infections). Understanding broad rules and characteristics governing microbiota communities can more reliably inform the design and potential of the microbiome as a treatment option. For example, ascertaining how predictable the individual microbiome is can inform estimates of expected efficacy and timeframes of interventions. Empirical dynamic modelling (EDM) is a nonparametric framework for modelling complex nonlinear systems using lagged timeseries reconstructions and forecasting for members of a system (community). We applied this approach to gut microbiome data from a previously published study sampling two individuals every day for a full year (David et al 2014, Genome Biology). Combining this approach with these powerful timeseries, we show that over 80% of the operational taxonomic units (OTUs) present in an individual microbiome exhibit chaotic dynamics. An additional attractive feature of EDM is detecting causality using convergent cross mapping (CCM), where relationship between two members of the system can be inferred by how well one time series reconstruction predicts the other. We evaluate each pairwise combination of the > 4,000 OTUs present in one subject’s microbiome and identify a large network of interacting OTUs. We will present results detailing the nonlinearity of the gut microbiome and the degree to which constituent members interact and discuss the implications of quantifying theses system characteristics and network structure of the microbiome for understanding its role in host health and fitness.

268

ABSTRACT

Christina Tadiri - McGill University - Canada

Resistance, Tolerance and Host Competence

Christina Tadiri (1), Gregor Fussmann (1), Marilyn Scott (2)

(1)Department of Biology, McGill University (2) Institute of Parasitology, McGill University

Host competence, defined as the likelihood that a host will transmit infection, may be affected by an individual’s resistance to infection and its ability to withstand damage caused by infection (tolerance). Despite being conceptually based at the individual-level, many of these qualities are difficult to measure. The objective of the present study was to develop metrics for measuring resistance, tolerance and competence and the individual-host level, and to determine whether individual host resistance (ability to resist or minimize infection) and/or tolerance (ability to withstand or minimize reduction in fitness due to infection) contributed to the competence (ability to spread infection) of hosts in a metapopulation of guppies infected with the ectoparasite, Gyrodactylus turnbulli. This individual-fish level analysis used data collected from a previous metapopulation experiment that had tracked host-parasite dynamics at the metapopulation scale using individually marked guppies that were moved among experimental tanks within replicate metapopulations. Fish tolerance was measured as the residual from a fish’s expected survival post-infection for a given parasite burden. Fish resistance was measured as the negative peak parasite load (log- transformed). Host competence was measured as the incidence (number of new infections over two days after the arrival of a fish to a tank) weighted by the density of available uninfected fish in the tank. Individual fish tolerance and resistance were negatively associated with competence. Connectivity (the number of fish with which an individual came into contact) was not associated with competence. Our results indicate that resistance and tolerance are both important to disease spread. These findings highlight the importance of understanding how individual defence against parasites may contribute to its competence as a host, and therefore impact metapopulation-level dynamics.

269

ABSTRACT

Katherine (Katie) Talbott - Indiana University - US

Plasmodium parasitism is reflected in songbird preen oil odor

KM Talbott, BJ Higgins, DJ Becker, HO Soini, MV Novotny, ED Ketterson

Indiana University

Host odor is thought to be key to the transmission ecology of parasites that rely on arthropod vectors. Some volatile compounds produced by hosts may be attractive to vectors, while others may repel them. It is hypothesized that haemosporidian parasites may manipulate host odor in birds to increase their own transmission by attracting mosquito vectors. While there is strong evidence that avian odors can influence behavior of arthropod vectors, the identity and source of vector-relevant avian volatiles remain unclear.

Preen oil is a lipid-rich secretion of the avian uropygial gland known to be a major source of volatile compounds in songbirds. This project asks whether Plasmodium parasite load is reflected in patterns of variation in songbird odor derived from preen oil. If Plasmodium parasitism influences host odor, then we predicted that individuals with higher parasite loads would differ in odor from those that are not infected or infected with low loads. Therefore, we asked whether preen oil odor composition varies with parasite load in Plasmodium- infected birds.

We used qPCR to assess Plasmodium parasite loads of wild female Dark-eyed juncos (Junco hyemalis hyemalis) and gas chromatography-mass spectrometry to identify and quantify volatile compounds in their preen oil. We used PCA to explore variation in the relative proportions of the 26 volatile compounds detected by GC-MS and by beta regressions to identify principal components associated with variation in parasite load, followed by additional analyses to identify specific compounds driving the observed trends. We found co-variation between odor and parasite load, as well as sampling date, and conclude that information regarding Plasmodium parasite load may be available in preen oil odor.

270

ABSTRACT

Rocío Lucía Tau - Instituto de Virología e Innovaciones Tecnológicas IVIT (INTA-CONICET), INTA-CASTELAR - Argentina

Evidence of new recombinations among equid herpesvirus

Rocío Tau (a), Julian Mangipinto (b), Carola Ferreccio (a), Fatima Torales (a), Natalia Bachir (a), Sonia Romera (a,c,d), Silvina Maidana (a d)

A: Instituto de Virología e Innovaciones Tecnológicas IVIT (INTA-CONICET), N. Repetto y Los Reseros S/N, CC25 (B1712WAA), Castelar, Buenos Aires, Argentina. B: Escuela superior de ciencias exactas y naturales, Universidad de Morón C: Cátedra de Inmunología, Universidad del Salvador, Champagnat 1599-Ruta Panamericana-Km 54.5 Pilar-B1630AHU- Provincia de Buenos Aires, Argentina. D: Cátedra de Inmunogenética, Facultad de Ciencias exactas, Químicas y Naturales, Universidad de Morón, Cabildo 134 (B1708JPD) Morón, Buenos Aires, Argentina

Equid herpesviruses (EHV) belong to the Herpesviridae family and are divided into three subfamilies known as Alpha, Beta and gammaherpesviruses. Within alphaherpesvirus, there are 6 viruses with different hosts such as Horses, donkeys, zebras known. Previous studies have reported interspecific recombinations between EHV1 and 4. Others have suggested recombinations between EHV1 and 8. Here, we realized a bioinformatic study from EHV1, 4, 8, and 9 genomes present in GenBank. All these sequences were analyzed with RDP4, SplitsTree and Simplot for recombination evidence. In total, 13 events were found, some of them present in more than a genome. These recombinations are present in EHV1 being the minors parents EHV4 and EHV9. Two events are in EHV8 being EHV1 and 4, the minor and major parents respectively. Most episodes are targeting the same gene previously described: ICP4. ICP4 is a gene with two copies located in the repetitive regions. It´s associated with transcriptional regulations. The presence of recombination events with different breakpoints makes us believe ICP4 is a hot spot. ICP4 events were evidenced in EHV1 with both EHV4 and EHV9 as minor parents. Future studies of in vitro replication should be displayed to prove the importance of ICP4 as a facilitator of interspecific recombination. Episodes of recombinations between EHV1 and EHV9 are also associated with another repetitive gene, ICP22, which gives us the idea that repetitive regions tend or allow recombination. Another EHV1 with EHV9 recombination event involved genes from the unique long zone (UL). EHV8 recombinations also entailed UL genes. Emerging interspecific recombinant viruses could generate unknown pathogenesis and be able to infect new hosts. We report previously not described recombinations, some involving EHV9 as the minor parent and affecting EHV1 zebra borne type strains. These recombinations might be conferring EHV1 the capacity to infect hosts others than horses.

271

ABSTRACT

Jéssica Teodoro-Paulo - Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa - Portugal

Genetic variation for plant immunosuppression by herbivorous spider-mites

Jéssica Teodoro-Paulo(1), Steven Charlesworth(1), Merijn Kant(2), Sara Magalhães(1), Alison Duncan(3)

(1) Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, 1649-004 Lisboa, Portugal; (2) Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam; (3) Institut des Sciences de l’Évolution, University of Montpellier, CNRS, IRD, EPHE

Host immunosuppression is a strategy used by many parasites, parasitoids and herbivores to overcome host defences and increase their performance. This trait may be associated with underlying metabolic and ecological (e.g., increased competition) costs, which may contribute to its plasticity and/or the maintenance of its genetic variation. Immune suppression in herbivore-plant systems is well studied due to their environmental and economic importance but genetic variation studies are still scarce. Here we address this issue using 59 inbred lines of T. evansi with a shared common evolutionary and environmental history. We assessed genetic variation for (i) oviposition in two different host environments: wild-type and immunosuppressed tomato plants and (ii) induction of plant defences by herbivory, through plant expression of marker genes involved in the jasmonic acid defensive pathway. We found genetic variation for oviposition on both host plants and for the expression of one of the genes tested. Oviposition on both hosts was positively correlated meaning no direct costs of being a suppressor were found when feeding on immunosuppressed plants. There was no genetic correlation between oviposition and gene expression, indicating that higher oviposition among these lines was not related to immune suppression in the genes tested. Our results suggest that despite polymorphism for defence suppression within inbred lines, this is not necessarily directly linked to levels of oviposition.

272

ABSTRACT

Nicolas Tessandier - Maladies Infectieuses et Vecteurs: Écologie, Génétique, Évolution et Contrôle - France

Immune response of non-persistent HPV infections

Nicolas Tessandier, Christian Selinger, Massilva Rahmoun, Vanina Boué, Samuel Alizon

Maladies Infectieuses et Vecteurs: Écologie, Génétique, Évolution et Contrôle, UMR CNRS 5290, Institut pour la Recherche et le Développement 224

Scientific background Human papillomaviruses (HPV) are considered the most common sexually transmitted viral infection. It is estimated that 80% of adults have been infected with HPV at least once before the age of 45. Some "high-risk" HPVs are responsible for more than 70% of cervical cancers in women. However, the majority of HPV infections are non-persistent, and do not progress to carcinogenic lesions. A major gap in our knowledge of the biology of HPV infections concerns the factors that determine the clearance of transient infections, or their progression toward chronic infections and potentially to carcinogenic lesions. In particular, very little is known about the immunology of non-persistent HPV infections clearance. In this project, we perform a detailed analysis of the anti-HPV immune response in non-persistent infections. **Methods** This project is based on the PAPCLEAR clinical study, which includes a cohort of 150 young women (18-25 years) followed longitudinally for an average of 290 days. 49% of these participants are vaccinated and the majority had genital (asymptomatic) HPV infection at inclusion. We analysed immune cell activation by flow cytometry, as well as locally secreted cytokines and chemokines. We also performed 16S RNA sequencing of vaginal bacterial communities. Results Our results indicate a perturbation of T lymphocytes populations, including a more frequent activation of CD4+ and CD8+ T cells in HPV infected patients. We also identify certain cytokines, such as IL-1α and IL-12/IL-23p40 as particularly associated with HPV infection and describe the changes in the vaginal microbiota induced by asymptomatic HPV infection. Conclusions This work could pave the way for new treatment strategies for HPV infections, such as immunotherapies, which remain an important public health issue. Indiaed, despite vaccination and screening programs, HPV will continue to be responsible for thousands of cancers worldwide in the coming years.

273

ABSTRACT

Megan Tomamichel - University of Georgia - US

Seasonal changes in transmission of and recovery from Hyalophysa lynni infection in commercial shrimp

Megan Tomamichel1, James E. (Jeb) Byers1, Richard J. Hall2 , Tina Walters3 and Marc Frischer3

(1) Odum School of Ecology, University of Georgia, Athens, GA, (2) Center for the Ecology of Infectious Diseases, University of Georgia, Athens, GA, (3) University of Georgia, Skidaway Institute of Oceanography, Savannah, GA

Infectious diseases in marine fishery systems can cause mass mortality events in fished species that threaten the livelihoods of coastal communities. Because both marine hosts and parasites are sensitive to temperature, ocean warming could exacerbate this problem. One demonstrative system is the ciliate Hyalophysa lynni that infects the gills of commercial shrimp in the southeastern United States. Infection with the ciliate impairs respiration and possibly reduces harvest. Prevalence of the parasite reaches up to 95% in the warmest water months and declines in cooler months. We experimentally measured parasite transmission and shrimp recovery between June 2020 and February 2021. We first harvested wild caught shrimp to detect baseline infection prevalence and then treated the remaining shrimp with anti- parasitic medications to remove H. lynni infections. We placed individually caged medicated shrimp into the Skidaway River, Georgia for 10 days. As a control, we held medicated shrimp in artificial seawater for the same length of time. Seasonal changes were detected in both the transmission of and recovery from H. lynni. Baseline prevalence of H. lynni was positively correlated with water temperatures: winter yielded the lowest prevalence (25%) while the summer yielded the highest prevalence (80% and 83%). We measured significant recovery from H. lynni after the medication procedure in all seasons except for winter, where prevalence remained at 25%. H. lynni was transmitted to 83% and 100% of deployed shrimp during the two summer deployments compared to the 7% and 18% prevalence in unexposed control shrimp. During fall and winter, only 27% and 20% of shrimp deployed in the estuary were infected with H. lynni, while control shrimp had 6% and 33% prevalence, respectively. Together, these experiments demonstrate that season strongly affects the ability of H. lynni to transmit and for white shrimp to recover.

274

ABSTRACT

Samuel Torres - Universidad de Los Andes - Colombia

Modeling the impact of schools reopening and the effects of possible interventions at Bogotá, Colombia

Samuel Torres-Florez (1), Diana Higuera-Mendieta (2), Catalina Gonzalez-Uribe (2), Alf Onshuus (3), Juan M. Cordovez (1), Mauricio Santos-Vega (1)

(1) Department of Biomedical Engineering, Computational & Mathematical Biology, Universidad de Los Andes; (2) Faculty of Medicine, Universidad de Los Andes; (3) Department of Mathematics, Universidad de Los Andes

275

ABSTRACT

Gábor Tóth - National Laboratory of Virology (Hungary, Pécs) - Hungary

A novel concept for bat sampling to detect active viral infections and elucidate reservoir roles

Gábor Endre Tóth1, Tamás Görföl1, Sándor Boldogh2, Gábor Kemenesi1

1-National Laboratory of Virology (Hungary, Pécs), 2- Aggtelek National Park Directorate

Bats harbour an enormous number of pathogens with zoonotic potential and there is an urgent need to discover novel viruses and collect further information about already known pathogens. Bats provide important ecosystem services, and many species are in an unfavourable conservation status. All bat species in Europe are protected under the Habitat Directive and hence studying their viruses needs methods which cause the less harm to these flying mammals. We developed a sampling methodology which is minimally invasive, can be used even in case of smaller bat species (bodyweight: 5-15 g) and is suitable for multi- purpose research. We tested and used this method in the frame of the ongoing Lloviu cuevavirus (LLOV) surveillance program in Hungary. LLOV is the only filovirus endemic in Europe and the only known host for this virus is the Miniopterus schreibersii bat which is distributed throughout the southern part of the European continent. There is a huge lack of understanding in the circulation of this virus and the potential of zoonotic transmission, hence there is an urgent need to develop standardised protocols for the sampling and detection of LLOV to deepen our knowledge about the spatio-temporal distribution and biology of this virus. In the act of the surveillance, we collected 376 blood samples with our method mainly from Miniopterus schreibersii. No negative effects (e.g. shock, vascular or tissue damage) were observed in any of the animals during sampling. Moreover, individuals recaptured after a short (a few hours) or a bit longer periods (one day) of time also did not show any negative symptoms (bleeding, abnormal behavior, etc.). Our protocol allowed to detect active LLOV infection on the spot, prove seroconversion and maintain sequencing and isolation efforts. Our novel surveillance protocol highly emphasizes conservational aspects and permit viral discovery and monitoring with minimal effect and disturbance.

276

ABSTRACT

Kevin Tracy - University of Michigan - US

Rapid reversion of high level daptomycin resistance slows the spread of antibiotic resistance in a non-selective environment

Kevin Tracy, Jordan McKaig, Clare Kinnear, Jess Millar, Aaron King, Andrew Read and Robert Woods

1 Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA 2 Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA, 3 Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA, 4 Huck Institutes for the Life Sciences, The Pennsylvania State University, University Park, PA, USA

The spread of antibiotic resistance in clinical settings is difficult to study because it includes both transmission and selection in fluctuating environments. Here we investigate the interaction of these processes, with an emphasis on the loss of resistance, in a hospital with increasing cases of daptomycin resistant Enterococcus faecium. We identify a genetically and phenotypically diverse set of patient-derived daptomycin resistant isolates that fall into two groups; one group in which resistance emerged during the course of treatment (de novo), and a second group in which resistance was present on their initial culture and thus more likely to reflect cases of resistance due to hospital transmission. These strains were experimentally evolved for 32 days in antibiotic free conditions in the laboratory. We find isolates with high level resistance had a lower starting fitness, larger decline in resistance levels, and sharper gain in fitness, regardless of whether they were from the transmitted or de novo group. In contrast, isolates with low level resistance adapted to antibiotic-free conditions often maintained resistance with minimal changes in resistance levels. Among isolates with decreases in resistance, parallel mutations occurring in all Indiapendently evolved populations were common. These genetic pathways were frequently associated with the initial resistance mutations themselves and often disrupted key pathways. In contrast, stably resistant isolates showed divergent mutational pathways, with no shared mutations occurring across replicate populations. Altogether, these data reveal that isolates with high- level resistance have accessible mutational pathways that increase fitness while decreasing resistance, which may act to slow the spread of resistance in the hospital.

277

ABSTRACT

Johnny Uelmen - University of Illinois - US

An 18-Year Retrospective Analysis of West Nile Virus Infection in Culex Mosquitoes of the Midwestern United States

*1Uelmen, J.A., 2Li, Bo, 1Ruiz, M.O., 3,4Ryan, Sadie, 5,6Patz, Jonathan, and 1Smith, R. L.

1Department of Pathobiology, College of Veterinary Medicine, University of Illinois at Urbana- Champaign, Urbana, IL 61802 USA. 2Department of Statistics, University of Illinois at Urbana- Champaign, Champaign, IL 61820 USA. 3Quantitative Disease Ecology and Conservation (QDEC) Lab, Department of Geography, University of Florida, Gainesville, FL 32607 USA. 4Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608 USA. 5University of Wisconsin, Department of Population Health Sciences, 610 Walnut Street, 707 WARF Building, Madison, WI 53726 6University of Wisconsin, Nelson Institute for Environmental Sciences, 258 Enzyme Institute, 1710 University Avenue, Madison, WI 53726

Background: West Nile Virus (WNV) has been in the United States (U.S.) for over two decades, resulting in more than 50,000 human illness cases and 2,330 deaths. Now the cause for the most widespread mosquito-borne illness in humans, numerous efforts to model WNV transmission have been attempted, with widespread and sometimes conflicting, interpretation of results. With increases in accessibility of detailed, historical data, information sharing, and collaboration across multiple partners and states, this study collated and analyzed several large mosquito abundance and infection datasets from 16 partners in the Midwestern U.S. The main goal is to create a single standardized record of mosquito infection and abundance across time and space in a large region of the U.S. to effectively compare and contrast key model parameters and to generate robust forecasts under anticipated future shifts in climate.

Methods: All available records of female Culex spp. abundance and infection records, from 2000 to 2018, were provided by 118 counties, representing 8 states in the Midwest U.S. All datasets were organized, screened for redundancies and erroneous entries, and collated. In total, over 6.6 million mosquitoes were collected, and over 4.7 million were tested for WNV. These data were compiled to create standardized minimum infection rate (MIR) and vector Indiax (VI) by county by month for each year. Serving as the dependent variables, MIR and VI were assessed in one of four model scenarios, with 60 explanatory variables consisting of climatic, socio-economic and demographic, and land-use/land-cover available.

Results: The vast majority of models (under any scenario) for most counties performed well (R2 > 0.85 and RMSE < 1.5). The strongest models for each county generally correlated strongly with human neuroinvasive cases. Counties with the highest resources did not generally result in higher overall mosquito infection.

Conclusions: Although most locations were predicted well, nearly all of Iowa and Southern Wisconsin did not have models that correlated well with human neuroinvasive cases, suggesting knowledge gaps in environmental viral presence, particularly among rural counties. This 18-year assessment showed an annual increase in MIR by 16.4% and estimates the next outbreak year for human cases to be in 2022-2023. 278

ABSTRACT

Ilkay Basak Uysal - Univ Montpellier/IRD-MIVEGEC - France

Comparison of methods for the identification of plasmids in the Human Vaginal Microbiome

İlkay Başak Uysal, Nicolás Rascovan, Ignacio G.Bravo, Samuel Alizon

MIVEGEC (CNRS, IRD, Univ Montpellier), Institute Pasteur.

Background Plasmids are linear or circular DNA fragments that are classified as mobile genetic elements. They usually carry genes that play a role in resistance to environmental factors, such as antibiotics, detoxification, and heavy metal pumps. The vaginal microbiome in women of reproductive age is dominated by Lactobacilli species. There are over 2000 annotated bacterial plasmids of the human gut whereas only 36 from the vagina. Despite the vaginal microbiome being less diverse compared to the gut, the difference is intriguing. We suspect that this could be caused by either the limited Lactobacilli plasmids in the vagina or limitations of the detection software. There exist multiple software to identify plasmids from whole-genome sequencing data. However, the differential prediction power of these methods varies. Many suffer from poor assembly resulting in the misclassification of plasmids as chromosomes because plasmids carry many common genes with chromosomes. Furthermore, there is a limited number of well-annotated bacterial plasmids in the vagina to compare with, making novel plasmid discovery even more challenging. Methods We compare the prediction power of different plasmid detection software and evaluate their limitations with vaginal metagenome datasets. We ran simulated datasets of known bacterial plasmids found in the human vagina and Lactobacilli genomes with different plasmid detection software (PLSDB, mlPlasmids, Metaplasmidspades, Plasflow, Plassclass, SCAPP, Plasmidseeker) at different coverage depths. Results By using datasets at different depths, we evaluate the prediction power of different plasmid detection software and identify their limitations. By counting the number of plasmids and also contigs they predict, we calculate accuracy, precision, recall, and F-1 scores of the methods. Perspective Characterizing the bacterial plasmids present in the human vagina can improve our knowledge of women’s sexual and reproductive health by identifying how plasmids shape the Lactobacilli’s and human’s responses against antibiotic resistance, sexually transmitted infections, and other perturbations.

279

ABSTRACT

Meredith VanAcker - Columbia University - US

Steps and the City: White-tailed deer resource selection increases zoonotic hazard in urban residential areas

Meredith C. VanAcker, Francesca Cagnacci, and Maria A. Diuk-Wasser

Columbia University, New York, New York, USA; Edmund Mach Foundation, San Michele all’Adige, Italy

Host movement plays an integral role in determining human exposure to zoonotic hazards by shaping contact rates between hosts, vectors, and pathogens and facilitating vector and pathogen dispersal. In an urban landscape, increasing fragmentation alters the configuration of habitat patches, preventing host species from moving freely across the landscape as patches become increasingly isolated. When natural land is converted to impervious surface, wildlife hosts can become aggregated and clustered resources can influence host movement behavior leading to spatial hotspots of increased zoonotic hazard. Here, we examine how the movement and resource utilization of 61 white-tailed deer (Odocoileus virginianus) determine the distribution of blacklegged ticks (Ixodes scapularis) which depend on this host for dispersal in the highly fragmented urban forests and residential areas in the New York City borough of Staten Island. Employing a multi-scale hierarchical resource selection framework, we examine landscape factors that influence home-range establishment (2nd order selection) and within-home range resource selection (3rd order selection). We use fine-scale GPS data and integrated step selection analysis to determine whether deer engage in high-risk movements to acquire limited resources and whether these strategies leave signatures on the landscape through distributing ticks. Our results show that white-tailed deer display aversion to medium-high intensity anthropogenic development at fine spatial scales of 100-200m. Further, there is individual variation in whether deer strongly select habitat relative to the proportion of habitat available within their home range, indicating specialization to fragmented urban forests. Importantly, we show deer preferentially select neighborhoods nested in highly connected areas which offer supplemental resources and suitable habitat for blacklegged tick survival. Our results emphasize that habitat connectivity and host movement are neglected factors that are critical to consider in urban tick-borne disease systems. Together, these factors can drive the spillover of infected ticks from urban forests to residential areas.

280

ABSTRACT

Chiara Vanalli - Penn State University - US

Modeling the immune regulation in single and dual infections of two gastrointestinal helminths with contrasting dynamics

Chiara Vanalli1, Lorenzo Mari2, Lorenzo Righetto2¤, Renato Casagrandi2, Marino Gatto2, Isabella M. Cattadori1

1 Center for Infectious Disease Dynamics and Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA; 2 Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy; ¤ Springler Nature, Holborn, London, UK

Hosts have developed complex immune pathways to confront infections with parasitic helminths. Many parasite-immune interactions are well known for single infections, however, how the immune processes change in concomitant infections and impact the dynamics of each helminth species, has not been adequately investigated. Here, we developed a within- host dynamic model of infection to examine the immune response of rabbits challenged with one or two gastrointestinal helminth species (Trichostrongylus retortaeformis and Graphidium strigosum), using data from laboratory experiments. Our model explicitly linked parasite intensities to two immune components relevant to the system, cytokine IL4 and species- specific antibody IgA. We tested alternative mechanisms of parasite regulation and interaction between these two immune components, such as autocatalytic immune production, IgA activation by IL4 and, for dual infection, cross-immunity and cross-immune activation.

Model selection suggested that the immunological pathways activated against the two helminth species in single infections are similar: IgA production is stimulated by both parasite intensity and IL4. However, differences in the strength of these immune signals lead to contrasting dynamics of infections, such that T. retortaeformis is rapidly cleared while G. strigosum persists with high intensities. For dual infection, in addition to the reactions identified in single infections, rabbits with both helminths activate new pathways that asymmetrically affect the dynamics of the two species. Specifically, we found evidence of cross-immune activation where IL4 produced against one helminth stimulates IgA specific to the other helminth. These new signals alter the intensities but not the overall trends of the two helminth infections, which are similar to the single infections.

The type of interactions described in our rabbit system can be expected in many other host- helminth systems. Our immune framework provides important insights for the understanding of multi-helminth infections and is flexible enough to capture a variety of immunological variables and their complex interactions.

281

ABSTRACT

Joy Vaz - University of Georgia - US

Parasite and host traits predict the zoonotic risk of protozoa

Joy Vaz, Barbara A. Han, John M. Drake

Odum School of Ecology, University of Georgia, Athens, Georgia, USA; Center for the Ecology of Infectious Diseases, University of Georgia, Athens, Georgia, USA; Cary Institute of Ecosystem Studies, Millbrook, New York, USA

Protozoan zoonoses such Chagas disease and leishmaniasis remain endemic in large parts of the world, exacerbating social inequity and contributing heavily to the global burden of infectious disease. Novel protozoa species which have emerged from wildlife to humans in the recent decades (e.g., Plasmodium knowlesi, a causal agent of malaria) have proven difficult to control. Our ability to anticipate and prevent future emerging disease threats relies on identifying the characteristics of zoonotic pathogens and targeting surveillance efforts accordingly. While several studies have profiled the traits of zoonotic viruses, protozoa have received limited attention. We compiled a dataset of protozoa species which incorporates both parasite and host traits, including information on community structure and importance within a host-parasite bipartite network. Using a machine learning algorithm, extreme gradient boosting, we distinguished zoonotic from non-zoonotic protozoa with 85% accuracy. Our model found that traits of generalist protozoa (e.g., broad tissue tropism, high network centrality, multiple transmission modes) were most useful for predicting zoonotic status, compared to intrinsic biological traits (e.g., morphology), environmental traits (e.g., temperature), or host-related traits (e.g., life history). We ranked the zoonotic potential of protozoa species currently not known to be zoonotic based on their trait similarity to known zoonotic protozoa. Here we report parasitic protozoa species of wild mammals which are most likely to be undiscovered sources of current or future zoonoses, identifying them as priority targets for surveillance.

282

ABSTRACT

Diana Vera Cruz - University of Chicago - US

Understanding the potential drivers of individual-level variation in the antibody response after vaccination

Diana Vera Cruz (1), Raffael Nachbagauer (2), Florian Krammer (2), Sarah Cobey (1)

(1) Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA. (2) Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Background: Immune responses to vaccination are notoriously variable. Many studies have suggested host-intrinsic factors associated with responses to influenza vaccination. These factors include host age, birth cohort, and pre-vaccination titers of antigen-specific antibodies, all of which correlate with individuals’ history of exposures to influenza virus.

Objective: We aim to identify and quantify host-specific correlates of the antibody response after prime and boost with a chimeric influenza virus vaccine during a phase I clinical trial involving adults ages 18-37 y. We evaluated associations between host sex, age, and subtype imprinting on pre-vaccination antibody titers and on the rise of titers post-prime and post- boost. We focus our study on antibodies targeting the hemagglutinin stalk domain, a highly conserved region and the desired target for the vaccine. In this vaccine, an H1 stalk is linked to head domains of avian H8 and H5 subtypes.

Results: Pre-vaccination antibody titers towards the stalk did not correlate with sex, age, or H1 imprinting probability. The fold change in anti-stalk antibody titers 29 days post-vaccination negatively correlated with pre-vaccination titers, reproducing a previously described ceiling effect. The magnitude of the ceiling corresponded to an approximate 0.64 (CI: 0.46, 0.82) fold reduction in post-vaccination titer for each two-fold increase in initial titers. Pre- vaccination titers were associated with 47 to 59% of the variance in fold-change post- vaccination titers. Host sex, age, and H1 imprinting probability did not significantly affect the fold change in stalk antibody titers.

Conclusions: Our analysis suggests a strong impact of prior immunity on the antibody response to vaccination. An antibody ceiling effect, in which the antibody boost falls as pre- vaccination titers rise, was consistently observed and represented about half of the variance in the response. This antibody response appears unrelated to subtype imprinting, age, and sex.

283

ABSTRACT

Amanda Vicente-Santos - Emory University - US

Differential response to anthropogenic disturbance by cave-dwelling bats: an eco-immunological approach

Amanda Vicente-Santos (1), Bernal Rodríguez-Herrera (2), Eugenia Corrales-Aguilar (2), David J. Civitello (1), Gábor Á. Czirják (3), Thomas R. Gillespie (1)

(1) Emory University, Population Biology, Ecology and Evolution, 201 Dowman Dr, 30322 Atlanta, GA, USA (2) University of Costa Rica, San Pedro, Montes de Oca, San José, 11501- 2060, Costa Rica (3) Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Str. 17, 10315, Berlin, Germany

Caves are high-quality roosts that subsidize bat diversity in forest fragments that otherwise may decline over time. However, habitat degradation may reduce individual health by forcing bats to forage in poor-quality habitats or by increasing commuting costs to reach suitable foraging areas. Thus, apparently healthy cave-roosting bat populations in modified landscapes may suffer from chronic stress with consequences in downstream effects on health, making them more susceptible to pathogens, thereby enhancing the spread of diseases. While some bat species may acclimatize to repeated stressors and even thrive in human-modified habitats, other species may experience higher stress levels that subsequently impair immune response. Due to their high species richness, bats display wide variation in morphology, foraging behavior, and habitat use, making them a good model to assess the physiological effects of human disturbance on wildlife. We conducted our study in 16 caves in Costa Rica along a gradient of human disturbance ranging from undisturbed caves in protected areas, to caves subject to high levels of disturbance surrounded mostly by agriculture, livestock, and other human-dominated landscape. Surveys were repeated in the dry and wet seasons. We collected samples from 1230 adult individuals, representing 12 species from four families with diverse ecological niches. We evaluated markers of physiological stress (neutrophil-to-lymphocyte ratio), downstream health measures (body condition and white blood cell counts), and innate (lysozyme) and adaptive (IgG) immune markers. We will contrast these results with infection prevalence of four common and divergent pathogens: Bartonella (242/1230), Leptospira (61/192), Trypanosoma (393/1230), and microfilaria (82/1230). Preliminary data shows divergent patterns among species to pathogen prevalence and immune markers. Factors that may explain this variation, such as species identity, ecological traits, season, sex, and human perturbation, will be examined. This work provides insight into the complex patterns of the immune function of wild bats in changing environments.

284

ABSTRACT

Landon vom Steeg - The Pennsylvania State University - US

Treatment duration influences the evolutionary dynamics of daptomycin resistance in off-target colonizing VRE populations

Landon G. vom Steeg (1), Derek G. Sim (1), Valerie J. Morley (1), Robert J. Woods (2), Andrew F. Read (1,3)

(1) Center for Infectious Disease Dynamics, Departments of Biology and Entomology, The Pennsylvania State University, University Park, PA, USA, (2) Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA. (3) Huck Institutes for the Life Sciences, The Pennsylvania State University, University Park, PA, USA

The duration of antibiotic treatment is a frequently considered means to limit the emergence of antibiotic resistance, but little is known about how treatment duration impacts the evolutionary dynamics of antibiotic resistance in off-target bacterial populations. Vancomycin-resistant Enterococcus faecium (VRE) cause severe hospital acquired infections, but more frequently asymptomatically colonize the gastrointestinal tract. Due to limited antibiotic susceptibility, VRE infections are commonly treated with intravenous daptomycin. However, systemic daptomycin therapy can select for daptomycin resistance in transmissible populations in the gastrointestinal tract. To test the hypothesis that daptomycin treatment duration influences off-target resistance evolution, a murine model of intestinal VRE colonization was used in which mice were inoculated at a 1:20 ratio of daptomycin-resistant and -susceptible VRE. Following inoculation, mice were treated daily via subcutaneous injection with 100mg/kg of daptomycin for 0, 1, 3, 5, 7, or 9 days post inoculation and fecal pellets were collected at regular intervals for the quantification and characterization of shed VRE populations. Relative to saline-inoculated control mice, daptomycin treatment for 3 or more days resulted in a significant reduction in daptomycin susceptibility while the proportion of VRE clones resistant to daptomycin increased. Total shedding and median time to clearance of daptomycin-resistant VRE were also greater. Treatment with daptomycin for a duration of 1 day had little impact on any measure of daptomycin resistance, while no significant between group differences were observed in mice treated for 3, 5, 7 or 9 days. These data suggest that antimicrobial treatment duration can influence the evolution of resistance in off-target populations and these effects should be considered when modifying treatment duration for the management of antimicrobial resistance.

285

ABSTRACT

Keita Wagatsuma - Division of International Health (Public Health), Graduate School of Medical and Dental Sciences, Niigata University - Japan

Shifts in the epidemic season of human respiratory syncytial virus associated with inbound overseas travelers and meteorological conditions in Japan

Keita Wagatsuma, Reiko Saito

Division of International Health (Public Health), Graduate School of Medical and Dental Sciences, Niigata University, Niigata 951-8510, Japan

Few studies have examined the effects of inbound overseas travelers and meteorological conditions on the shift in human respiratory syncytial virus (HRSV) season in Japan. This study aims to test whether the number of inbound overseas travelers and meteorological conditions are associated with the onset week of HRSV epidemic season. The estimation of onset week for 46 prefectures (except for Okinawa prefecture) in Japan for 4-year period (2014–2017) was obtained from previous papers based on the national surveillance data. We obtained data on the yearly number of inbound overseas travelers and meteorological (yearly mean temperature and relative humidity) conditions from Japan National Tourism Organization (JNTO) and Japan Meteorological Agency (JMA), respectively. Multi-level mixed-effects linear regression analysis showed that every 1 person (per 100,000 population) increase in number of overall inbound overseas travelers led to an earlier onset week of HRSV epidemic season in the year by 0.02 week (coefficient –0.02; P<0.01). Higher mean temperature and higher relative humidity were also found to contribute to an earlier onset week by 0.30 week (coefficient –0.30; P<0.05) and 0.18 week (coefficient –0.18; P<0.01), respectively. Additionally, models that included the number of travelers from individual countries (Taiwan, South Korea, and China) except Australia showed that both the number of travelers from each country and meteorological conditions contributed to an earlier onset week. Our analysis showed the earlier onset week of HRSV epidemic season in Japan is associated with increased number of inbound overseas travelers, higher mean temperature, and relative humidity. The impact of international travelers on seasonality of HRSV can be further extended to investigations on the changes of various respiratory infectious diseases especially after the coronavirus disease 2019 (COVID-19) pandemic.

286

ABSTRACT

Megan Wallace - College of Life and Environmental Sciences, University of Exeter - UK

Virus discovery and dynamics in a wild Drosophila community

Megan A. Wallace (1,2), Darren J. Obbard (1)

1. Institute of Evolutionary Biology, University of Edinburgh 2. Current address – College of Life and Environmental Sciences, University of Exeter

The fruit fly Drosophila melanogaster remains a key model system for the study of insect-virus interactions. Its tractable life history and associated genetic toolkit have aided in the discovery of many of the key invertebrate immune defences against viruses. Recent metagenomic sequencing studies have identified over 130 naturally-occurring viruses of the Drosophilidae. This could enable the study of insect-virus ecological and evolutionary dynamics in this native multi-host, multi-virus community. In particular, the use of naturally- occurring host-virus combinations allows the study of ‘typical’ wild co-evolutionary dynamics between insects and their viruses, which might help us to understand the evolution of insect- vectored viruses with economic and public health impacts. However, proper parameterisation of these models of insect-virus co-evolution requires data from long-term studies of wild host-virus communities, which are currently rare.

In this study, we make the first attempt to quantify the dynamics of wild drosophilid virus communities. We begin by using metagenomic sequencing to describe the viruses present in populations of Drosophila in South-east Scotland, identifying 17 new RNA viruses. We then characterise the host range of 41 new and previously described Drosophila viruses in this system, finding that over 90% of these viruses infect multiple host species. We also examined how ten of these viruses vary in prevalence in the wild using repeated, spatially and temporally structured sampling of a total of 2227 flies of 15 species, over three years. We find that prevalence varies between viruses, and within viruses, can vary across host species, and collecting season. Co-infection is not a rarity in this system, as over 30% of flies are infected with multiple viruses. Together, these data increase and demonstrate the utility of the Drosophila model for community-level studies of host-virus interactions.

287

ABSTRACT

Jason Cosens Walsman - Georgetown University - US

Social hosts have deadlier parasites: parasite virulence among wild guppy populations is predicted by predation-driven host social behaviour

Jason Cosens Walsman

University of Pittsburgh

Social contact between hosts provides opportunities for their parasites to transmit. While some theoretical research predicts that increasing the rate at which such contacts occur selects for more virulent parasites (which kill infected hosts at higher rates), there is no consensus. Model predictions can qualitatively change depending on the treatment of two key processes: how host social behaviour impacts multiple infections and how it impacts host mortality, e.g., from predation. Here we use an eco- coevolutionary model, parameterized by pre-existing data for the Trinidadian guppy- Gyrodactylus spp. system, to show that predation selects for higher host social contact, which reduces death from predation. This increased host social contact makes multiple infections more common, selecting for more virulent parasites, and therefore increasing death from parasitism. We tested these model predictions with virulence data from 18 parasite lines established from four wild populations. As predicted, parasites collected from high predation populations caused more host death under common garden conditions. Further, the model quantitatively predicted the virulence evolved across predation regimes with reasonable accuracy. These results suggest that across systems, predation may drive hosts into the arms of parasites, selecting for higher virulence: many predator-social host-parasite systems meet the basic assumptions of our model. More broadly, our findings suggest that strategies that reduce host contact, such as quarantining or social distancing, should select for less virulent parasites.

288

ABSTRACT

Sarah Walsh - University of Exeter - UK

A bacteria-phage system for the investigation of virus host shifts

Sarah K Walsh, Ryan M Imrie, Angus Buckling, and Ben Longdon

College of Life and Environmental Science, University of Exeter

Host shifts, where a pathogen jumps to and establishes onward transmission in a new host species, are a major source of emerging infectious diseases. However, little is known about what determines the ability of viruses to infect some hosts but not others. We have established a bacteria-phage system, using a diverse panel of Staphylococcus aureus isolates and a broad host range bacteriophage (ISP), to investigate the evolutionary factors that influence virus host shifts. Our initial work aimed to characterise the most appropriate method for assessing phage host range. The methods tested were: spot tests, where the presence of plaques indicates susceptibility; liquid media assays, where bacterial growth (optical density) is measured over time and compared between infected and uninfected samples; and qPCR, where susceptibility is measured as the increase in viral load over time. Comparison of these methods has shown that the reported host range of a bacteriophage is likely to be biased by the method used to determine it, with different methods either over- or under-estimating host range. We found weak positive correlations between some of these methods, although these relationships deteriorate below certain thresholds. Accurate assessments of phage host ranges are especially important in the context of phage therapy, where treatment regimens can be designed to target specific pathogenic bacteria. Our results therefore have important implications for the future study and application of these treatments.

289

ABSTRACT

Alicia Walter - CNRS - France

Epidemiological and evolutionary consequences of periodicity in treatment coverage

A. Walter & S. Lion

CEFE, CNRS, Univ Montpellier, EPHE, IRD, Univ Paul Valéry Montpellier 3. 1919, route de Mende, Montpellier, France

Host heterogeneity is a key driver of host–pathogen dynamics. In particular, the use of treatments against infectious diseases creates variation in quality among hosts, which can have both epidemiological and evolutionary consequences. We present a general theoretical model to highlight the consequences of different imperfect treatments on pathogen prevalence and evolution. These treatments differ in their action on host and pathogen traits. In contrast with previous studies, we assume that treatment coverage can vary in time, as in seasonal or pulsed treatment strategies. We show that periodic treatment strategies can limit both disease spread and virulence evolution, depending on the type of treatment. We also introduce a new method to analytically calculate the selection gradient in periodic environments, which allows our predictions to be interpreted using the concept of reproductive value, and can be applied more generally to analyse eco-evolutionary dynamics in class-structured populations and fluctuating environments.

290

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Katharine Walter - Stanford University - US

Within-host SARS-CoV-2 diversity in longitudinally sampled patients

Katharine S. Walter, Renu Verma, Eugene Kim, Prasanna Jagannathan, UpIndiar Singh, Yvonne Maldonado, and Jason R. Andrews

Stanford School of Medicine

1Recently emergent SARS-CoV-2 lineages show evidence of increased transmissibility, higher mortality rates, and the ability to escape antibody neutralization. In a directly-transmitted pathogen like SARS-CoV-2, the ultimate source of variation is the mutational diversity arising within individuals. Although a tremendous collection of SARS-CoV-2 genomes has been sequenced, less is known about the contribution of within-host processes in global SARS-CoV- 2 evolution. To investigate the early evolutionary dynamics of SARS-CoV-2 following infection, we leveraged longitudinal samples collected from patients from three clinical trials for improving outcomes in patients with mild COVID-19. We deep sequenced SARS-COV-2 from longitudinally sampled nasal swabs and combined genomic data with detailed clinical and epidemiological information to quantify the emergence and persistence of SARS-CoV-2 diversity within individuals. In a pilot including 58 samples, we found that participant consensus SARS-CoV-2 sequences are largely conserved over five to ten days. We identified low, but measurable levels of within-host diversity and found that while the majority of within- host variants appear only in a single sample, four iSNVs were shared by more than 8% of samples (5/58 samples). While some within-host mutations are transient, many mutations persist and potentially could be transmitted onwards. Finally, in a multiple variable model, sample iSNV richness, the number of within-host variants, was not associated with days since symptom onset. Characterizing the processes shaping SARS-CoV-2 heterogeneity within individuals is critical if we are to anticipate the virus' future evolutionary trajectory and if we are to leverage within-host diversity for epidemiological inferences.

291

ABSTRACT

Lin Wang - University of Cambridge - UK

The role of antigenic and genetic diversity in driving the transmission and disease risk of dengue virus (DENV)

Lin Wang (1), Angkana Huang (2,3), Rachel Sippy (1), Richard Jarman (4), Stefan Fernandez (5), Simon Cauchemez (6), Derek Cummings (2,3), Henrik Salje (1,7)

(1) Department of Genetics, University of Cambridge, Cambridge CB2 3EH, UK. (2) Department of Biology, University of Florida, Gainesville, FL, USA. (3) Emerging Pathogens Institute, University of Florida, Gainesville, FL, USA. (4) Viral Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, MD, USA. (5) Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand. (6) Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France. (7) Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Despite the substantial global burden, DENV’s community transmission and disease risk are still not well understood. Co-circulation of four serotypes and human multiple infections increase the complexity. DENV’s infection and disease processes are driven by multiple competing factors such as the immune response caused by the interactions among pre-existing antibodies, immune memory recall, and new infecting virus. It remains unclear how to transform the DENV cases observed in hospitals and virology surveillance into the assessment of underlying infection and disease risks in the community. Bayesian models applied to long- term surveillance data can help fill this knowledge gap.

We analyzed 18,236 laboratory-confirmed secondary DENV cases collected by a Bangkok children hospital from 1990 to 2014. Infecting year, age, and severity were known for each case. Infecting serotype was available for 51.7% of cases. More than 350 different DENV strains isolated in Thailand from 1990 to 2014 were titrated using neutralization assay, which help to build a high-resolution 3D antigenic map. With these data, we developed a set of probabilistic Bayesian models to progressively incorporate the year, age, serotype, and antigenic information. We jointly inferred the yearly serotype-specific force of infection, cross- protection, temporal improvement in hospital admissions, and the disease risk given a secondary infection. Our model enables the reconstruction of the age- and serotype-specific distribution of incident cases per year. Model selection and posterior predictive check suggest that the full model incorporating all available information has the highest predictive power. Our findings have important implications for synthesizing the data from case-based and virology surveillance to assess DENV’s infection and disease risks in the community.

292

ABSTRACT

Christine Wang - North Carolina State University - US

Applying Chain Graph Models for Identifying Risk Factors for Antimicrobial Resistance among Campylobacter coli from Swine Populations

Christine A. Wang, William J. Love, Siddhartha Thakur, Cristina Lanzas

North Carolina State University

Antimicrobial resistance (AMR) is a major threat to human and animal health today, rendering once treatable infections untreatable. Although antimicrobial use is known to directly select bacterial populations that are resistant to those drugs, other important risk factors influencing the epidemiology of AMR are incompletely understood. Several complex mechanisms enable the exchange of genetic material among populations of unrelated bacteria (e.g. mobile genetic elements), thereby influencing the rise of multidrug resistant bacterial populations. Thus, resistance to an antibiotic may still arise even without using that specific antibiotic. Traditional analytical methods used in epidemiological research rely solely on generalized linear models to identify risk factors for health outcomes; however, these methods are less suitable for evaluating AMR risk factors while simultaneously accounting for the complex, non-linear dynamics of AMR selection and persistence. In this study, we utilize a multi-layered chain graph model to identify risk factors for phenotypic resistance while also accounting for potential complex genetic mechanisms underlying AMR selection and persistence. We applied this model to populations of Campylobacter coli isolated from agricultural swine herds experiencing varying degrees of antimicrobial exposure and other management practices. In addition to antimicrobial usage, we found that risk for fluoroquinolone- and macrolide-resistance differed based on biosecurity practices employed at each farm and whether animals were reared entirely indoors or outdoors. Results and computational methods from this study are applicable to human public health surveillance data and ecological datasets.

293

ABSTRACT

Tyler Washburn - University of Georgia - US

Are common misperceptions of EEID based on biases of where EEID studies are published?

Tyler J. Washburn, Lewis J. Bartlett

Center for the Ecology of Infectious Disease, University of Georgia

SARS-COV-2 framed the biology of infectious diseases in the centre of public and professional attention. Numerous ecologists, both with backgrounds in EEID and those far from EEID, considered how their work may help the pandemic response efforts. In places, a pattern emerged of ecologists calling for more involvement of their field in understanding infectious disease. For example, an opinion piece penned by Martin A. Nuñez, one of the Senior Editors for Journal of Applied Ecology, noted an ‘absence’ of disease ecology in modern ecological published and stated “Ecology is a science ready to help contribute to the solution.” in reference to pandemic spillover (British Ecological Society, The Niche, June 2020). As EEID researchers we are fully aware of where and how ecology is already thriving in this endeavour; however, certain ecologists seem unaware of our field and work, where there is a perceived absence of infectious disease ecology published in ecology journals. We investigated this phenomenon by examining sessions from 2016 / 2017 Ecological Society of America conferences and where corresponding manuscripts were published. We randomly selected abstracts from both EEID and non-EEID sessions from both conferences, attempted to locate if/where corresponding manuscripts were published, and then compared journal- type destinations. We found a lower likelihood of EEID-session papers being published in ecology-specific journals compared to a random subsample of papers located from sessions in the rest of the conferences. However, the opposite was true for EEID-session papers and broader ‘general biology’ journals, where they were overrepresented compared to other papers traced from those conferences. It is clear there may be a bias against published EEID work in ecology journals, possibly explaining perceptions of an absence of ecology in infectious disease research, although the drivers of that bias remain unclear.

294

ABSTRACT

Rachel Welicky - University of Washington - US

Parasites of the past: Ninety years of change in the abundance of parasites infecting English sole (Parophrys vetulus) of Puget Sound, USA

Rachel L. Welicky 1,2, ;Whitney C. Preisser 1; Katie L. Leslie 1; Natalie Mastick 1; Evan Fiorenza 1,3; Katherine Maslenikov 1; Luke Tornabene 1; John M. Kinsella 4; Chelsea L. Wood 1

1. School of Aquatic and Fishery Sciences, University of Washington, Seattle, WA, U.S.A. 2. Unit for Environmental Sciences and Management, North–West University, Potchefstroom, South Africa 3. Ecology and Evolutionary Biology, University of California Irvine, Irvine, CA, U.S.A. 4. HelmWest Laboratory, Missoula, Montana, U.S.A.

Are the oceans facing a “rising tide” of marine parasitism? The historical data needed to test this hypothesis are vanishingly rare, but natural history collections might allow us to reconstruct long timelines of parasite change. Using fluid-preserved fishes in the University of Washington Fish Collection, we assessed change in the abundance of parasites infecting English Sole (Parophrys vetulus; n = 109) from Puget Sound, Washington, USA over the past nine decades (1930–2019). We used generalized linear mixed models to assess how the abundance of each parasite species has changed over time. With these model results, we conducted a meta-analysis to determine whether species-level changes were consistent within broad taxonomic groupings and transmission strategies (i.e., directly transmitted versus complex life cycle). We counted more than 2500 individual parasites representing 23 distinct species/morphotypes. Twelve taxa had greater than 5% prevalence and were further examined for changes in abundance over time. Of these, nine taxa did not change in abundance over time, one taxon (a trematode metacercariae) increased, and two taxa (another trematode and an acanthocephalan) decreased. When examining for patterns within broad taxonomic groupings, nematodes, cestodes, trematodes, and leeches exhibited no change over time, while acanthocephalans declined significantly across the study period. Directly transmitted and complex life cycle parasites did not differ systematically from one another in the direction of their response over time. The diverging patterns among parasite taxa demonstrate that parasite responses to long-term ocean change are complex. The next step in our research is to assess which environmental parameters (e.g., nutrient loading, temperature) are associated with the rise and fall of parasites of Puget Sound.

295

ABSTRACT

Lauren White - AAAS Science & Technology Policy Fellow - US

A mechanistic, stigmergy model of territory formation in solitary animals: Territorial behavior can dampen disease prevalence but increase persistence

(1) Lauren A. White, (2) Sue VandeWoude, (3) Meggan E. Craft

(1) AAAS Science & Technology Policy Fellow, (2) Colorado State University, (3) University of Minnesota

Here we ask how dynamic territory formation and maintenance might contribute to disease dynamics in a territorial, solitary predator for an indirectly transmitted pathogen. We developed a mechanistic individual-based model where stigmergy—the deposition of signals into the environment (e.g., scent marking, scraping)— dictates local movement choices and long-term territory formation, but also the risk of pathogen transmission. Based on a variable importance analysis, the length of the infectious period was the single most important variable in predicting outbreak success, maximum prevalence, and outbreak duration. Host density and rate of pathogen decay were also key predictors. We found that territoriality best reduced maximum prevalence in conditions where we would otherwise expect outbreaks to be most successful: slower recovery rates (i.e., longer infectious periods) and higher conspecific densities. However, for slower pathogen decay rates, stigmergy-driven movement increased outbreak durations relative to random movement simulations. Our findings therefore support a limited version of the “territoriality benefits” hypothesis— where reduced home range overlap leads to reduced opportunities for pathogen transmission, but with the caveat that reduction in outbreak severity may increase the likelihood of pathogen persistence. For longer infectious periods and higher host densities, key trade-offs emerged between the strength of pathogen load, the strength of the stigmergy cue, and the rate at which those two quantities decayed; this finding raises interesting questions about the evolutionary nature of these competing processes and the role of possible feedbacks between parasitism and territoriality. This work also highlights the importance of considering social cues as part of the movement landscape in order to better understand the consequences of individual behaviors on population level outcomes.

296

ABSTRACT

Nayantara Wijayanandana - London School of Hygiene and Tropical Medicine - UK

Detection of spatio-temporal heterogeneity of dengue incidence in Colombo city, Sri Lanka : an assessment of urban risk factors and drivers using point process spatial modelling

Nayantara Wijayanandana1, Jorge Cano Ortega1, Ruwan Wijayamuni2, Hasitha Tissera3, Christian Bottomley1, Henrik Salje4 & Neal Alexander1

Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom Public Health Department, Colombo Municipal Council, Colombo, Sri Lanka 3 Epidemiology Unit, Ministry of Health, Colombo, Sri Lanka 4 Pathogen Dynamics Group, Department of Genetics, Cambridge University, Cambridge, United Kingdom

1Colombo, the capital of Sri Lanka, is densly populated with a population of 752,993 and an area of 37km2 and has varied residential land use. Endemic for dengue transmission with two seasonal peaks, it has the highest yearly burden of dengue in the country. The study aim was to describe the spatio-temporal heterogeneity of dengue within the city at a high resolution and relate this to ecological risk covariates of population density, type of residential area and residential density, land use, and proximity to known vector breeding risk sites such as construction, markets, and schools. Additional focus was on how the built environment and land use changes relate to dengue incidence.As part of their dengue surveillance and control system, the Colombo Municipal Council records the location of confirmed cases in Colombo city to pinpoint areas of high incidence and to administer vector control measures. Spatio-temporal analysis of individual confirmed geolocated dengue cases was done for the period 2010-2016 using point pattern analysis methods to develop a spatially continous map of disease risk. A point process model was fitted using Integrated Nested Laplace approximation (INLA) with the R-INLA package. The model estimated dengue incidence (case counts with a population offset) at 100m x 100 m x month grids and was used to estimate risk across the city. The analysis highlighted that there was persistent high incidence in certain areas of the city.These findings will help the dengue control program target its activities and inform control.

297

ABSTRACT

Richard AJ Williams - Complutense University Madrid - Spain

Molecular identification of papillomavirus in Swedish birds

Richard AJ Williams1*, Conny Tolf2, Jenny Olofsson2, Jonas Waldenström2

1 Department of Genetics, Physiology and Microbiology, Faculty of Biology, Complutense University, Madrid, Spain; 2 Center for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Kalmar, Sweden

Papillomaviruses (Papillomaviridae) infect a broad range of vertebrate species, including mammals, birds, reptiles, and fish species. Some strains of mammalian papillomaviruses are Oncogenic, e.g., HPV16 can cause cervical cancer. Papillomavirus has been documented to cause severe cutaneous and respiratory disease in several bird species. In chaffinches, it can cause extensive cutaneous tumours on the legs and feet. Chaffinch papillomavirus (FcPV1) has a reported prevalence of 1.3%.

We examined 6912 wild birds of 74 species at Ottenby Bird Observatory, Sweden, in autumn, 2016. We collected cloacal, oral, and skin swabs from six birds that displayed clinical signs of cutaneous papillomavirus, and 213 individuals, of 28 species, with no clinical signs of infection. We also collected small tissue biopsies from three of the infected birds. A total of 567 samples were screened using a newly designed real-time PCR. 24 positive samples (4.2%) were amplified from 17 individuals (8.0%) using traditional PCR and sequenced. Sequences were obtained from six chaffinches, nine great tits, one dunnock and one goldcrest. Five of the papillomavirus positive birds (four chaffinches and one dunnock) showed clinical signs of infection; 12 birds were apparently healthy. Twenty-three 394 bp sequences were identical to the previously published FcPV1 genome. A novel genotype, with 69% identity to the first, was recovered from the beak of one chaffinch. Both genotypes were recovered from a chaffinch that was repeat-sampled three times during a 22-day period. Two individuals, the chaffinch with two papillomaviruses, and the dunnock were also positive for infection with avian poxvirus. FcPV1 was detected in three bird species for the first time, however, clinical signs of infection were not apparent.

298

ABSTRACT

Cali Wilson - University of Georgia - US

Urbanization, food provisioning, and transmission-relevant behaviors in Florida white ibis

Cali A. Wilson, Julia N. Weil, Sonia M. Hernandez, Sonia Altizer, Richard J. Hall

1. Cali A. Wilson- Odum School of Ecology, University of Georgia; Center for the Ecology of Infectious Diseases, University of Georgia; 2. Julia N. Weil- Odum School of Ecology, University of Georgia; 3. Sonia M. Hernandez- Warnell School of Forestry and Natural Resources, University of Georgia; Southeastern Cooperative Wildlife Disease Study, College of Veterinary Medicine, University of Georgia; 4. Sonia Altizer- Odum School of Ecology, University of Georgia; Center for the Ecology of Infectious Diseases, University of Georgia; 5. Richard Hall- Odum School of Ecology, University of Georgia; Center for the Ecology of Infectious Diseases, University of Georgia; Department of Infectious Disease, University of Georgia;

As urban areas expand and natural habitats shrink, many wildlife species have shifted into cities. In urban areas, animals often aggregate at higher density, move less, encounter anthropogenic stressors, and alter their diets by consuming human-provided food, all of which can affect the transmission of infectious diseases. American white ibis (Eudocimus albus) in South Florida are well-suited for studying the consequences of urbanization on pathogen transmission. Ibis naturally reside in wetlands but now commonly forage in urban parks and consume human-provided food. In this study, we investigate how transmission- relevant ibis behaviors change between urban and natural sites, across urban sites along a gradient of provisioning, and when urban ibis are fed. We find that ibis in urban parks spent less time actively foraging relative to those in natural wetlands. Within urban sites, foraging, preening, and vigilance behaviors differed across the sites observed. Ibis at two urban sites foraged less, on average, than those at other sites, but spent significantly more time preening or being vigilant. Lastly, during feeding intervals, ibis density increased by over 20 times each time food was thrown. These results suggest that urbanization and provisioning alter wildlife behavior in ways that can influence exposure to parasites. Specifically, in ibis, food provisioning can increase local density and contact rates for transmission of directly- transmitted parasites, while decreasing exposure to environmentally-transmitted parasites due to lower active foraging time. Further studies of how urbanization and recreational feeding influences wildlife behavior can inform management strategies to benefit both wildlife and human health.

299

ABSTRACT

Janna Wülbern - Christian-Albrechts-Universität zu Kiel - Germany

Predation by Bdellovibrio and like organisms (BALOs) to drive microbiome diversity

Janna Wülbern

Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universität zu Kiel

Host fitness is closely correlated with the presence of a stable and species-rich microbial community. A shift in the microbial community structure toward dysbiosis might lead to overrepresentation of certain (harmful) taxa and cause diseases. According to ecological theory, the structure of a population (alpha-diversity) is shaped by competition and predation from organisms of higher tropic levels. The so far neglected and understudied Bdellovibrio and like organisms (BALOs) are obligate predators of Gram-negative bacteria. These microbes represent an intermediate trophic level in microbial communities; they predate other bacteria but are susceptible to ingestion by protists. BALOs have been shown to function as key predators, directly shaping microbial communities by driving susceptible strains to extinction and thereby allowing less dominant strains to reach higher cell densities. However, a direct relationship between the presence of BALOs and the increase in microbe diversity can only be determined in controlled laboratory experiments using a suitable host, such as the nematode Caenorhabditis elegans. Thus, I will investigate the probiotic potential of BALOs in establishing and maintaining a diverse microbiota with a positive impact on host fitness. In doing so, I will investigate their potential to promote microbial diversity and affect the community composition in the natural microbiota of C. elegans. Further I will assess the effect of BALO presence on C. elegans’ host fitness and community stability upon exposure to pathogens. In conclusion, during the course of my PhD, I aim to improve our understanding of the functional consequences of microbial community dynamics in the presence of bacterial predators (BALOs).

300

ABSTRACT

Claudia Wyer - Imperial College London - UK

Experimental evolution reveals the genetic architecture of sexual selection in the Yellow Fever mosquito Aedes aegypti

Claudia Wyer, Brian Hollis, Lauren Cator

Imperial College London

Aedes aegypti is an important vector of several human pathogens such as dengue, Zika and chikungunya. Ae. aegypti mating systems are characterized by female choice and male scramble competition in aerial swarms, however the traits associated with male mating success are unknown. Identifying the determinants of male mating success is key for the successful mass-release of males for reproductive control strategies and for developing novel control methods targeting mosquito reproductive behaviour.

In this study, laboratory populations of Ae. aegypti were evolved with and without mate competition, and therefore sexual selection, for 5 generations. Pooled whole-genome sequencing analysis revealed a genome-wide response to the selective regimes. Moreover, the absence of mate competition led to a greater genetic divergence from the ancestral field population. We also report significant enrichment for genes with chemosensory function in high and moderate impact SNPs that diverge between sexual selection regimes.

Our findings demonstrate the importance of maintaining sexual selection in laboratory populations of Ae. aegypti for retaining genetic similarity to field populations. Further, we identify several candidate genes, some encoding sensory receptors of chemical stimuli, which have a putative role in male mating success.

301

ABSTRACT

Siyang Xia - Harvard T.H. Chan School of Public Health - US

Assessing the effects of measles infection on childhood infectious disease mortality in Brazil and early US

Siyang Xia (1), Cricket C. Gullickson (2), C. Jessica E. Metcalf (2,3), Bryan T. Grenfell (2,3), Michael J. Mina (1,4)

(1) Department of Epidemiology, Harvard T.H. Chan School of Public Health; (2) Department of Ecology and Evolutionary Biology, Princeton University; (3) Woodrow Wilson School of Public and International Affairs, Princeton University; (4) Department of Pathology at Brigham and Women’s Hospital, Harvard Medical School

Despite an effective vaccine, measles infections remain a public health concern globally, causing hundreds of thousands of deaths each year, predominately in children. A danger of measles infection stems from its facilitation of other infections. By damaging preexisting immunological memory through the infection of immune memory B, T, and plasma cells, the measles virus causes “immune amnesia” that increases one’s susceptibility to other infections, potentially for years. This effect can lead to a positive association between measles and other infectious diseases in epidemiological records. Examining this hypothesis in distinct settings could help evaluate measles’ contribution to childhood infectious disease burdens. Here, we analyzed the annual mortality of children age 1-9 in Brazil from 1980 to 1995 and children age 1-4 in the U.S. from 1921 to 1937. In Brazil, linear regressions between annual non- measles infectious disease mortality (e.g., respiratory and diarrheal diseases) and measles mortality showed a high correlation (R2=0.944). This correlation could be confounded by a general decrease of all-cause mortality across years that reflects overall improvements in healthcare. To control that, we 1) modeled the time trends using change-point analyses and extracted residuals of mortality (i.e., “detrending”), and 2) calculated mortality differences between every two consecutive years (i.e., “difference”). With both methods, in Brazil, measles mortality remained significantly positively correlated with non-measles mortality (detrending R2=0.523, difference R2=0.700). Similar results were also observed separately in São Paulo and Rio de Janeiro. In the U.S., although original mortality data showed a low correlation (R2=0.089), removing time trends revealed significant correlations between measles and non-measles mortality (detrending R2=0.304, difference R2=0.459). These results support that measles dynamics partially drove the variations of other infections, and emphasize the disproportionate benefits of measles vaccination in reducing childhood infectious disease mortality.

302

ABSTRACT

Jingjing Xu - University of Alberta - Canada

Spatially-explicit reproduction number of chronic wasting disease in deer populations

Jingjing Xu, Evelyn Merrill, Mark Lewis

Department of Mathematical and Statistical Sciences & Department of Biological Sciences, University of Alberta

Chronic wasting disease (CWD) is a prion-based transmissible spongiform encephalopathy in deer species (cervids) that results in 100% mortality. It poses a threat to cervid populations and the local ecological and economic communities that depend on them. Although empirical studies have shown that host social grouping, home range overlap, and male dispersal are essential in the disease spread, few mechanistic models explicitly consider those factors. We present a spatio-temporal, differential equation model in 2D space for CWD spread. This model includes direct and environmental transmission for an age-structured population where vital rates are influenced by CWD infection, and spatial grouping, differential home range sizes, and habitat preferences that change with the season. We present how the reproduction number of chronic wasting disease responds to resource distribution, vital rates, and epidemiological parameters. We will use this framework to assess demographic and spatial harvesting strategies in the future.

303

ABSTRACT

Dylan Yaffy - Royal Veterinary College - UK

Transmission Dynamics Of Highly Pathogenic Avian Influenza Among Multiple Waterfowl Species And Poultry: The Impact Of Migration Timing

Dylan Yaffy, Marina Pavlak, Rachel Jennings, Wendy Beauvais, Renata Ivanek

(DY) Department of Pathobiology and Population Sciences, Royal Veterinary College, University of London, United Kingdom, (MP) Veterinary Faculty, University of Zagreb, Croatia, (RJ, RI) Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, USA, (WB) Department of Comparative Pathobiology, Purdue University College of Veterinary Medicine, USA

Outbreaks of highly pathogenic avian influenza (HPAI) pose a risk to human health and increase the probability of epidemics comparable to that of the 2016/2017 H5N8, European epidemic. The objective of this study is to evaluate the impact of waterfowl migration timing on the transmission dynamics of HPAI among wild birds and (backyard) poultry farms at wetland regions in Croatia, to provide real-time outbreak risk assessments.

Under a simplifying assumption of homogenous mixing of waterfowl and the direct bird-to- bird spread of the infection, we used ordinary differential equations (ODEs) and a modified Susceptible-Infected-Recovered (SIR) compartmental structure to model transmission of HPAI among wild birds and domestic poultry. The modelled populations include backyard poultry farms, mute swans (Cygnus olor), a sentinel species for HPAI outbreaks, and 2 distinct, migratory, and non-migratory (resident), mallard populations (Anas platyrhynchos), which are asymptomatic carriers of HPAI. A Monte Carlo sensitivity analysis simulated 100,000 iterations of the ODE model to assess the influence of parameters on the number of HPAI-induced mortalities in wild birds and infected poultry farms. Lastly, a partial rank correlation coefficient (PRCC) was used to measure the association of each parameter with the model output, individually.

The preliminary results suggest there is a strong, positive correlation between the duration of migratory bird overlap and the cumulative number of HPAI induced deaths of wild birds and infected backyard poultry farms. The PRCC supports these results in all 4 populations.

This model can be implemented into Croatian-based HPAI risk assessments, contributing to annual risk-based control strategies. Future work will add spring migration into the model followed by model validation. Due to the uncertainties surrounding the next strain of HPAI, and where, when and by whom it will be introduced, strategies of how to focus surveillance efforts are of utmost importance.

304

ABSTRACT

Hao Yiu - University of Maryland, College Park - US

Drivers of copy number variation in adaptive immune receptor V gene families of the great apes

Hao H Yiu, Philip LF Johnson

University of Maryland, College Park

The vertebrate adaptive immune system uses a repertoire of immune receptors generated by somatic recombination of genes to recognize diverse antigens. These genes evolved through duplication, deletion, and diversification, resulting in gene families showing copy number and allelic variation which enhances the diversity of the immune repertoire. The variable (V) genes of the immunoglobulin (IGHV) and T cell receptor beta (TRBV) loci contribute the bulk of antigen specificity to their respective receptors. High polymorphism of many immune genes may have been driven by pathogen-mediated selection and co-evolution with endemic pathogens, however, the germline evolution of the IGHV and TRBV loci remain understudied in part due to difficulties in distinguishing between orthologs and paralogs. Here we investigate the evolutionary history of these gene families throughout the great ape phylogeny using a combination of data from human immune-focused sequencing projects and whole genome shotgun sequencing from the Great Apes Genome Project. We assess both within- and between- species diversity and estimate rates of V gene family expansion. Considering the extensive within-genome diversity, we observe surprisingly modest differences between different populations of the same species and between the great ape species. While most V gene families in the great apes expanded or contracted without signatures of selection, we find limited evidence of selection driving a Nigerian Chimpanzee-specific expansion of several IGHV and TRBV gene families. Together, these results suggest that pathogen selection pressure has played only a limited role in the on-going evolution of germline V gene loci, despite their key role in vertebrate adaptive immunity.

305

ABSTRACT

Danae Zeballos Gross - Andres Bello University - Chili

The role of gulls as reservoirs of antibiotic resistance in aquatic environments: a scoping review

Danae Zeballos-Gross, Zulma Rojas-Sereno, Marília Salgado-Caxito, Patricia Poeta, Carmen Torres, Julio A. Benavides

Andres Bello University

The role of wildlife with long-range dispersal such as gulls in the global dissemination of antimicrobial resistance (AMR) across natural and anthropogenic aquatic environments remains poorly understood. Antimicrobial-resistant bacteria have been detected in resident and migratory gulls worldwide for more than a decade, suggesting gulls as either sentinel of AMR pollution from anthropogenic sources and/or Indiapendent reservoirs that could maintain and disperse AMR across aquatic environments. However, confirming either of these roles remains challenging and incomplete. In this work, we summarized the global dissemination of AMR in gulls, the genetic mechanisms behind this dissemination, and the available evidence suggesting gulls as reservoirs of antibiotic-resistant bacteria and/or antibiotic-resistance genes. We identified 90 studies focusing on AMR in gulls from all continents but mostly in high-income countries. Studies included 23 out of 100 gull species, 49 bacteria species (mainly Escherichia coli and Salmonella spp.), and 13 bacteria classified as critical priority for human health. Despite many studies focusing on AMR in gulls, most studies did not identify the source of AMR, few studies compared bacteria isolated in gulls with another wild or domestic species, and only two studies performed longitudinal sampling to assess the maintenance and dispersion of AMR by gulls within and across regions. We suggest future research required to confirm the role of gulls in the global dispersion of AMR including the standardization of sampling protocols, longitudinal sampling using advanced satellite tracking, and whole-genome sequencing typing.

306

FULL PARTICIPANT LIST

307

NAME SURNAME AFFILIATION COUNTRY Jessie Abbate Geomatys/UMI TransVIHMI /The GRAPH Network FRANCE Vitoria Abreu Ruozzi Oakland University US Kervens Accilien University of Kansas US Melissa Ackerman US Department of Agriculture US Lauren Adams Warwick University UK Janvi Ahuja University of Oxford UK Kristen Aiemjoy Stanford University US Tuomas Aivelo University of Helsinki FINLAND OLUWASEUN DAVID AJILEYE Federal University of Technology Akure NIGERIA Assel Akhmetova University of Glasgow UK Global Health Program, National Taiwan University College of Public Andrei Akhmetzhanov TAIWAN Health Zahra Al lawati FAU GERMANY Greg Albery Georgetown University US Laura Alexander UC Berkeley US Helen Alexander University of Edinburgh UK Maazah Ali University of Nottingham UK Bryony Allen University of Liverpool & ZSL UK Brent Allman Emory University US Ellinor Alseth University of Exeter UK Mahdi Aminikhah University of Oulu FINLAND Caroline Amoroso University of Virginia US Maria Luiza Andreani Univesity of Campinas BRAZIL Soa Fy Andriamandimby Institut Pasteur de MADAGASCAR MADAGASCAR Daniela Angulo La Salle University COLOMBIA Shaleen Angwenyi University of Bristol KENYA Aparajita Aparajita IISER Mohali INDIA Andres Aranda-Diaz University of California, San Francisco US Lucas Federico Arce University of Buenos Aires ARGENTINA Kimberly Archbold University of Georgia US Louise Archer University of Toronto CANADA Phil Arevalo University of Chicago US Sophie Armitage Freie Universität Berlin GERMANY Callum Arnold Pennsylvania State University US Kaylee Arnold University of Georgia US Caroline ASH Science magazine UK Ben Ashby University of Bath UK NATIONAL ANIMAL HEALTH DIAGNOSTIC & INVESTIGATION CENTER FASIL ASRES ETHIOPIA (NAHDIC) Vania Regina Assis University of Sao Paulo BRAZIL Büsra Atamer Balkan Wageningen University and Research THE NETHERLANDS Harriet Auty University of Glasgow UK National Institute for Public Health and the Environment, RIVM. Tal Azagi Academic Medical Center, AMC Rashmi B MAHE INDIA Simon Babayan University of Glasgow UK Talia Backman University of Utah US Sumali Bajaj University of Oxford UK Emmanuel Afolabi BAKARE Federal University Oye Ekiti, Ekiti State NIGERIA Rachel Baker Princeton University US Kevin Bakker University of Michigan US Julian Bakker Wageningen university THE NETHERLANDS Daniel Balaz University of Edinburgh UK Susan Balenger University of Mississippi US Rowan Bancroft University of Edinburgh UK Nitin Bansal University of Nebraska-Lincoln US Shweta Bansal Georgetown Univeristy US Anne-Laure Banuls IRD FRANCE Zoe Barandongo University of Wisconsin-Madison US Kelsee Baranowski Penn State University US Camilo Barbosa University of Michigan US Karla Tatiana Barcenas Barreto Dept. of Biological Sciences, Faculty of Science, University of Calgary CANADA Amélie BARDIL CNRS FRANCE Rosanna Barnard London School of Hygiene & Tropical Medicine UK Leslie Barnard-Booth EvoLive US Seth Barribeau University of Liverpool UK Lewis Bartlett University of Georgia US Laura Bashor Colorado State University US Andrew Basinski University of Idaho US Aabeer Basu IISER Mohali INDIA 308

Arnaud Bataille CIRAD FRANCE FIONA BAUDINO UNIVERSITE DE LA REUNION FRANCE Noémie Becker Ludwig-Maximilians-Universität München GERMANY Alex Becker Stanford US Lindsay Beck-Johnson Colorado State University US Sophie Belman Wellcome Sanger Institute/University of Cambridge UK Julio Benavides Universidad Andres Bello CHILE Thomas BENETEAU MIVEGEC, Montpellier FRANCE Wakinyan Benhamou Centre d'Écologie Fonctionnelle et Évolutive (CEFE) FRANCE Yassine BENSERIDA University of Tlemcen ALGERIA Ana Bento Indiana University US Laura Bergner University of Glasgow UK Nita Bharti Penn State University US Deepit Bhatia PSU US Deepit Bhatia Penn State University US Amrita Bhattacharya Pennsylvania State University US Biswajit Bhowmick Hainan University CHINA Roman Biek University of Glasgow UK Zane Billings University of Georgia US Lucy Binsted University of Edinburgh UK Ottar Bjornstad Pennsylvania State University US Lizzie Blackmore UCLA US Alexandre Blake Penn State University US Stéphane Blanc INRAE FRANCE Francois Blanquart CNRS FRANCE Magda Bletsa KU Leuven BELGIUM Manon Blin University of Perpignan Via Domitia FRANCE Marcus Blum University of Nevada, Reno US Christophe Boëte IRD FRANCE Benjamin Bolker McMaster University CANADA Kirsty Bolton University of Nottingham UK Camille Bonneaud University of Exeter UK Lisa Bono Emory University US Mike Boots UC Berkeley US Rebecca Borchering Pennsylvania State University US German Botto Nuñez Universidad de la República URUGUAY Thierry Boulinier CNRS FRANCE Denis Bourguet INRAe-CBGP FRANCE Katherine Bowman Ohio State University US Lynda Bradley Emory University US Ellen Brandell University of Wisconsin US Tobias Brett University of Georgia US Liam Brierley University of Liverpool UK Michael Briga University of Turku FINLAND Cherie Briggs University of California, Santa Barbara US Ilze Brila Ecology and Genetics Unit, University of Oulu FINLAND Seth Bromagen Rutgers university US Bieneke Bron Wageningen University & Research THE NETHERLANDS Cara Brook UC Berkeley US Héléne Broutin CNRS FRANCE Joel Brown Biology Centre of the Czech Academy of Sciences CZECH REPUBLIC Springer Browne USDA US Tenley Brownwright Penn State University US Kirstyn Brunker University of Glasgow UK Emily Bruns University of Maryland US Kate Bubar University of Colorado Boulder US Julia Buck University of North Carolina Wilmington US Lydia Buckingham University of Bath UK Elizabeth Buckles Cornell University US Emma Bueren Virginia Tech US Mahal Bugay Washington University in St. Louis US Hernán Burbano University College London UK Mary Bushman Harvard University US Hernan CACERES IUCN-RVC FRANCE olga Calatayud University of Glasgow SPAIN Johan Calderon Universidad de los Andes PERU Kimberly Calloway NPAIHB US Leonor N. Camacho Sillero Agencia de Medio Ambiente y Agua SPAIN Kathryn Campbell University of Glasgow UK Instituto de Ecología, Genética y Evolución de Buenos Diego Caraballo ARGENTINA Aires/Universidad de Buenos Aires Olivia Card Columbia University US 309

Pablo Cárdenas Massachusetts Institute of Technology US Eduardo Carlos Costantin Universidade Federal de Viçosa (UFV) BRAZIL Colin Carlson Georgetown University US Spencer Carran FDA US Paola Carrillo-Bustamante Max Planck for Infection Biology GERMANY Jaime Cascante-Vega Columbia University COLOMBIA Isabella Cattadori The Pennsylvania State University US Hélène Cecilia INRAE FRANCE Kristina Ceres Cornell University US Matthieu chabannes CIRAD FRANCE Estelle Chabanol Institut Pasteur de la Guyane FRANCE Hélène Chabas ETH Zürich SWITZERLAND YUNG WAI CHAN London School of Hygiene & Tropical Medicine UK Nathalie Charbonnel INRAE FRANCE Guillaume Charriere UMR 5244 IHPE FRANCE Yi-Ning Chen Chung Yuan Christian University TAIWAN Yuyang Chen Beijing normal university CHINA Renwei Chen University of California Santa Barbara US Emira CHERIF IRD/ISEM FRANCE Anne Chevallereau INSERM FRANCE Germain Chevignon Ifremer FRANCE Marissa Childs Stanford University US Lauren Childs Virginia Tech US Rémi Choquet CNRS FRANCE HYUNJUNG CHUNG University of Connecticut US Carrie Cizauskas None US David Clark University of Pittsburgh US Patrick Clarke USDA-APHIS US Sarah Cleaveland University of Glasgow UK Claudine Cloete Etosha Ecological Institute Namibie Sarah Cobey University of Chicago US Lauren Cody Cornell University US Lily Cohen Viral Emergence Consortium US Jamie Cohen Institute for Disease Modeling US Melissa Collier Georgetown University US Matthew Combs Columbia University US Laura Cooper Imperial College London UK Oscar Cortés Azuero University of Cambridge UK Michael Cortez Florida State University US Céline Cosseau IHPE - university of perpignan FRANCE Lisa Couper Stanford University US Caitlin Cox University of California Los Angeles US Meggan Craft University of Minnesota US Justin Critchlow Vanderbilt University US Paul Cross US Geological Survey US Gábor Á. Czirják Leibniz Institute for Zoo and Wildlife Research GERMANY Peter Czuppon University of Münster GERMANY Nsa Dada Mosquito Microbiome Consortium NORWAY Tad Dallas Louisiana State University US Luc Dantan Univerversité de Perpignan Via Domitia FRANCE Isabelle Darboux INRAE FRANCE Dave Daversa University of California, Los Angeles US Troy Day Queen's University CANADA Jaap de Roode Emory University US Mariken de Wit Wageningen University THE NETHERLANDS Andrew Dean University of Liverpool UK Florence Débarre CNRS FRANCE Dominika Dec Peevey Pennsylvania State University US Veronique DECROOCQ INRAE UMR BFP FRANCE Jessica Deere University of Minnesota US Agata Delnicka University of Edinburgh UK Delphine Destoumieux-GarzonCNRS, IHPE FRANCE André Dhondt Lab of Ornithology, Cornell University US Ousmane Diao UCLouvain BELGIUM Ramsès Didjou-Demasse IRD FRANCE Andy Dobson Princeton University US Amélie Dolfi University Madison Wisconsin US Patricia Dorn Loyola University New Orleans US Daniel Dornan Universal of Aberdeen UK Philippe Douchet CNRS FRANCE Alexander Downie Princeton University US John Drake University of Georgia US Florence Droguet CNRS FRANCE 310

Zhanwei Du University of Hong Kong SAR HONG KONG Louis du Plessis University of Oxford UK jeremy dubrulle Université de la Réunion FRANCE Dylan Duchen Johns Hopkins Bloomberg School of Public Health US Siobain Duffy Rutgers University US Alison Duncan CNRS FRANCE Jenny Dunn University of Lincoln UK Emily Durkin University of Kentucky US Rowan Durrant University of Glasgow UK David Duval IHPE UPVD FRANCE Angela Early Broad Institute US David Earn McMaster University CANADA Gillian Eastwood Virginia Polytechnic Institute and State University US Helen Eaton The Royal Society UK Jenalle Eck University of Zurich SWITZERLAND Seth Edmunds Indiana University US Bret Elderd Louisiana State University US Andreas Eleftheriou University of Montana US Baptiste Elie Université Montpellier CNRS IRD FRANCE Mary Ellard-Ivey Pacific Lutheran University US Akira Endo London School of Hygiene & Tropical Medicine UK Diana Erazo Universidad de los Andes COLOMBIA Diana Erazo Université libre de Bruxelles BELGIUM María Escobar-González Universitat Autónoma de Barcelona SPAIN Evan Eskew Pacific Lutheran University US Luis Roger Esquivel Gomez Max Planck Institute for the Science of Human History GERMANY Michelle Evans Institut de Recherche pour le Développement FRANCE Dianah Ewaga Namibia Field Epidemiology and Laboratory Training Program NAMIBIA Anna Fagre Colorado State University US Sara Faiad University of Washington US Caylee Falvo Montana State University US Yi-Chin Fan National Taiwan University TAIWAN Maria Cecilia Fantozzi Universidad Nacional del Litoral. CONICET ARGENTINA Johannah Farner Stanford University US Maxwell Farrell University of Toronto CANADA Amir Hossein FARTASH inp FRANCE Christina Faust Penn State University US Lindsey Faw Virginia Tech US Michelle Fearon University of Michigan US Jonathan Fenn University of Nottingham UK Andy Fenton University of Liverpool UK Elaine Ferguson University of Glasgow UK Adam Ferguson Field Museum of Natural History US Pilar Fernandez Washington State University US Martina Ferraguti University of Amsterdam, IBED THE NETHERLANDS Matthew Ferrari Penn State US INTA (National Institute of Agricultural Technology), Institute of Carola Ferreccio ARGENTINA Virology. Francisco Ferreira Rutgers University US Elisabeth Fichet-Calvet Bernhard-Nocht Institute for Tropical Medicine GERMANY Marlin Figgins University of Washington US Emilie Finch London School of Hygiene and Tropical Medicine UK Robert Finn University of North Carolina at Wilmington US Stefan Flasche LSHTM UK Ron Flatau Ben Gurion university ISRAEL Kristian Forbes University of Arkansas US Taya Forde University of Glasgow UK Grant Foster Louisiana State University US Quinn Fox Washington University in St. Louis US Tyler Frailie Indiana University US Camila Franca Harvard School of Public Health US Sarah François University of Oxford UK Hollie French University of Glasgow UK Rebecca Frey USDA APHIS Veterinary Services US WEN FU Institut Pierre Louis d'Epidémiologie et de Santé Publique (IPLESP) FRANCE NURUL FUANDILA Montpellier university FRANCE Lauren Fuess Texas State University US Tak Fung National University of Singapore SINGAPORE Yuki Furuse Kyoto University JAPAN Pranavathiyani G Pondicherry University INDIA Sara Gagliardi Université de Neuchâtel SWITZERLAND Roderick Gagne University of Pennsylvania US 311

Damien Gailly University of Liege BELGIUM David Galeana Universidad Nacional Autonoma de Mexico MEXICO MARINA Galvão BUENO Fiocruz BRAZIL Amandine Gamble University of California Los Angeles US Sylvain Gandon CNRS FRANCE Billy Gardner University of California - Santa Cruz US Romain Garnier N/A GERMANY Jordan Gass University of Nevada, Reno US Camille Gauliard CNRS FRANCE Janan Gawra UMR 5244 IHPE/Université de Perpignan Via Domitia FRANCE Luis Yobani Gayosso Rosales Colegio de Postgraduados MEXICO Yang Ge The University of Georgia US Alyssa Gehman Hakai Institute, UBC CANADA Anecia Gentles University of Georgia US Inna Gerlovina UCSF US Bruno Ghersi University of California Davis US Rory Gibb London School of Hygiene and Tropical Medicine UK Amanda Gibson University of Virginia US Marie Gilbertson University of Wisconsin–Madison US Kendra Gilbertson Colorado State University US Thomas Gillespie Emory University US Kenneth Gilliland University of California, Santa Barbara US Emma Gillingham Public Health England UK Caroline Glidden Stanford University US Deven Gokhale University of Georgia US Benjamin Golas Colorado State University US Susannah Gold Imperial College London UK Amy Goldberg Duke University US Pedro Gomez CEBAS-CSIC SPAIN Lina Gonzalez University of Edinburgh UK Camila González Universidad de los Andess COLOMBIA Norma Lorena González Arvizu Universidad Nacional Autónoma de México - UNAM MEXICO Penelope Gorton Public Health Agency of CANADA CANADA Katelyn Gostic University of Chicago US Nicole Gottdenker University of Georgia US benjamin Gourbal university of Perpignan FRANCE Andrea Graham Princeton University US Tobias Gräßle Robert Koch-Institut GERMANY Jennifer Grauer Cornell University US Department of Ecology, Evolution and Environmental Biology; Nichar Gregory US Columbia University Megan Greischar Cornell University US Quentin Griette Université de Bordeaux FRANCE Megan Griffiths MRC-University of Glasgow CVR UK Alexander Grimaudo Virginia Tech US Christoph Grunau IHPE FRANCE Rita Grunberg UNC US Thomas Guillemaud INRAe-Institut Sphia Agrobiotech FRANCE Martin Guillemet Université de Montpellier - CEFE FRANCE Claire Guinat ETH Zurich SWITZERLAND Christian Gunning University of Georgia US Fangfang Guo NC State US Natalia Guschinskaya University of Angers, IRHS FRANCE Jeremy Gutierrez Cornell University US Jessica Hall University of Edinburgh UK Richard Hall University of Georgia US Jo Halliday University of Glasgow UK Marco Hamins-Puertolas North Carolina State University US Charlotte Hammer THL FINLAND Barbara Han Cary Institute of Ecosystem Studies US Andreas Handel University of Georgia US John Hanley University of Vermont US Mallory Harris Stanford US Emma Harris Colorado State University US Hanna Hartikainen University of Nottingham UK James Hassell Smithsonian US James Hay Harvard University US Maryam Hayati University of Michigan US Qixin He Purdue University US Eugenie Hebrard IRD FRANCE Tobias Hector University of Oxford UK 312

Boston University / National Emerging Infectious Diseases Baylee Heiden US Laboratories Lucy Henshall University of Aberdeen UK Josh Herbeck Institute for Disease Modeling US Alejandra Herbert Mainero Edinburgh university UK Luis Enrique Hernandez Castro University of Edinburgh UK Esteban Hernandez Vargas UNAM MEXICO Jose Herrera The Pennsylvania State University US María Fernanda Herrera-Saldívar Universidad Autónoma de Nuevo León MEXICO Catherine Herzog Pennsylvania State University US Sarah Hesse University of Virginia US Antonia Hilbig University of Glasgow UK Edward Hill University of Warwick UK Alison Hill Johns Hopkins University US Sam Hillman University of Edinburgh UK Kelvin Ho National Parks Board SINGAPORE Kim Hoang University of Oxford UK UMR Processus Infectieux en Milieu Insulaire Tropical (CNRS 9192, Axel Hoarau FRANCE INSERM 1187, IRD 249) - Université de La Réunion Michael Hochberg University of Montpellier FRANCE Samantha Hoff University at Albany US Amber Gigi Hoi University of Toronto CANADA Lauren Holian Louisiana State University US Inga Holmdahl Harvard TH Chan School of Public Health US Skylar Hopkins NCSU US Patrick Hoscheit INRAE FRANCE Emily Howerton Pennsylvania State University US Bethany Hoye University of Wollongong AUSTRALIA Steen Hoyer Rutgers University US Juliana Hoyos University of Georgia US Joseph Hoyt Virginia Tech US Yen-Hua Huang University of Wisconsin-Madison US Wei Huang University of Edinburgh UK Peter Hudson Penn State Uniersity US Ellen Hughes University of Glasgow UK Joseph Hughes MRC-University of Glasgow Centre for Virus Research UK Simon Hunter-Barnett University of Liverpool UK Paul Hurtado University of Nevada, Reno US Roberta Hutton Princeton University US Igor Iatsenko Max Planck Institute for Infection Biology GERMANY Ryan Imrie University of Exeter UK Julie Isaïa Université de Lausanne SWITZERLAND Shariful Islam EcoHealth Alliance BANGLADESH Ariful Islam EcoHealth Alliance BANGLADESH Nicholas Ivers University of Texas at Austin US Elliot Jackson Cornell University US Maude Jacquot Ifremer FRANCE Yalda Jafari LSHTM UK Mikael Jagan McMaster University CANADA Jodie Jawor National Science Foundation US MELANIE JEANNEAU CNRS FRANCE Brook Jensen Arizona State University US Youngseo Jeong University of Toronto CANADA Raina Jia University of Cambridge UK Juliana Jiranek University of Virginia US Brianna Johnson Utah State University US Devin Jones Montana State University US Hulda Jonsdottir Spiez Laboratory SWITZERLAND Leah Joyce University of Montana US Sung-mok Jung Kyoto University School of Public Health JAPAN Pallavi Kache Columbia University US Alyssa Kaganer Cornell University US Macy Kailing Virginia Tech US Morgan Kain Stanford University US Johnathan Kaiser FYR Diagnostics US Eva Kallio University of Jyväskylä FINLAND Oliver Kaltz CNRS FRANCE Maureen Kamau Smithsonian Institute KENYA Israel Kates Emory university US Tatum Katz University of California, Santa Barbara US Kayla Kauffman Duke US Shaun Keegan University of Glasgow UK 313

Nick Keiser University of Florida US Moira Kelly Ghent university BELGIUM Michelle Kendall University of Warwick UK David Kennedy Penn State University US Lenora Kepler North Carolina State University US Douglas Kerlin Griffith University AUSTRALIA Jenni Kesaniemi University of Jyvaskyla FINLAND Alison Ketz University of Wisconsin, Madison US Anna Kildemoes Leiden University Medical Center THE NETHERLANDS A. Marm Kilpatrick University of California at Santa Cruz US Sooyeol Kim Stanford University US Aaron King University of Michigan US Kayla King University of Oxford UK Clare Kinnear University of Melbourne AUSTRALIA Amy Kinsley University if Minnesota US Evan Kipp University of Minnesota US Nosheen Kiran University of Jyvaskyla FINLAND Devin Kirk Stanford University US Luci Kirkpatrick Universiteit Antwerpen BELGIUM Adam Kleczkowski University of Strathclyde UK Agnieszka Kloch University of Warsaw POLAND Katia Koelle Emory University US Amanpreet Kohli Virginia Institute of Marine Science US Kyle Koller University of South Florida US Mihaly Koltai LSHTM UK Megan Korne Michigan State University US Alicia Kraay Emory University US Fabienne Krauer London School of Hygiene & Tropical Medicine UK Eliza Krause Montana State University US Denise Kühnert Max-Planck Institute for the Science of Human History GERMANY Ryuichi Kumata SOKENDAI JAPAN Chi-Chien Kuo National Taiwan Normal University TAIWAN Megan Kutzer University of Edinburgh UK Nichole Laggan Virginia Tech US Arnaud Lagorce Université de Perpignan FRANCE Aamir Lal Sungkyunkwan University SOUTH KOREA Miles Lambert-Peck University of Southern California US Morgan Lane Emory University US Kate Langwig Virginia Tech US Roi Lapid PhD student ISRAEL Ellen Lark US Fish and Wildlife Service US Chrystelle Lasica University of Perpignan FRANCE Elise Lauterbur University of Arizona US Erik Lavington Rutgers University US Nathan Layman University of Idaho US Brian Lazzaro Cornell University US Chloé Le Gall-Ladevèze IHAP, ENVT, INRAE, Université de Toulouse FRANCE Dong-Hun Lee University of Connecticut US Noémie Lefrancq University of Cambridge US Tomás León PIHOA US Stefania Leopardi Istituto Zooprofilattico Sperimentale delle Venezie ITALY Hannah Lepper University of Edinburgh UK Michael Levy University of Pennsylvania School of Medicine US David Ley North Carolina State University US Xiaoxiao Li Penn State University US Jaimie Lin Washington University in St. Louis US Laramie Lindsey University of Minnesota US Belinda Linnegar Griffith University AUSTRALIA Natalie Linton Kyoto University JAPAN Sébastien Lion CNRS FRANCE Jhen liu National Taiwan Normal University TAIWAN Kuan-Lun Liu National Taiwan Normal University TAIWAN Jamie Lloyd-Smith UCLA US Malina Loeher Virginia Institute of Marine Science US Ben Longdon University of Exeter UK Sara Loo University of New South Wales AUSTRALIA Leonardo López Barcelona Institute for Global Health SPAIN Lu Lu University of Edinburgh UK Tamika Lunn Griffith University AUSTRALIA Kennedy Lushasi Ifakara Health Institite TANZANIA Holly Lutz UCSD US Penelope Lynch University of Exeter UK Katrina Lythgoe University of Oxford UK 314

Rodrigo M. Corder Institute of Biomedical Science - University of São Paulo BRAZIL Jessica Maccaro UC Riverside US Hannelore MacDonald University of Pennsylvania US Ailene MacPherson University of Toronto CANADA Lerato Magosi Harvard University US Ayesha Mahmud University of California, Berkeley US Silvina Soledad Maidana IVIT (INTA-CONICET) ALGERIA Leonie Maier University of Edinburgh UK Ellie Mainou Pennsylvania State University US Nikka Malakooti University of California, Santa Cruz US Mansi Malik Tata Institute for Genetics and Society INDIA Carolyn Malmstrom Michigan State University US Matthew Mangan Griffith University AUSTRALIA Kezia Manlove Utah State University US Katherine Marchetto University of Minnesota US Giovanni Marini Fondazione Edmund Mach ITALY Reese Martin Vanderbilt University US Michael Martin Emory University US Pamela Martinez University of Illinois at Urbana Champaign US Daniel Martínez-Gómez Universidad Autónoma Metropolitana, Xochimilco. MEXICO Aimee Massey Oregon State University US Laboratoire Interaction Hôtes Pathogènes Environnement, Université Eglantine MATHIEU-BEGNE FRANCE de Perpignan Via Domitia Laura Matrajt Fred Hutchinson Cancer Research Center US Nathalie Mauroo Hong Kong Wildlife Health Foundation SAR HONG KONG Carla Mavian University of Florida US Scott McArt Cornell University US Hamish McCallum Griffith University AUSTRALIA Katherine McClure Cornell University US Elyse McCormick Illinois State University US Karen McCoy CNRS FRANCE Coby McDonald Colorado State University US Katherine McFerrin Carleton College US Brian McKay University of Georgia US Alexa McKay Nature Ecology & Evolution US Clifton McKee Johns Hopkins Bloomberg School of Public Health US Angela McLaughlin University of British Columbia CANADA Taegan McMahon Connecticut College US Luke McNally University of Edinburgh UK Kate Mellor Wellcome Sanger Institute UK Julie Melotti Michigan Department of Natural Resources US Giulia Mencattelli University of Trento ITALY Estela Mendez Universidad Autónoma Metropolitana, Xochimilco. MEXICO ESTEFANIA MENDEZ UNIVERSIDAD ANDRES BELLO CHILE Sandra Mendiola Emory University US Arthur Menezes Princeton University US Tigist Menkir Harvard T.H. Chan School of Public Health US Aurelie Mesnil IFREMER FRANCE C. Jessica E. Metcalf Princeton University US Diana Meza University of Glasgow UK Kerri Miazgowicz FYR Diagnostics US Matthew Michalska-Smith University of Minnesota US Nicole Mideo University of Toronto CANADA Abigail Miller University of Nevada, Reno US Ian Miller Princeton University/RMBL US Ryan Miller United States Department of Agriculture US Caroline Millins University of liverpool UK Marissa Milstein University of Minnesota College of Veterinary Medicine US Janine Mistrick University of Minnesota US Charles Mitchell University of North Carolina at Chapel Hill US Kaitlyn Mitchell Stanford University US Moriah Mitchell Harvard University US Nardus Mollentze University of Glasgow UK Peter Molnar University of Toronto Scarborough CANADA Helene Mone University of Perpignan FRANCE Caroline Montagnani Ifremer FRANCE Adriana Morales Miranda University of Illinois at Urbana Champaign US Gideon Mordecai University of British Columbia CANADA Erin Mordecai Stanford University US Jean-Benoit Morel INRAE FRANCE Alexander Morgan University of Edinburgh UK Valerie Morley University of New Mexico US 315

Sinead Morris Columbia University US Maike Morrison Stanford University US Alexandra Moskaluk Colorado State University US Gabriel Mouahid UPVD FRANCE Catherine Moulia Université de Montpellier FRANCE Nadya Muchoney University of Nevada, Reno US Ranya Mulchandani Public Health England UK Nathaniel Mull University of Arkansas US Julia Muller North Carolina State University US Sarah Mullinax University of Kansas US Dishon Muloi International Livestock Research Institute KENYA Sebastian Munoz Zalando SE GERMANY Claudia Munoz-Zanzi School of Public Health, University of Minnesota US Courtney Murdock Cornell University US Aisling Murran Stanford University US Chris Myers Cornell University US Christina Naesborg-Nielsen University of Tasmania AUSTRALIA Kota Nakasato Michigan State University US Gabrielle Names University of California Davis US Kremer Natacha Université Lyon 1 / CNRS FRANCE Arpita Nath Freie University Berlin GERMANY John Neddermeyer Northern Arizona University US Wee Hao Ng Cornell University US Debby Ng National University of Singapore SINGAPORE Karena Nguyen Emory University US Bjarke Frost Nielsen Niels Bohr Institute, University of Copenhagen DANEMARK Kayla Nikc Georgetown University US Etsuko Nonaka University of Jyväskylä, Finland FINLAND Navideh Noori Institute for Disease Modeling US Caitlin Nordheim University of Pittsburgh US Graham Northrup UC Berkeley US Nicole Nova Stanford University US Sarah Nowak University of Vermont US Scott L. Nuismer University of Idaho US Gerald Nyamutamba National University of Science and Technology ZIMBABWE Julius Nziza University of Glasgow UK María Mercedes Odeon INTA ARGENTINA Christian Odinga The University of Nairobi KENYA Megan O'Driscoll University of Cambridge UK Marie-Héléne Ogliastro INRAE FRANCE Rachel Oidtman University of Chicago US Kayleigh O'Keeffe University of Pennsylvania US Marie-Marie Olive Institut de Recherche pour le Développement FRANCE Valentin OLLIVIER University of Montpellier CNRS/INRAE FRANCE Esther Onyango Griffith University AUSTRALIA James Otieno NIH/FIC US Sanni Översti Max Planck Institute for the Science of Human History GERMANY Aliz Owolabi The University of Edinburgh UK Daniel Oyanedel Trigo Interactions Hôtes-Pathogènes-Environnements (IHPE) FRANCE ESSOWE PALANGA IRD FRANCE Cintia Carolina Palavecino ICIVET Litoral (UNL-CONICET) MEXICO Aakash Pandey Kansas State University US Kris Parag Imperial College London UK Sofia Paraskevopoulou Tel Aviv University ISRAEL Andrew Park University of Georgia US Fatemeh (Rose) Parsa University of Lincoln UK David Pascall University of Glasgow UK Stuart Patterson Royal Veterinary College UK Jennifer Peaslee Cornell Wildlife Health Lab US Amy Pedersen University of Edinburgh UK Alison Peel Griffith University AUSTRALIA Fiama Peña IADIZA ARGENTINA Rachel Penczykowski Washington University in St. Louis US Casey Pendergast NYS DEC US Anaïs Pepey Pasteur Institute of Cambodia CAMBODIA Yanelyn Perez University of Maryland College Park US Jocelyn Perez Lazo University of Glasgow UK Stephanie Perniciaro Yale University School of Public Health US Amanda Perofsky University of Washington and National Institutes of Health US Stéphane Perrier Université d'Angers FRANCE Madeline Peters University of Toronto CANADA Jennifer Peterson Portland State University US Juthamas Phadungsombat Research Institute for microbial diseases, Osaka university Japon 316

Rémi Pichon university of Perpignan FRANCE Shai Pilosof Ben Gurion University ISRAEL Alistair Pirrie University of Bath UK Raina Plowright Montana State University US Chris Pooley Biomathematics and Statistics Scotland UK Julie Pourtois Stanford US Centre d'Ecologie Fonctionnelle et Evolutive, CNRS - University of Léa Pradier FRANCE Montpellier Katherine Prager UCLA US Arun Prakash University of Edinburgh UK Will Probert INDIApendent Scholar UK Franck Prugnolle CNRS FRANCE Maria Puig Ribas Universitat Autonoma de Barcelona SPAIN Emma Pujol Hodge University of Edinburgh UK Laura Pulscher University of Sydney AUSTRALIA Katariina Puolakka University of Jyväskylä FINLAND Xueting Qiu Harvard University US Amanda Qvesel Roskilde University DANEMARK Maia Rabaa Oxford University Clinical Research Unit VIETNAM Jayna Raghwani University of Oxford UK Amruta Rajarajan Swiss Federal Institute of Aquatic Science and Technology (Eawag) SWITZERLAND Aditya Ramadona Universitas Gadjah Mada INDONESIA Tanjona Ramiadantsoa University of Fianarantsoa MADAGASCAR Santatriniaina Randrianarisoa University of Antananarivo MADAGASCAR Fidisoa Rasambainarivo Princeton University US David Rasmussen North Carolina State University US Liantsoa Rasoanarivo University of Antananarivo MADAGASCAR Ruwan Ratnayake LSHTM CANADA Radhika Ravikumar Cornell University US Allyson Ray The Pennsylvania State University US Andrew Read Penn State US Seth Redmond Monash University AUSTRALIA Emlyn Resetarits University of Georgia US Olivier Restif University of Cambridge UK Renata Retkute University of Cambridge UK Bastien Reyné University of Montpellier FRANCE Rita Ribeiro University of Glasgow UK Gabriel Ribeiro dos Santos University of Cambridge UK Benjamin Rice Princeton University US Deptartment of Biological Sciences, Louisiana State University, Robert Richards US Louisiana Sara Richards Virginia Tech US Elise Richardson University of Florida US Jonathan Richardson University of Richmond US Jonathan Richardson University of Richmond US Chloe Rickards University of California Santa Cruz US Oscar Rico Universidad Nacional Autonoma de Mexico MEXICO Kacie Ring University of California, Santa Barbara US Ana Rivero CNRS FRANCE katherine roberts University of Exeter UK National Oceanographic and Atmospheric Administration, Hawaiian Stacie Robinson US Monk Seal Research Program Benjamin Roche IRD FRANCE Juliana Rodriguez Fuentes LMU München GERMANY Isabel Rodríguez-Barraquer University of California, San Francisco US Pej Rohani University of Georgia US Nilza Rojas Arroyo Ministry of Health MEXICO Zulma Rojas-Sereno Universidad Andrés Bello CHILE RAJOMASON Rojovola University of Antananarivo MADAGASCAR Robert E. Rollins Division of Evolutionary Biology, LMU Munich GERMANY Sonia Alejandra Romera IVIT (INTA-CONICET) MEXICO Silvia Rondón Sapienza Università di Roma Italie Mary ("Molly") Rorick University of Utah US Annie Rorick Occidental College US Katherine Rosenfeld Institute for Disease Modeling US Philippe Roumagnac CIRAD FRANCE Igor Rouzine Sorbonne University (UPMC) FRANCE Faith Rovenolt University of Pittsburgh US Emma Royster Arizona State University US André Rubio University of Chile Chili Manuel Ruiz Aravena Montana State University US Maria Jose Ruiz Lopez Estación Biológica de Doñana SPAIN 317

Eva Rumpler Harvard University US Imani Russell UCSB US Sadie Ryan University of Florida US Evelyn Rynkiewicz Fashion Institute of Technology US Kristyna Rysava University of Wisconsin-Madison US Kate Sabey University of Georgia US Ben Sadd Illinois State University US Henrik Salje University of Cambridge UK Dan Salkeld Colorado State University US Guillaume Sallé INRAE FRANCE Liliana Salvador University of Georgia US Cecilia Sanchez EcoHealth Alliance US Charlène Sanchez Université de Montpellier FRANCE Mauricio Santos vega Universidad de los Andes COLOMBIA Méline Saubin INRAE/Université de Lorraine FRANCE Logan Sauers Illinois State University US Serena Schatz University of Illinois US Mathilde Scheifler Sorbonne university FRANCE Samuel Scheiner US National Science Foundation US FRANCEsca Schiaffino University of Virginia US Jasmin Schlotterbeck Robert Koch Institut GERMANY Petra Schneider University of Edinburgh UK Courtney Schreiner University of Idaho US Nora Schulz Vanderbilt University US Srijan Seal Ashoka University INDIA Papa Seck ISRA/LNERV Sénégal Kimberley Seed Berkeley University of California US Mauricio Seguel University of Guelph CANADA Christa Seidl University of California Santa Cruz US Stephanie Seifert Washington state university US madikay senghore Harvard School of Public Health US Adrián Serrano Universidad Nacional Autónoma de México MEXICO Laura Sessions University of Glasgow UK Julie Teresa Shapiro Ben-Gurion University of the Negev ISRAEL Kelsey Shaw Emory University US Justin Sheen Princeton University US Ciara Sheets University of Nevada Reno US Rick Sheridan EMSKE Phytochem KENYA Barbara Shih University of Edinburgh UK Sanghyuk Shin University of California Irvine US Kayoko Shioda Emory University US Susan Shriner National Wildlife Research Center US Allison Shultz Natural History Museum of Los Angeles County US Bryan Sierra-Rivera Illinois State University US Matthew Silk University of Tennessee US Luis Silva University of Neuchâtel SWITZERLAND Robin Silverstein Montana Department of Public Health and Human Services US Diego Simón Universidad de la República, Uruguay Uruguay Molly Simonis Wright State University US David Simons The Royal Veterinary College UK Brandon Simony Colorado State University US Elodie Simphor Université de Perpignan Via-domitia FRANCE Benjamin Singer University of Oxford UK Rachel Sippy University of Cambridge UK Anna Sjodin University of Idaho US Nicholas Skaff CDC US Eloise Skinner Stanford University US Samuel Slowinski University of Maryland US Cameron Smith University of Bath UK Celine Snedden University of California, Los Angeles US Mircea T. Sofonea MIVEGEC (Univ. Montpellier, CNRS, IRD) FRANCE Nina Sokolov University of California, Berkeley US Diego Soler-Tovar Universidad de La Salle COLOMBIA Camila Souza Beraldo University of Helsinki FINLAND Colette St Mary US National Science Foundation US Amanda Stahlke University of Idaho US Naima Starkloff Davidson College/Emory University US Natalie Steinel University of Massachusetts Lowell US Jessica Stephenson University of Pittsburgh US Emily Stevens University of Oxford UK Helena Stokes BirdLife Australia AUSTRALIA Kayla Stoy Emory University US Daniel Streicker University of Glasgow UK 318

Kiki Streng Wageningen University & Research THE NETHERLANDS Lotte Striewe University of Veterinary Medicine Hannover GERMANY Yaravi Suarez University of Georgia US David Suárez-Salazar Los Andes University PERU Bengisu Subasi Freie Universität Berlin GERMANY Daniel Suh University of Georgia US Jennifer Sung N/A US Josh Suresh Institute for Disease Modeling at Bill and Melinda Gates Foundation US Elodie Suttling IRD FRANCE Jenna Swarthout Tufts University US Amy Sweeny University of Edinburgh UK Tamara Szentivanyi Northern Arizona University US Christina Tadiri McGill University CANADA Saki Takahashi UCSF US Katherine (Katie) Talbott Indiana University US Lena-Mari Tamminen Swedish University of Agricultural Sciences Suède Mun Hua Tan University of Melbourne AUSTRALIA Ann Tate Vanderbilt University US Instituto de Virología e Innovaciones Tecnológicas IVIT (INTA- Rocío Lucía Tau MEXICO CONICET), INTA-CASTELAR Juliana Taube Bowdoin College US Aubrey Tauer Cūra Earth US Bradford Taylor Harvard T.H. Chan School of Public Health US Kishana Taylor Rutgers University US Quirine Ten Bosch Wageningen THE NETHERLANDS Centre for Ecology, Evolution and Environmental Changes, Faculdade Jéssica Teodoro-Paulo PORTUGAL de Ciências, Universidade de Lisboa Maladies Infectieuses et Vecteurs: Écologie, Génétique, Évolution et Nicolas Tessandier FRANCE Contrôle, Montpellier Saravanan Thangamani SUNY Upstate Medical University US Gaël Thébaud INRAE FRANCE Sophie Thevenon CIRAD FRANCE lindsey thompson Michigan State University US Georgia Titcomb University of California, Santa Barbara US Charlotte Tollenaere IRD FRANCE Megan Tomamichel University of Georgia US Samuel Torres Universidad de Los Andes PERU Veronica Torres UNC Wilmington US Pablo Tortosa UMR PIMIT / Université de La Réunion FRANCE Gábor Tóth National Laboratory of Virology (Hungary, Pécs) HUNGARY EVE TOULZA University of Perpignan FRANCE Jessica Towey West Virginia University US Kevin Tracy University of Michigan US Allison Tracy Smithsonian Environmental Research Center US AGNES TRAVERS IFREMER FRANCE Landry Laure TSOUMTSA MEDA Institut Pasteur FRANCE I-Ting Tu Hokkaido University JAPAN US Geological Survey, Wisconsin Cooperative Wildlife Research Unit, Wendy Turner US University of Wisconsin-Madison Vasilisa Tyurina pacific lutheran university US Johnny Uelmen University of Illinois US Ilkay Basak UYSAL uni montpellier/IRD-MIVEGEC FRANCE Marilyne Uzest INRAE FRANCE Christopher Uzzell Imperial College London UK Gowri Vadmal Stanford University US Anieke van Leeuwen Royal NIOZ THE NETHERLANDS Meredith VanAcker Columbia University US Chiara Vanalli Penn State University US Kurt Vandegrift The Pennsylvania State University US Kim VanderWaal University of Minnesota US Sue VandeWoude Colorado State University US Juan Vargas University of Toronto CANADA Joy Vaz University of Georgia US Lourdes Velazquez UCSB US Kimberlie Vera University of Wisconsin-Madison US Diana Vera Cruz University of Chicago US Saurabh Verma Boehringer Ingelheim US Tim Vernimmen freelance BELGIUM Chloé Vescera University of Liège BELGIUM Mafalda Viana University of Glasgow UK Amanda Vicente-Santos Emory University US Liz Stephany Villabona-Arenas Industrial University of Santander COLOMBIA 319

Maria del Carmen Villalobos Universidad Nacional Autonoma de Mexico MEXICO Elisa Visher University of California, Berkeley US francesca vitali Smithsonian Institute Italie Marina Voinson University of Duke US Landon vom Steeg The Pennsylvania State University US Jamie Voyles University of Nevada, Reno US Division of International Health (Public Health), Graduate School of Keita Wagatsuma JAPAN Medical and Dental Sciences, Niigata University Caroline Wagner McGill University CANADA Paulina Walbey Universidad Nacional Autónoma de México MEXICO Megan Wallace College of Life and Environmental Sciences, University of Exeter UK Sarah Walsh University of Exeter UK Jason Walsman Pittsburg US Alicia Walter CNRS FRANCE Katharine Walter Stanford University US Lin Wang University of Cambridge UK Christine Wang North Carolina State University US Fhallon Ware-gilmore Penn State University US Tyler Washburn University of Georgia US Colleen Webb Colorado State University US Lucy Weinert Cambridge UK Rachel Welicky University of Washington US Konstans Wells Swansea University UK Carolin Wendling ETH Zürich SWITZERLAND Lauren White AAAS Science & Technology Policy Fellow US Alexander Whitlock University of Idaho US Natalie Wickenkamp Colorado State University US Nayantara Wijayanandana London School of Hygiene and Tropical Medicine SPAIN Victoria WILKINSON University of Tasmania AUSTRALIA Richard AJ Williams Complutense University Madrid SPAIN Lucy Williams Imperial College London UK Cali Wilson University of Georgia US Steven Winter Washington State University US Chris Wojan University of Minnesota US Adam Wong University of Florida US Katherine Worsley-Tonks Smithsonian Institute US Brian Worthington The University of Hong Kong SAR HONG KONG Janna Wülbern Christian-Albrechts-Universität zu Kiel GERMANY Claudia Wyer Imperial College London UK Siyang Xia Harvard T.H. Chan School of Public Health US Jingjing Xu University of Alberta US Ruijie (Rachel) Xu University of Georgia US Dylan Yaffy Royal Veterinary College UK Steffany Yamada Virginia Tech US Qiqi Yang Princeton University US Luojun Yang Princeton University US Eunnuri Yi University of Pennsylvania US Hao Yiu University of Maryland, College Park US Rebecca Young Cardiff University UK Marta Zaffaroni INRAE FRANCE Danae Zeballos Gross Andres Bello University CHILE qi zhan University of Chicago US Xinmi Zhang University of California, Riverside US Lele Zhao University of Oxford UK Sophie Zhu University of California, Davis US Giacomo Zilio CNRS FRANCE Erin Zwick Northwestern University US