Anopheles Gambiae (Diptera: Culicidae), When Confronted with an Unobtainable Blood-Host, Is of Interest for Vector Control Strategies

Total Page:16

File Type:pdf, Size:1020Kb

Anopheles Gambiae (Diptera: Culicidae), When Confronted with an Unobtainable Blood-Host, Is of Interest for Vector Control Strategies Energy-State Dependent Responses of Anopheles gambiae to an unobtainable host by Simon P. W. Zappia B.Sc., University of British Columbia, 2008 Thesis Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in the Department of Biological Sciences Faculty of Science Simon P. W. Zappia 2011 SIMON FRASER UNIVERSITY Fall 2011 All rights reserved. However, in accordance with the Copyright Act of Canada, this work may be reproduced, without authorization, under the conditions for “Fair Dealing.” Therefore, limited reproduction of this work for the purposes of private study, research, criticism, review and news reporting is likely to be in accordance with the law, particularly if cited appropriately. Approval Name: Simon P. W. Zappia Degree: Master of Science Title of Thesis: Energy-State Dependent Responses of Anopheles gambiae to an unobtainable host. Examining Committee: Chair: Dr. Francis Law, Professor Dr. Bernard Roitberg Senior Supervisor Professor Dr. Gerhard Gries Supervisor Professor Dr. Martin Adamson External Examiner Professor, Department of Zoology University of British Columbia Date Defended/Approved: November 25, 2011 ii Declaration of Partial Copyright Licence The author, whose copyright is declared on the title page of this work, has granted to Simon Fraser University the right to lend this thesis, project or extended essay to users of the Simon Fraser University Library, and to make partial or single copies only for such users or in response to a request from the library of any other university, or other educational institution, on its own behalf or for one of its users. The author has further granted permission to Simon Fraser University to keep or make a digital copy for use in its circulating collection (currently available to the public at the “Institutional Repository” link of the SFU Library website <www.lib.sfu.ca> at: <http://ir.lib.sfu.ca/handle/1892/112>) and, without changing the content, to translate the thesis/project or extended essays, if technically possible, to any medium or format for the purpose of preservation of the digital work. The author has further agreed that permission for multiple copying of this work for scholarly purposes may be granted by either the author or the Dean of Graduate Studies. It is understood that copying or publication of this work for financial gain shall not be allowed without the author’s written permission. Permission for public performance, or limited permission for private scholarly use, of any multimedia materials forming part of this work, may have been granted by the author. This information may be found on the separately catalogued multimedia material and in the signed Partial Copyright Licence. While licensing SFU to permit the above uses, the author retains copyright in the thesis, project or extended essays, including the right to change the work for subsequent purposes, including editing and publishing the work in whole or in part, and licensing other parties, as the author may desire. The original Partial Copyright Licence attesting to these terms, and signed by this author, may be found in the original bound copy of this work, retained in the Simon Fraser University Archive. Simon Fraser University Library Burnaby, BC, Canada Last revision: Spring 09 Abstract Understanding how blood-seeking behavior changes with different energy levels in the malaria mosquito Anopheles gambiae (Diptera: Culicidae), when confronted with an unobtainable blood-host, is of interest for vector control strategies. I used a straight-tube olfactometer to mimic a domicile containing (i) a simulated blood-host (human foot smell) protected by either a plain bednet or a DEET impregnated net and (ii) a sugar source (honey scent) some distance away. I manipulated the mosquito’s energy level by withholding sugar sources from females for different lengths of time. Whenever DEET was present, virtually no mosquitoes interacted with the blood-host scent at any energy level. Yet, energy levels influenced response to foot odour, probing persistence, residence time when DEET was not present. This suggests that control strategies using mosquito repellents can ignore the presence of alternative food sources (such as sugar) in the field unless the chemical efficacy is not retained over time. Keywords: Anopheles gambiae, Energy state, DEET, Malaria, Foraging theory. iii Dedication To my parents, who have never questioned my choice of higher education and pursuit of a career in science. iv Acknowledgements I would like to sincerely thank my senior supervisor Dr. Roitberg. His unconditional support and dedication towards his grad students allowed me to overcome the challenges I encountered throughout this period of my life both inside and outside the university walls. I will certainly miss his manners, hands-off approach, trust and kindness. You always made me feel welcome. Thank you for believing in me Bernie, I owe you everything in this thesis and more. For scientific technical support, knowledge, development of methods and counselling I would like to thank my supervisor Dr. Gerhard Gries and his wife Regine Gries, without whom most of this work could never have been done. Their expertise in chemical ecology helped me in the design of the experiments as well as the interpretation of the data. Thank you for believing in me. Many thanks to Dr. Martin Adamson, whose 4th year parasitology course opened my eyes to a fascinating hidden world. You inspired my career choice. Thanks to Dr. David Gillespie for insightful help in the design of the olfactometer. Also, many thanks to Dr. Erika Plettner and two of her post-docs, Dr. Hao Chen and Dr. Yang Yu, for their involvement and help in chemical preparation and assessment. Thanks to my many volunteers, Karen Mok, Mika Philips, Amber Richmond and Rebecca Wiltshire for spending countless hours in a dark, hot, humid, loud, smelly, mosquito filled chamber with minimal complaints. Special thanks to Amber Gigi Hoi who has been my guardian angel for over two years, being involved in every step of this thesis. Finally, many thanks to the numerous characters in the Roitberg lab. Particularly, due to their involvement in my project, thanks to Dr. Brian Ma, Alex Chubaty and Conan Phelan. v Table of Contents Approval .......................................................................................................................... ii Abstract .......................................................................................................................... iii Dedication ...................................................................................................................... iv Acknowledgements ......................................................................................................... v Table of Contents ........................................................................................................... vi List of Figures................................................................................................................ viii Chapter 1: Introduction ................................................................................................. 1 Energy budgeting in insects ............................................................................................ 1 Life cycle of Anopheles gambiae ..................................................................................... 2 Malaria ............................................................................................................................ 4 My questions ................................................................................................................... 5 List of References ........................................................................................................... 7 Chapter 2: Energy-State Dependent Responses of Anopheles gambiae (Diptera: Culicidae) to Simulated Bednet-Protected Hosts. ............................ 12 Abstract ......................................................................................................................... 12 Introduction ................................................................................................................... 13 Materials and Methods .................................................................................................. 15 Colony .................................................................................................................. 15 Experimental Apparatus ....................................................................................... 16 Experimental Procedure ....................................................................................... 17 Data Analysis ....................................................................................................... 18 Results .......................................................................................................................... 18 Discussion ..................................................................................................................... 20 Acknowledgements ....................................................................................................... 23 Figures .......................................................................................................................... 24 List of References ......................................................................................................... 30 Chapter 3: Anopheles gambiae (Diptera: Culicidae) responses
Recommended publications
  • Mosquito Species Identification Using Convolutional Neural Networks With
    www.nature.com/scientificreports OPEN Mosquito species identifcation using convolutional neural networks with a multitiered ensemble model for novel species detection Adam Goodwin1,2*, Sanket Padmanabhan1,2, Sanchit Hira2,3, Margaret Glancey1,2, Monet Slinowsky2, Rakhil Immidisetti2,3, Laura Scavo2, Jewell Brey2, Bala Murali Manoghar Sai Sudhakar1, Tristan Ford1,2, Collyn Heier2, Yvonne‑Marie Linton4,5,6, David B. Pecor4,5,6, Laura Caicedo‑Quiroga4,5,6 & Soumyadipta Acharya2* With over 3500 mosquito species described, accurate species identifcation of the few implicated in disease transmission is critical to mosquito borne disease mitigation. Yet this task is hindered by limited global taxonomic expertise and specimen damage consistent across common capture methods. Convolutional neural networks (CNNs) are promising with limited sets of species, but image database requirements restrict practical implementation. Using an image database of 2696 specimens from 67 mosquito species, we address the practical open‑set problem with a detection algorithm for novel species. Closed‑set classifcation of 16 known species achieved 97.04 ± 0.87% accuracy independently, and 89.07 ± 5.58% when cascaded with novelty detection. Closed‑set classifcation of 39 species produces a macro F1‑score of 86.07 ± 1.81%. This demonstrates an accurate, scalable, and practical computer vision solution to identify wild‑caught mosquitoes for implementation in biosurveillance and targeted vector control programs, without the need for extensive image database development for each new target region. Mosquitoes are one of the deadliest animals in the world, infecting between 250–500 million people every year with a wide range of fatal or debilitating diseases, including malaria, dengue, chikungunya, Zika and West Nile Virus1.
    [Show full text]
  • MOSQUITOES of the SOUTHEASTERN UNITED STATES
    L f ^-l R A R > ^l^ ■'■mx^ • DEC2 2 59SO , A Handbook of tnV MOSQUITOES of the SOUTHEASTERN UNITED STATES W. V. King G. H. Bradley Carroll N. Smith and W. C. MeDuffle Agriculture Handbook No. 173 Agricultural Research Service UNITED STATES DEPARTMENT OF AGRICULTURE \ I PRECAUTIONS WITH INSECTICIDES All insecticides are potentially hazardous to fish or other aqpiatic organisms, wildlife, domestic ani- mals, and man. The dosages needed for mosquito control are generally lower than for most other insect control, but caution should be exercised in their application. Do not apply amounts in excess of the dosage recommended for each specific use. In applying even small amounts of oil-insecticide sprays to water, consider that wind and wave action may shift the film with consequent damage to aquatic life at another location. Heavy applications of insec- ticides to ground areas such as in pretreatment situa- tions, may cause harm to fish and wildlife in streams, ponds, and lakes during runoff due to heavy rains. Avoid contamination of pastures and livestock with insecticides in order to prevent residues in meat and milk. Operators should avoid repeated or prolonged contact of insecticides with the skin. Insecticide con- centrates may be particularly hazardous. Wash off any insecticide spilled on the skin using soap and water. If any is spilled on clothing, change imme- diately. Store insecticides in a safe place out of reach of children or animals. Dispose of empty insecticide containers. Always read and observe instructions and precautions given on the label of the product. UNITED STATES DEPARTMENT OF AGRICULTURE Agriculture Handbook No.
    [Show full text]
  • The Role of Landmarks in Territory
    Eastern Illinois University The Keep Masters Theses Student Theses & Publications 2014 The Role of Landmarks in Territory Maintenance by the Black Saddlebags Dragonfly, Tramea lacerata Jeffrey Lojewski Eastern Illinois University This research is a product of the graduate program in Biological Sciences at Eastern Illinois University. Find out more about the program. Recommended Citation Lojewski, Jeffrey, "The Role of Landmarks in Territory Maintenance by the Black Saddlebags Dragonfly, Tramea lacerata" (2014). Masters Theses. 1305. https://thekeep.eiu.edu/theses/1305 This is brought to you for free and open access by the Student Theses & Publications at The Keep. It has been accepted for inclusion in Masters Theses by an authorized administrator of The Keep. For more information, please contact [email protected]. Thesis Reproduction Certificate Page 1of1 THESIS MAINTENANCE AND REPRODUCTION CERTIFICATE TO: Graduate Degree Candidates (who have written formal theses) SUBJECT: Permission to Reproduce Theses An important part of Booth Library at Eastern Illinois University's ongoing mission is to preserve and provide access to works of scholarship. In order to further this goal, Booth Library makes all theses produced at Eastern Illinois University available for personal study, research, and other not-for-profit educational purposes. Under 17 U.S.C. § 108, the library may reproduce and distribute a copy without infringing on copyright; however, professional courtesy dictates that permission be requested from the author before doing so. By signing this form: • You confirm your authorship of the thesis. • You retain the copyright and intellectual property rights associated with the original research, creative activity, and intellectual or artistic content of the thesis .
    [Show full text]
  • North American Wetlands and Mosquito Control
    Int. J. Environ. Res. Public Health 2012, 9, 4537-4605; doi:10.3390/ijerph9124537 OPEN ACCESS International Journal of Environmental Research and Public Health ISSN 1660-4601 www.mdpi.com/journal/ijerph Article North American Wetlands and Mosquito Control Jorge R. Rey 1,*, William E. Walton 2, Roger J. Wolfe 3, C. Roxanne Connelly 1, Sheila M. O’Connell 1, Joe Berg 4, Gabrielle E. Sakolsky-Hoopes 5 and Aimlee D. Laderman 6 1 Florida Medical Entomology Laboratory and Department of Entomology and Nematology, University of Florida-IFAS, Vero Beach, FL 342962, USA; E-Mails: [email protected] (R.C.); [email protected] (S.M.O.C.) 2 Department of Entomology, University of California, Riverside, CA 92521, USA; E-Mail: [email protected] 3 Connecticut Department of Energy and Environmental Protection, Franklin, CT 06254, USA; E-Mail: [email protected] 4 Biohabitats, Inc., 2081 Clipper Park Road, Baltimore, MD 21211, USA; E-Mail: [email protected] 5 Cape Cod Mosquito Control Project, Yarmouth Port, MA 02675, USA; E-Mail: [email protected] 6 Marine Biological Laboratory, Woods Hole, MA 02543, USA; E-Mail: [email protected] * Author to whom correspondence should be addressed; E-Mail: [email protected]; Tel.: +1-772-778-7200 (ext. 136). Received: 11 September 2012; in revised form: 21 November 2012 / Accepted: 22 November 2012 / Published: 10 December 2012 Abstract: Wetlands are valuable habitats that provide important social, economic, and ecological services such as flood control, water quality improvement, carbon sequestration, pollutant removal, and primary/secondary production export to terrestrial and aquatic food chains. There is disagreement about the need for mosquito control in wetlands and about the techniques utilized for mosquito abatement and their impacts upon wetlands ecosystems.
    [Show full text]
  • C{ Contributions in Science
    C{ NUMBER 220 FEBRUARY 8, 1972 A SYNOPSIS OF THE BURROWING LAND CRABS OF THE WORLD and LIST OF THEIR ARTHROPOD SYMBIONTS AND BURROW ASSOCIATES By DONALD B. BRIGHT AND CHARLES L. HOGUE CONTRIBUTIONS IN SCIENCE NATURAL HISTORY MUSEUM • LOS ANGELES COUNTY CONTRIBUTIONS IN SCIENCE is a series of miscellaneous technical papers in the fields of Biology, Geology and Anthropology, published at irregular intervals by the Natural History Museum of I.os Angeles County. Issues are numbered sep- arately, and numbers run consecutively regardless of subject matter. Number 1 was issued January 23, 1957. The series is available to scientific institutions and scien- tists on an exchange basis. Copies may also be purchased at a nominal price. Inquiries should be directed to Virginia D. Miller, Natural History Museum of Los Angeles County, 900 Exposition Boulevard, Eos Angeles, California 90007. INSTRUCTIONS FOR AUTHORS Manuscripts for CONTRIBUTIONS IN SCIENCE may be in any field of Life or Earth Sciences. Acceptance of papers will be determined by the amount and character of new information. Although priority will be given to manuscripts by staff members, or to papers dealing largely with specimens in the collections of the Museum, other technical papers will be considered. All manuscripts must be recommended for consideration by the curator in charge of the proper section or by the editorial board. Manuscripts must conform to those specifications listed below and will be examined for suitability by an Editorial Committee including review by competent specialists outside the Museum. Authors proposing new taxa in a CONTRIBUTIONS IN SCIENCE must indicate that the primary type has become the property of a scientific institution of their choice and cited by name.
    [Show full text]
  • Contributions to the Mosquito Fauna of Southeast Asia II
    ILLUSTRATED KEYS TO THE GENERA OF MOSQUITOES1 BY Peter F. Mattingly 2 INTRODUCTION The suprageneric and generic classification adopted here follow closely the Synoptic Catalog of the Mosquitoes of the World (Stone et al. , 1959) and the various supplements (Stone, 1961, 1963, 1967,’ 1970). Changes in generic no- menclature arising from the publication of the Catalog include the substitution of Mansonia for Taeniorhynchus and Culiseta for Theobaldiu, bringing New and Old World practice into line, the substitution of Toxorhynchites for Megarhinus and MaZaya for Harpagomyia, the suppression of the diaeresis in Aties, A&deomyia (formerly Atiomyia) and Paraties (Christophers, 1960b) and the inclusion of the last named as a subgenus of Aedes (Mattingly, 1958). The only new generic name to appear since the publication of the Catalog is Galindomyiu (Stone & Barreto, 1969). Mimomyia, previously treated as a subgenus of Ficalbia, is here treated, in combination with subgenera Etorleptiomyia and Rauenulites, as a separate genus. Ronderos & Bachmann (1963a) proposed to treat Mansonia and Coquillettidia as separate genera and they have been fol- lowed by Stone (1967, 1970) and others. I cannot accept this and they are here retained in the single genus Mansonia. It will be seen that the treatment adopted here, as always with mosquitoes since the early days, is conservative. Inevitably, therefore, dif- fictiIties arise in connection with occasional aberrant species. In order to avoid split, or unduly prolix, couplets I have preferred, in nearly every case, to deal with these in the Notes to the Keys. The latter are consequently to be regarded as very much a part of the keys themselves and should be constantly borne in mind.
    [Show full text]
  • Infrared Light Sensors Permit Rapid Recording of Wingbeat Frequency and Bioacoustic Species Identifcation of Mosquitoes Dongmin Kim1, Terry J
    www.nature.com/scientificreports OPEN Infrared light sensors permit rapid recording of wingbeat frequency and bioacoustic species identifcation of mosquitoes Dongmin Kim1, Terry J. DeBriere2, Satish Cherukumalli2, Gregory S. White3 & Nathan D. Burkett‑Cadena1* Recognition and classifcation of mosquitoes is a critical component of vector‑borne disease management. Vector surveillance, based on wingbeat frequency and other parameters, is becoming increasingly important in the development of automated identifcation systems, but inconsistent data quality and results frequently emerge from diferent techniques and data processing methods which have not been standardized on wingbeat collection of numerous species. We developed a simple method to detect and record mosquito wingbeat by multi‑dimensional optical sensors and collected 21,825 wingbeat fles from 29 North American mosquito species. In pairwise comparisons, wingbeat frequency of twenty six species overlapped with at least one other species. No signifcant diferences were observed in wingbeat frequencies between and within individuals of Culex quinquefasciatus over time. This work demonstrates the potential utility of quantifying mosquito wingbeat frequency by infrared light sensors as a component of an automated mosquito identifcation system. Due to species overlap, wingbeat frequency will need to integrate with other parameters to accurately delineate species in support of efcient mosquito surveillance, an important component of disease intervention. Mosquitoes are vectors of causative agents for numerous diseases, including malaria, flariasis, dengue, Zika, chikungunya, and encephalitis, ultimately resulting in more than one million deaths annually1 and enormous economic losses through the costs of vaccinations, vector controls, and trade embargoes2. Te recent Zika virus outbreak in Latin America cost approximately USD 18 billion from 2015 to 20173.
    [Show full text]
  • Les Arthropodes Continentaux De Guadeloupe (Petites Antilles)
    Société d’Histoire Naturelle L’Herminier Les Arthropodes continentaux de Guadeloupe (Petites Antilles) : Synthèse bibliographique pour un état des lieux des connaissances. Date Rédaction : François Meurgey 1 Les Arthropodes continentaux de Guadeloupe (Antilles françaises) : Synthèse bibliographique pour un état des lieux des connaissances. Version 1.1 François Meurgey Cette étude a été réalisée sous l’égide de la Société d’Histoire Naturelle L’HERMINIER et a bénéficié d’un financement par le Parc National de Guadeloupe. Ce rapport doit être référencé comme suit : SHNLH (Meurgey, F.), 2011. Les Arthropodes continentaux de Guadeloupe : Synthèse bibliographique pour un état des lieux des connaissances. Rapport SHNLH pour le Parc National de Guadeloupe. 184 pages. Photos page de couverture : Polites tricolor et Thomisidae (en haut), Enallagma coecum , mâle. Clichés Pierre et Claudine Guezennec. 2 AAVERTTISSSSEEMEENTT Ce travail est uniquement basé sur l’analyse et le dépouillement de la bibliographie relative aux Arthropodes de Guadeloupe. Les listes d’espèces proposées dans ce premier état des lieux sont préliminaires et doivent être corrigées et améliorées, mais également régulièrement mises à jour par les spécialistes, au gré des nouvelles données transmises et des compilations bibliographiques. Nous souhaitons prévenir le lecteur (surtout le spécialiste) qu’il est inévitable que des erreurs se soient glissées dans cette étude. Des espèces manquent très certainement, d’autres n’existent pas ou plus en Guadeloupe et un très grand nombre d’entre elles devraient voir leur statut révisé. Nous sommes bien entendu ouverts à toutes critiques, pourvu qu’elles servent à améliorer ce travail. 3 SOOMMMAIIREE INTRODUCTION ET REMERCIEMENTS .................................................................................... 5 PREMIERE PARTIE : OBJECTIFS ET DEMARCHE ......................................................................
    [Show full text]
  • The Morphology of the Cibarial Armature and Sensilla of Mansonia
    Revista de Biología Tropical ISSN: 0034-7744 [email protected] Universidad de Costa Rica Costa Rica Boza, Sandra; Vargas, Mario The morphology of the cibarial armature and sensilla of Mansonia titillans, Psorophora cingulata, Coquillettidia arribalzagae, Culex coronator and Limatus durhamii (Diptera: Culicidae) Revista de Biología Tropical, vol. 54, núm. 3, septiembre, 2006, pp. 815-820 Universidad de Costa Rica San Pedro de Montes de Oca, Costa Rica Available in: http://www.redalyc.org/articulo.oa?id=44954312 How to cite Complete issue Scientific Information System More information about this article Network of Scientific Journals from Latin America, the Caribbean, Spain and Portugal Journal's homepage in redalyc.org Non-profit academic project, developed under the open access initiative The morphology of the cibarial armature and sensilla of Mansonia titillans, Psorophora cingulata, Coquillettidia arribalzagae, Culex coronator and Limatus durhamii (Diptera: Culicidae) Sandra Boza1 & Mario Vargas2 1 CIHATA, University of Costa Rica, 2060, San José, Costa Rica; [email protected] 2 Department of Parasitology, School of Microbiology, University of Costa Rica, 2060 San José, Costa Rica; abetovr@ racsa.co.cr Received 16-IX-2005. Corrected 08-II-2006. Accepted 23-V-2006. Abstract: A detailed description of the cibarial armature of the Neotropical mosquitoes Mansonia titillans, Psorophora cingulata, Coquillettidia arribalzagae, Culex coronator and Limatus durhamii, is presented. A sample of 15 specimens of each species was taken from the collections of two mosquito ecological projects located at Santa Clara, San Carlos, Alajuela and from La Selva, Sarapiquí, Heredia, Costa Rica. Each specimen, preserved in alcohol, was cleared, put into a mounting medium, head separated from body and eyes pinched to expose the cibarial armature and sense organs; finally a coverslip was added for a permanent slide.
    [Show full text]
  • The Mosquito Taste System and Disease Control PERSPECTIVE
    PERSPECTIVE The mosquito taste system and disease control PERSPECTIVE Lisa S. Baika and John R. Carlsona,1 Edited by John G. Hildebrand, University of Arizona, Tucson, AZ, and approved November 18, 2020 (received for review August 4, 2020) Mosquitoes are a widely diverse group of organisms, comprising ∼3,500 species that live in an enormous range of habitats. Some species are vectors of diseases that afflict hundreds of millions of people each year. Although understanding of mosquito olfaction has progressed dramatically in recent years, mosquito taste remains greatly understudied. Since taste is essential to feeding, egg laying, and mating decisions in insects, improved understanding of taste in mosquitoes could provide new mechanistic insight into many aspects of their behavior. We provide a guide to current knowledge in the field, and we suggest a wealth of opportunities for research that are now enabled by recent scientific and technological advances. We also propose means by which taste might be exploited in new strategies for mosquito control, which may be urgently needed as the geographical ranges of vector species increase with climate change. mosquito | vector biology | taste Mosquitoes are remarkably diverse in terms of their Mosquitoes are also vectors of pathogens causing morphology, the environments that they inhabit, the human diseases. Although only a small fraction of hosts upon which they feed, and the behaviors that mosquito species is anthropophilic and bites humans, they exhibit (Fig. 1). Mosquitoes have been on Earth they have an enormous impact on global health for over 200 million years and comprise ∼3,500 spe- (Fig. 2). These species collectively spread diseases to cies.
    [Show full text]
  • Taxonomy, Ecology and Distribution of the Mosquitoes (Diptera: Culicidae) of the Dutch Leeward Islands, with a Key to the Adults and Fourth Instar Larvae
    Contributions to Zoology 89 (2020) 373-392 CTOZ brill.com/ctoz Taxonomy, ecology and distribution of the mosquitoes (Diptera: Culicidae) of the Dutch Leeward Islands, with a key to the adults and fourth instar larvae Jordy G. van der Beek Naturalis Biodiversity Center, Leiden, the Netherlands [email protected] Klaas-Douwe B. Dijkstra Naturalis Biodiversity Center, Leiden, the Netherlands Berry B. van der Hoorn Naturalis Biodiversity Center, Leiden, the Netherlands Sam P. Boerlijst Institute of Environmental Sciences, Leiden University, Leiden, the Netherlands Loes Busscher Naturalis Biodiversity Center, Leiden, the Netherlands Maud L. Kok Naturalis Biodiversity Center, Leiden, the Netherlands Marieta A.H. Braks Netherlands National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands Francis Schaffner Francis Schaffner Consultancy, Riehen, Switzerland Gerald J. Davelaar Ministry of Public Health, Social Development and Labour, Sint Maarten, Caribbean Netherlands Maria Henry Ministry of Public Health, Social Development and Labour, Sint Maarten, Caribbean Netherlands © van der Beek et al., 2020 | doi:10.1163/18759866-bja10005 This is an open access article distributed under the terms of the cc by 4.0 license. Downloaded from Brill.com09/26/2021 02:03:44AM via free access <UN> 374 VAN DER BEEK et al. Koen Hulshof Netherlands National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands. Public Health Department, Saba, Caribbean Netherlands Teresa E. Leslie Eastern Caribbean Public Health Foundation, Sint Eustatius, Caribbean Netherlands Maarten Schrama Naturalis Biodiversity Center, Leiden, the Netherlands Institute of Environmental Sciences, Leiden University, Leiden, the Netherlands Abstract Assessing mosquito biodiversity is important for disease surveillance and ecosystem health assessments.
    [Show full text]
  • Using Data Mining and Network Analysis to Infer Arboviral Dynamics: the Case of Mosquito-Borne Flaviviruses Reported in Mexico
    insects Article Using Data Mining and Network Analysis to Infer Arboviral Dynamics: The Case of Mosquito-Borne Flaviviruses Reported in Mexico Jesús Sotomayor-Bonilla 1,2, Enrique Del Callejo-Canal 3,4 , Constantino González-Salazar 3,5 , Gerardo Suzán 1,2,* and Christopher R. Stephens 3,6,* 1 Laboratorio de Ecología de Enfermedades y Una Salud, Departamento de Etología, Fauna Silvestre y Animales de Laboratorio, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Coyoacán, Ciudad de México 04510, Mexico; [email protected] 2 Asociación Mexicana de Medicina de la Conservación Kalaan kab AC, Coyoacán, Ciudad de México 04510, Mexico 3 Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Coyoacán, Ciudad de México 04510, Mexico; [email protected] 4 Posgrado en Ciencia e Ingeniería de la Computación, Instituto de Investigaciones en Matemáticas y en Sistemas, Universidad Nacional Autónoma de México, Coyoacán, Ciudad de México 04510, Mexico 5 Departamento de Ciencias Atmosféricas, Centro de Ciencias de la Atmósfera, Universidad Nacional Autónoma de México, Coyoacán, Ciudad de México 04510, Mexico; [email protected] 6 Departamento de Gravitación y Teoría de Campos, Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Coyoacán, Ciudad de México 04510, Mexico Citation: Sotomayor-Bonilla, J.; * Correspondence: [email protected] (G.S.); [email protected] (C.R.S.) Callejo-Canal, E.D.; González-Salazar, C.; Suzán, G.; Stephens, C.R. Using Simple Summary: Given the significant impact on both human and animal health of mosquito- Data Mining and Network Analysis borne flaviviruses, a better understanding of their transmission cycles, viewed as a complex multi to Infer Arboviral Dynamics: The pathogen-vector-host system is urgently required.
    [Show full text]