The Bright Side of Microbial Dark Matter: Lessons Learned
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Genome Signature-Based Dissection of Human Gut Metagenomes to Extract Subliminal Viral Sequences
ARTICLE Received 16 Apr 2013 | Accepted 8 Aug 2013 | Published 16 Sep 2013 DOI: 10.1038/ncomms3420 OPEN Genome signature-based dissection of human gut metagenomes to extract subliminal viral sequences Lesley A. Ogilvie1, Lucas D. Bowler1, Jonathan Caplin2, Cinzia Dedi1, David Diston2,w, Elizabeth Cheek3, Huw Taylor2, James E. Ebdon2 & Brian V. Jones1 Bacterial viruses (bacteriophages) have a key role in shaping the development and functional outputs of host microbiomes. Although metagenomic approaches have greatly expanded our understanding of the prokaryotic virosphere, additional tools are required for the phage- oriented dissection of metagenomic data sets, and host-range affiliation of recovered sequences. Here we demonstrate the application of a genome signature-based approach to interrogate conventional whole-community metagenomes and access subliminal, phylogen- etically targeted, phage sequences present within. We describe a portion of the biological dark matter extant in the human gut virome, and bring to light a population of potentially gut- specific Bacteroidales-like phage, poorly represented in existing virus like particle-derived viral metagenomes. These predominantly temperate phage were shown to encode functions of direct relevance to human health in the form of antibiotic resistance genes, and provided evidence for the existence of putative ‘viral-enterotypes’ among this fraction of the human gut virome. 1 Centre for Biomedical and Health Science Research, School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton BN2 4GJ, UK. 2 School of Environment and Technology, University of Brighton, Brighton BN2 4GJ, UK. 3 School of Computing, Engineering and Mathematics, University of Brighton, Brighton BN2 4GJ, UK. w Present address: Mikrobiologische and Biotechnologische Risiken Bundesamt fu¨r Gesundheit BAG, 3003 Bern, Switzerland. -
Shedding Light on Microbial Dark Matter with a Universal Language
bioRxiv preprint doi: https://doi.org/10.1101/2020.12.23.424215; this version posted December 26, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC 4.0 International license. 1 Shedding Light on Microbial Dark Matter with A 2 Universal Language of Life 1,* 2 3 2,* 3 Hoarfrost A , Aptekmann, A , Farfañuk, G , Bromberg Y 4 1 Department of Marine and Coastal Sciences, Rutgers University, 71 Dudley Road, New Brunswick, NJ 08873, USA 5 2 Department of Biochemistry and Microbiology, 76 Lipman Dr, Rutgers University, New Brunswick, NJ 08901, USA 6 3 Department of Biological Chemistry, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina 7 8 * Corresponding author: [email protected]; [email protected] 9 Running Title: LookingGlass: a universal language of life 10 11 Abstract 12 The majority of microbial genomes have yet to be cultured, and most proteins 13 predicted from microbial genomes or sequenced from the environment cannot be 14 functionally annotated. As a result, current computational approaches to describe 15 microbial systems rely on incomplete reference databases that cannot adequately 16 capture the full functional diversity of the microbial tree of life, limiting our ability to 17 model high-level features of biological sequences. The scientific community needs a 18 means to capture the functionally and evolutionarily relevant features underlying 19 biology, independent of our incomplete reference databases. Such a model can form 20 the basis for transfer learning tasks, enabling downstream applications in 21 environmental microbiology, medicine, and bioengineering. -
Numerous Uncharacterized and Highly Divergent Microbes Which Colonize Humans Are Revealed by Circulating Cell-Free DNA
Numerous uncharacterized and highly divergent microbes which colonize humans are revealed by circulating cell-free DNA Mark Kowarskya, Joan Camunas-Solerb, Michael Kerteszb,1, Iwijn De Vlaminckb, Winston Kohb, Wenying Panb, Lance Martinb, Norma F. Neffb,c, Jennifer Okamotob,c, Ronald J. Wongd, Sandhya Kharbandae, Yasser El-Sayedf, Yair Blumenfeldf, David K. Stevensond, Gary M. Shawd, Nathan D. Wolfeg,h, and Stephen R. Quakeb,c,i,2 aDepartment of Physics, Stanford University, Stanford, CA 94305; bDepartment of Bioengineering, Stanford University, Stanford, CA 94305; cChan Zuckerberg Biohub, San Francisco, CA 94158; dDepartment of Pediatrics, Stanford University School of Medicine, Stanford University, Stanford, CA 94305; ePediatric Stem Cell Transplantation, Lucille Packard Children’s Hospital, Stanford University, Stanford, CA 94305; fDivision of Maternal–Fetal Medicine, Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford University, Stanford, CA 94305; gMetabiota, San Francisco, CA 94104; hGlobal Viral, San Francisco, CA 94104; and iDepartment of Applied Physics, Stanford University, Stanford, CA 94305 Contributed by Stephen R. Quake, July 12, 2017 (sent for review April 28, 2017; reviewed by Søren Brunak and Eran Segal) Blood circulates throughout the human body and contains mole- the body (18, 19); combining this observation with the average cules drawn from virtually every tissue, including the microbes and genome sizes of a human, bacterium, and virus (Gb, Mb, and viruses which colonize the body. Through massive shotgun sequenc- kb, respectively) suggests that approximately 1% of DNA by ing of circulating cell-free DNA from the blood, we identified mass in a human is derived from nonhost origins. Previous hundreds of new bacteria and viruses which represent previously studies by us and others have shown that indeed approximately unidentified members of the human microbiome. -
What Would You Do If You Could Sequence Everything?
PERspECTIVE What would you do if you could sequence everything? Avak Kahvejian1, John Quackenbush2 & John F Thompson1 It could be argued that the greatest transformative aspect ing technologies, be leveraged with insightful approaches to biology and of the Human Genome Project has been not the sequencing medicine to maximize the benefits to all? DNA sequence is no longer just of the genome itself, but the resultant development of new an end in itself, but it is rapidly becoming the digital substrate replac- technologies. A host of new approaches has fundamentally ing analog chip-based hybridization signals; it is the barcode tracking of changed the way we approach problems in basic and enormous numbers of samples; and it is the readout indicating a host of translational research. Now, a new generation of high-throughput chemical modifications and intermolecular interactions. Sequence data sequencing technologies promises to again transform the allow one to count mRNAs or other species of nucleic acids precisely, to scientific enterprise, potentially supplanting array-based determine sharp boundaries for interactions with proteins or positions technologies and opening up many new possibilities. By allowing of translocations and to identify novel variants and splice sites, all in one http://www.nature.com/naturebiotechnology DNA/RNA to be assayed more rapidly than previously possible, experiment with digital accuracy. these next-generation platforms promise a deeper understanding The brief history of molecular biology and genomic technologies has of genome regulation and biology. Significantly enhancing been marked by the introduction of new technologies, their rapid uptake sequencing throughput will allow us to follow the evolution and then a steady state or slow decline in use as newer techniques are of viral and bacterial resistance in real time, to uncover the developed that supersede them. -
Actinobacterial Rare Biospheres and Dark Matter Revealed in Habitats of the Chilean Atacama Desert
Idris H, Goodfellow M, Sanderson R, Asenjo JA, Bull AT. Actinobacterial Rare Biospheres and Dark Matter Revealed in Habitats of the Chilean Atacama Desert. Scientific Reports 2017, 7(1), 8373. Copyright: © The Author(s) 2017. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. DOI link to article: https://doi.org/10.1038/s41598-017-08937-4 Date deposited: 18/10/2017 This work is licensed under a Creative Commons Attribution 4.0 International License Newcastle University ePrints - eprint.ncl.ac.uk www.nature.com/scientificreports OPEN Actinobacterial Rare Biospheres and Dark Matter Revealed in Habitats of the Chilean Atacama Received: 13 April 2017 Accepted: 4 July 2017 Desert Published: xx xx xxxx Hamidah Idris1, Michael Goodfellow1, Roy Sanderson1, Juan A. Asenjo2 & Alan T. Bull3 The Atacama Desert is the most extreme non-polar biome on Earth, the core region of which is considered to represent the dry limit for life and to be an analogue for Martian soils. -
Discovering Viral Genomes in Human Metagenomic Data by Predicting
www.nature.com/scientificreports OPEN Discovering viral genomes in human metagenomic data by predicting unknown protein Received: 10 May 2017 Accepted: 28 November 2017 families Published online: 08 January 2018 Mauricio Barrientos-Somarribas1, David N. Messina 2, Christian Pou1, Fredrik Lysholm1,3, Annelie Bjerkner4, Tobias Allander4, Björn Andersson 1 & Erik L. L. Sonnhammer2 Massive amounts of metagenomics data are currently being produced, and in all such projects a sizeable fraction of the resulting data shows no or little homology to known sequences. It is likely that this fraction contains novel viruses, but identifcation is challenging since they frequently lack homology to known viruses. To overcome this problem, we developed a strategy to detect ORFan protein families in shotgun metagenomics data, using similarity-based clustering and a set of flters to extract bona fde protein families. We applied this method to 17 virus-enriched libraries originating from human nasopharyngeal aspirates, serum, feces, and cerebrospinal fuid samples. This resulted in 32 predicted putative novel gene families. Some families showed detectable homology to sequences in metagenomics datasets and protein databases after reannotation. Notably, one predicted family matches an ORF from the highly variable Torque Teno virus (TTV). Furthermore, follow-up from a predicted ORFan resulted in the complete reconstruction of a novel circular genome. Its organisation suggests that it most likely corresponds to a novel bacteriophage in the microviridae family, hence it was named bacteriophage HFM. Characterization of the human virome is crucial for our understanding of the role of the microbiome in health and disease. Te shif from culture-based methods to metagenomics in recent years, combined with the devel- opment of virus particle enrichment protocols, has made it possible to efciently study the entire fora of human viruses and bacteriophages associated with the human microbiome. -
UC Berkeley Electronic Theses and Dissertations
UC Berkeley UC Berkeley Electronic Theses and Dissertations Title Interactions of Microbes in Communities Permalink https://escholarship.org/uc/item/2hg5h7k6 Author Sczesnak, Andrew Publication Date 2018 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California Interactions of Microbes in Communities By Andrew Sczesnak A dissertation submitted in partial satisfaction of the requirements for the degree of Joint Doctor of Philosophy with University of California, San Francisco in Bioengineering in the Graduate Division of the University of California, Berkeley Committee in charge: Professor Adam P. Arkin, Chair Professor Matthew Traxler Professor Michael Fischbach Fall 2018 Abstract Interactions of Microbes in Communities By Andrew Sczesnak Joint Doctor of Philosophy with University of California, San Francisco in Bioengineering University of California, Berkeley Professor Adam P. Arkin, Chair Groups of microorganisms sharing an environment (microbial communities) are ubiquitous in nature. Microbial communities provide essential ecosystem services to other life on Earth by e.g., participating in global biogeochemical processes or interacting with a host’s immune system. Such microbes compete for scarce resources, modify an environment for their own purposes, actively war, and occasionally cooperate. Though numerous studies have surveyed the diversity of microbial life in different environments, few have determined the ways in which members of microbial communities interact with one another. Understanding the ways and means by which microbes interact is essential if we are to understand how microbial communities form, persist, and change over time. Knowledge of these processes will allow us to rationally design microbial communities to perform useful functions and predict how our actions might shift the balance of microbes in a community, and thus affect its function. -
Aquatic Microbial Ecology 79:1
Vol. 79: 1–12, 2017 AQUATIC MICROBIAL ECOLOGY Published online March 28 https://doi.org/10.3354/ame01811 Aquat Microb Ecol Contribution to AME Special 6 ‘SAME 14: progress and perspectives in aquatic microbial ecology’ OPENPEN ACCESSCCESS REVIEW Exploring the oceanic microeukaryotic interactome with metaomics approaches Anders K. Krabberød1, Marit F. M. Bjorbækmo1, Kamran Shalchian-Tabrizi1, Ramiro Logares2,1,* 1University of Oslo, Department of Biosciences, Section for Genetics and Evolutionary Biology (Evogene), Blindernv. 31, 0316 Oslo, Norway 2Institute of Marine Sciences (ICM), CSIC, Passeig Marítim de la Barceloneta, Barcelona, Spain ABSTRACT: Biological communities are systems composed of many interacting parts (species, populations or single cells) that in combination constitute the functional basis of the biosphere. Animal and plant ecologists have advanced substantially our understanding of ecological inter- actions. In contrast, our knowledge of ecological interaction in microbes is still rudimentary. This represents a major knowledge gap, as microbes are key players in almost all ecosystems, particu- larly in the oceans. Several studies still pool together widely different marine microbes into broad functional categories (e.g. grazers) and therefore overlook fine-grained species/population-spe- cific interactions. Increasing our understanding of ecological interactions is particularly needed for oceanic microeukaryotes, which include a large diversity of poorly understood symbiotic rela- tionships that range from mutualistic to parasitic. The reason for the current state of affairs is that determining ecological interactions between microbes has proven to be highly challenging. How- ever, recent technological developments in genomics and transcriptomics (metaomics for short), coupled with microfluidics and high-performance computing are making it increasingly feasible to determine ecological interactions at the microscale. -
Insights Into the Dynamics Between Viruses and Their Hosts in a Hot Spring Microbial Mat
The ISME Journal (2020) 14:2527–2541 https://doi.org/10.1038/s41396-020-0705-4 ARTICLE Insights into the dynamics between viruses and their hosts in a hot spring microbial mat 1,2,11 1,2 1,2 1,2 1,2 Jessica K. Jarett ● Mária Džunková ● Frederik Schulz ● Simon Roux ● David Paez-Espino ● 1,2 1,2 1,2 3 4 Emiley Eloe-Fadrosh ● Sean P. Jungbluth ● Natalia Ivanova ● John R. Spear ● Stephanie A. Carr ● 5 6 7 8,9 1,2 Christopher B. Trivedi ● Frank A. Corsetti ● Hope A. Johnson ● Eric Becraft ● Nikos Kyrpides ● 9 1,2,10 Ramunas Stepanauskas ● Tanja Woyke Received: 13 January 2020 / Revised: 3 June 2020 / Accepted: 11 June 2020 / Published online: 13 July 2020 © The Author(s) 2020. This article is published with open access Abstract Our current knowledge of host–virus interactions in biofilms is limited to computational predictions based on laboratory experiments with a small number of cultured bacteria. However, natural biofilms are diverse and chiefly composed of uncultured bacteria and archaea with no viral infection patterns and lifestyle predictions described to date. Herein, we predict the first DNA sequence-based host–virus interactions in a natural biofilm. Using single-cell genomics and metagenomics – 1234567890();,: 1234567890();,: applied to a hot spring mat of the Cone Pool in Mono County, California, we provide insights into virus host range, lifestyle and distribution across different mat layers. Thirty-four out of 130 single cells contained at least one viral contig (26%), which, together with the metagenome-assembled genomes, resulted in detection of 59 viruses linked to 34 host species. -
Libros Sobre Enfermedades Autoinmunes: Tratamientos, Tipos Y Diagnósticos- Profesor Dr
- LIBROS SOBRE ENFERMEDADES AUTOINMUNES: TRATAMIENTOS, TIPOS Y DIAGNÓSTICOS- PROFESOR DR. ENRIQUE BARMAIMON- 9 TOMOS- AÑO 2020.1- TOMO VI- - LIBROS SOBRE ENFERMEDADES AUTOINMUNES: TRATAMIENTOS, TIPOS Y DIAGNÓSTICOS . AUTOR: PROFESOR DR. ENRIQUE BARMAIMON.- - Doctor en Medicina.- - Cátedras de: - Anestesiología - Cuidados Intensivos - Neuroanatomía - Neurofisiología - Psicofisiología - Neuropsicología. - 9 TOMOS - - TOMO VI - -AÑO 2020- 1ª Edición Virtual: (.2020. 1)- - MONTEVIDEO, URUGUAY. 1 - LIBROS SOBRE ENFERMEDADES AUTOINMUNES: TRATAMIENTOS, TIPOS Y DIAGNÓSTICOS- PROFESOR DR. ENRIQUE BARMAIMON- 9 TOMOS- AÑO 2020.1- TOMO VI- - Queda terminantemente prohibido reproducir este libro en forma escrita y virtual, total o parcialmente, por cualquier medio, sin la autorización previa del autor. -Derechos reservados. 1ª Edición. Año 2020. Impresión [email protected]. - email: [email protected].; y [email protected]; -Montevideo, 15 de enero de 2020. - BIBLIOTECA VIRTUAL DE SALUD del S. M.U. del URUGUAY; y BIBLIOTECA DEL COLEGIO MÉDICO DEL URUGUAY. 0 0 0 0 0 0 0 0. 2 - LIBROS SOBRE ENFERMEDADES AUTOINMUNES: TRATAMIENTOS, TIPOS Y DIAGNÓSTICOS- PROFESOR DR. ENRIQUE BARMAIMON- 9 TOMOS- AÑO 2020.1- TOMO VI- - TOMO V I - 3 - LIBROS SOBRE ENFERMEDADES AUTOINMUNES: TRATAMIENTOS, TIPOS Y DIAGNÓSTICOS- PROFESOR DR. ENRIQUE BARMAIMON- 9 TOMOS- AÑO 2020.1- TOMO VI- - ÍNDICE.- - TOMO I . - - ÍNDICE. - PRÓLOGO.- - INTRODUCCIÓN. - CAPÍTULO I: -1)- GENERALIDADES. -1.1)- DEFINICIÓN. -1.2)- CAUSAS Y FACTORES DE RIESGO. -1.2.1)- FACTORES EMOCIONALES. -1.2.2)- FACTORES AMBIENTALES. -1.2.3)- FACTORES GENÉTICOS. -1.3)- Enterarse aquí, como las 10 Tipos de semillas pueden mejorar la salud. - 1.4)- TIPOS DE TRATAMIENTO DE ENFERMEDADES AUTOINMUNES. -1.4.1)- Remedios Naturales. -1.4.1.1)- Mejorar la Dieta. -
Marine Sediments Illuminate Chlamydiae Diversity and Evolution
Supplementary Information for: Marine sediments illuminate Chlamydiae diversity and evolution Jennah E. Dharamshi1, Daniel Tamarit1†, Laura Eme1†, Courtney Stairs1, Joran Martijn1, Felix Homa1, Steffen L. Jørgensen2, Anja Spang1,3, Thijs J. G. Ettema1,4* 1 Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, SE-75123 Uppsala, Sweden 2 Department of Earth Science, Centre for Deep Sea Research, University of Bergen, N-5020 Bergen, Norway 3 Department of Marine Microbiology and Biogeochemistry, NIOZ Royal Netherlands Institute for Sea Research, and Utrecht University, NL-1790 AB Den Burg, The Netherlands 4 Laboratory of Microbiology, Department of Agrotechnology and Food Sciences, Wageningen University, 6708 WE Wageningen, The Netherlands. † These authors contributed equally * Correspondence to: Thijs J. G. Ettema, Email: [email protected] Supplementary Information Supplementary Discussions ............................................................................................................................ 3 1. Evolutionary relationships within the Chlamydiae phylum ............................................................................. 3 2. Insights into the evolution of pathogenicity in Chlamydiaceae ...................................................................... 8 3. Secretion systems and flagella in Chlamydiae .............................................................................................. 13 4. Phylogenetic diversity of chlamydial nucleotide transporters. .................................................................... -
Impact of Single-Cell Genomics and Metagenomics on the Emerging View of Extremophile ‘‘Microbial Dark Matter’’
Extremophiles DOI 10.1007/s00792-014-0664-7 SPECIAL ISSUE: REVIEW 10th International Congress on Extremophiles Impact of single-cell genomics and metagenomics on the emerging view of extremophile ‘‘microbial dark matter’’ Brian P. Hedlund • Jeremy A. Dodsworth • Senthil K. Murugapiran • Christian Rinke • Tanja Woyke Received: 2 April 2014 / Accepted: 5 June 2014 Ó Springer Japan 2014 Abstract Despite [130 years of microbial cultivation unique genomic features such as stop codon reassignments, studies, many microorganisms remain resistant to tradi- and predictions about cell ultrastructure. In addition, the tional cultivation approaches, including numerous candi- rapid expansion of genomic coverage enabled by these date phyla of bacteria and archaea. Unraveling the studies continues to yield insights into the early diversifi- mysteries of these candidate phyla is a grand challenge in cation of microbial lineages and the relationships within microbiology and is especially important in habitats where and between the phyla of Bacteria and Archaea. In the next they are abundant, including some extreme environments 5 years, the genomic foliage within the tree of life will and low-energy ecosystems. Over the past decade, parallel continue to grow and the study of yet-uncultivated candi- advances in DNA amplification, DNA sequencing and date phyla will firmly transition into the post-genomic era. computing have enabled rapid progress on this problem, particularly through metagenomics and single-cell Keywords Single-cell genomics Á Metagenomics Á genomics. Although each approach suffers limitations, Candidate phyla Á Genomic encyclopedia of bacteria and metagenomics and single-cell genomics are particularly archaea (GEBA) Á ‘‘Microbial dark matter’’ powerful when combined synergistically.