51
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Ahlgren NA, Perelman JN, Yeh YC, Fuhrman JA. Multi-year dynamics of fine-scale marine cyanobacterial populations are more strongly explained by phage interactions than abiotic, bottom-up factors. Environ Microbiol 2019; 21:2948-2963. [PMID: 31106939 DOI: 10.1111/1462-2920.14687] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 03/29/2019] [Accepted: 04/16/2019] [Indexed: 12/01/2022]
Abstract
Currently defined ecotypes in marine cyanobacteria Prochlorococcus and Synechococcus likely contain subpopulations that themselves are ecologically distinct. We developed and applied high-throughput sequencing for the 16S-23S rRNA internally transcribed spacer (ITS) to examine ecotype and fine-scale genotypic community dynamics for monthly surface water samples spanning 5 years at the San Pedro Ocean Time-series site. Ecotype-level structure displayed regular seasonal patterns including succession, consistent with strong forcing by seasonally varying abiotic parameters (e.g. temperature, nutrients, light). We identified tens to thousands of amplicon sequence variants (ASVs) within ecotypes, many of which exhibited distinct patterns over time, suggesting ecologically distinct populations within ecotypes. Community structure within some ecotypes exhibited regular, seasonal patterns, but not for others, indicating other more irregular processes such as phage interactions are important. Network analysis including T4-like phage genotypic data revealed distinct viral variants correlated with different groups of cyanobacterial ASVs including time-lagged predator-prey relationships. Variation partitioning analysis indicated that phage community structure more strongly explains cyanobacterial community structure at the ASV level than the abiotic environmental factors. These results support a hierarchical model whereby abiotic environmental factors more strongly shape niche partitioning at the broader ecotype level while phage interactions are more important in shaping community structure of fine-scale variants within ecotypes.
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Affiliation(s)
- Nathan A Ahlgren
- Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Jessica N Perelman
- Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Yi-Chun Yeh
- Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Jed A Fuhrman
- Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
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52
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Michniewski S, Redgwell T, Grigonyte A, Rihtman B, Aguilo‐Ferretjans M, Christie‐Oleza J, Jameson E, Scanlan DJ, Millard AD. Riding the wave of genomics to investigate aquatic coliphage diversity and activity. Environ Microbiol 2019; 21:2112-2128. [PMID: 30884081 PMCID: PMC6563131 DOI: 10.1111/1462-2920.14590] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 03/12/2019] [Accepted: 03/13/2019] [Indexed: 12/17/2022]
Abstract
Bacteriophages infecting Escherichia coli (coliphages) have been used as a proxy for faecal matter and water quality from a variety of environments. However, the diversity of coliphages that is present in seawater remains largely unknown, with previous studies largely focusing on morphological diversity. Here, we isolated and characterized coliphages from three coastal locations in the United Kingdom and Poland. Comparative genomics and phylogenetic analysis of phage isolates facilitated the identification of putative new species within the genera Rb69virus and T5virus and a putative new genus within the subfamily Tunavirinae. Furthermore, genomic and proteomic analysis combined with host range analysis allowed the identification of a putative tail fibre that is likely responsible for the observed differences in host range of phages vB_Eco_mar003J3 and vB_Eco_mar004NP2.
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Affiliation(s)
- Slawomir Michniewski
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | - Tamsin Redgwell
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | - Aurelija Grigonyte
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | - Branko Rihtman
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | | | | | - Eleanor Jameson
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | - David J. Scanlan
- School of Life SciencesUniversity of WarwickGibbet Hill Road, Coventry CV4 7ALUK
| | - Andrew D. Millard
- Department of Genetics and Genome BiologyUniversity of Leicester, University RoadLeicester LE1 7RHUK
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53
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Gregory AC, Zayed AA, Conceição-Neto N, Temperton B, Bolduc B, Alberti A, Ardyna M, Arkhipova K, Carmichael M, Cruaud C, Dimier C, Domínguez-Huerta G, Ferland J, Kandels S, Liu Y, Marec C, Pesant S, Picheral M, Pisarev S, Poulain J, Tremblay JÉ, Vik D, Babin M, Bowler C, Culley AI, de Vargas C, Dutilh BE, Iudicone D, Karp-Boss L, Roux S, Sunagawa S, Wincker P, Sullivan MB. Marine DNA Viral Macro- and Microdiversity from Pole to Pole. Cell 2019; 177:1109-1123.e14. [PMID: 31031001 PMCID: PMC6525058 DOI: 10.1016/j.cell.2019.03.040] [Citation(s) in RCA: 464] [Impact Index Per Article: 77.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/05/2019] [Accepted: 03/20/2019] [Indexed: 01/04/2023]
Abstract
Microbes drive most ecosystems and are modulated by viruses that impact their lifespan, gene flow, and metabolic outputs. However, ecosystem-level impacts of viral community diversity remain difficult to assess due to classification issues and few reference genomes. Here, we establish an ∼12-fold expanded global ocean DNA virome dataset of 195,728 viral populations, now including the Arctic Ocean, and validate that these populations form discrete genotypic clusters. Meta-community analyses revealed five ecological zones throughout the global ocean, including two distinct Arctic regions. Across the zones, local and global patterns and drivers in viral community diversity were established for both macrodiversity (inter-population diversity) and microdiversity (intra-population genetic variation). These patterns sometimes, but not always, paralleled those from macro-organisms and revealed temperate and tropical surface waters and the Arctic as biodiversity hotspots and mechanistic hypotheses to explain them. Such further understanding of ocean viruses is critical for broader inclusion in ecosystem models.
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Affiliation(s)
- Ann C Gregory
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Ahmed A Zayed
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Nádia Conceição-Neto
- Department of Microbiology and Immunology, Rega Institute for Medical Research, Laboratory of Viral Metagenomics, KU Leuven-University of Leuven, Leuven, Belgium; Department of Microbiology and Immunology, Rega Institute for Medical Research, Laboratory for Clinical and Epidemiological Virology, KU Leuven-University of Leuven, Leuven, Belgium
| | - Ben Temperton
- School of Biosciences, University of Exeter, Exeter, UK
| | - Ben Bolduc
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Adriana Alberti
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91057 Evry, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Mathieu Ardyna
- Sorbonne Université, CNRS, Laboratoire d'Océanographie de Villefanche, LOV, 06230 Villefranche-sur-mer, France
| | - Ksenia Arkhipova
- Theoretical Biology and Bioinformatics, Utrecht University, Utrecht, the Netherlands
| | - Margaux Carmichael
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M ECOMAP, 29680 Roscoff, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Corinne Cruaud
- CEA-Institut de Biologie François Jacob, Genoscope, Evry 91057, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Céline Dimier
- Sorbonne Université, CNRS, Laboratoire d'Océanographie de Villefanche, LOV, 06230 Villefranche-sur-mer, France; Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | | | - Joannie Ferland
- Département de biologie, Québec Océan and Takuvik Joint International Laboratory (UMI 3376), Université Laval (Canada)-CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Stefanie Kandels
- Structural and Computational Biology, European Molecular Biology Laboratory, 69117 Heidelberg, Germany; Directors' Research, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Yunxiao Liu
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Claudie Marec
- Département de biologie, Québec Océan and Takuvik Joint International Laboratory (UMI 3376), Université Laval (Canada)-CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Stéphane Pesant
- PANGAEA, Data Publisher for Earth and Environmental Science, University of Bremen, 28359 Bremen, Germany; MARUM, Bremen University, 28359 Bremen, Germany
| | - Marc Picheral
- Sorbonne Université, CNRS, Laboratoire d'Océanographie de Villefanche, LOV, 06230 Villefranche-sur-mer, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Sergey Pisarev
- Shirshov Institute of Oceanology of Russian Academy of Sciences, 36 Nakhimovsky prosp, 117997 Moscow, Russia
| | - Julie Poulain
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91057 Evry, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Jean-Éric Tremblay
- Département de biologie, Québec Océan and Takuvik Joint International Laboratory (UMI 3376), Université Laval (Canada)-CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Dean Vik
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Marcel Babin
- Département de biologie, Québec Océan and Takuvik Joint International Laboratory (UMI 3376), Université Laval (Canada)-CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Chris Bowler
- Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, 75005 Paris, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Alexander I Culley
- Département de biochimie, microbiologie et bio-informatique, Université Laval, Québec, QC G1V 0A6, Canada
| | - Colomban de Vargas
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M ECOMAP, 29680 Roscoff, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, Utrecht, the Netherlands; Centre for Molecular and Biomolecular Informatics, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Daniele Iudicone
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Lee Karp-Boss
- School of Marine Sciences, University of Maine, Orono, ME, USA
| | - Simon Roux
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA
| | - Shinichi Sunagawa
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, 8093 Zurich, Switzerland
| | - Patrick Wincker
- Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91057 Evry, France; Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH 43210, USA; Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH 43210, USA.
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54
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Bin Jang H, Bolduc B, Zablocki O, Kuhn JH, Roux S, Adriaenssens EM, Brister JR, Kropinski AM, Krupovic M, Lavigne R, Turner D, Sullivan MB. Taxonomic assignment of uncultivated prokaryotic virus genomes is enabled by gene-sharing networks. Nat Biotechnol 2019; 37:632-639. [PMID: 31061483 DOI: 10.1038/s41587-019-0100-8] [Citation(s) in RCA: 526] [Impact Index Per Article: 87.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 03/11/2019] [Indexed: 01/03/2023]
Abstract
Microbiomes from every environment contain a myriad of uncultivated archaeal and bacterial viruses, but studying these viruses is hampered by the lack of a universal, scalable taxonomic framework. We present vConTACT v.2.0, a network-based application utilizing whole genome gene-sharing profiles for virus taxonomy that integrates distance-based hierarchical clustering and confidence scores for all taxonomic predictions. We report near-identical (96%) replication of existing genus-level viral taxonomy assignments from the International Committee on Taxonomy of Viruses for National Center for Biotechnology Information virus RefSeq. Application of vConTACT v.2.0 to 1,364 previously unclassified viruses deposited in virus RefSeq as reference genomes produced automatic, high-confidence genus assignments for 820 of the 1,364. We applied vConTACT v.2.0 to analyze 15,280 Global Ocean Virome genome fragments and were able to provide taxonomic assignments for 31% of these data, which shows that our algorithm is scalable to very large metagenomic datasets. Our taxonomy tool can be automated and applied to metagenomes from any environment for virus classification.
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Affiliation(s)
- Ho Bin Jang
- Department of Microbiology, Ohio State University, Columbus, OH, USA
| | - Benjamin Bolduc
- Department of Microbiology, Ohio State University, Columbus, OH, USA
| | - Olivier Zablocki
- Department of Microbiology, Ohio State University, Columbus, OH, USA
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD, USA
| | - Simon Roux
- US Department of Energy Joint Genome Institute, Walnut Creek, CA, USA
| | - Evelien M Adriaenssens
- Institute of Integrative Biology, University of Liverpool, Liverpool, UK.,Quadram Institute Bioscience, Norwich Research Park, Norwich, UK
| | - J Rodney Brister
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Andrew M Kropinski
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.,Department of Food Science, University of Guelph, Guelph, Ontario, Canada
| | - Mart Krupovic
- Unité Biologie Moléculaire du Gène chez les Extrêmophiles, Institut Pasteur, Paris, France
| | - Rob Lavigne
- Laboratory of Gene Technology, Department of Biosystems, Faculty of BioScience Engineering, KU Leuven, Leuven, Belgium
| | - Dann Turner
- Centre for Research in Biosciences, Department of Applied Sciences, Faculty of Health and Applied Sciences, University of the West of England, Bristol, UK
| | - Matthew B Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH, USA. .,Department of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH, USA.
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55
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Roux S, Adriaenssens EM, Dutilh BE, Koonin EV, Kropinski AM, Krupovic M, Kuhn JH, Lavigne R, Brister JR, Varsani A, Amid C, Aziz RK, Bordenstein SR, Bork P, Breitbart M, Cochrane GR, Daly RA, Desnues C, Duhaime MB, Emerson JB, Enault F, Fuhrman JA, Hingamp P, Hugenholtz P, Hurwitz BL, Ivanova NN, Labonté JM, Lee KB, Malmstrom RR, Martinez-Garcia M, Mizrachi IK, Ogata H, Páez-Espino D, Petit MA, Putonti C, Rattei T, Reyes A, Rodriguez-Valera F, Rosario K, Schriml L, Schulz F, Steward GF, Sullivan MB, Sunagawa S, Suttle CA, Temperton B, Tringe SG, Thurber RV, Webster NS, Whiteson KL, Wilhelm SW, Wommack KE, Woyke T, Wrighton KC, Yilmaz P, Yoshida T, Young MJ, Yutin N, Allen LZ, Kyrpides NC, Eloe-Fadrosh EA. Minimum Information about an Uncultivated Virus Genome (MIUViG). Nat Biotechnol 2019; 37:29-37. [PMID: 30556814 PMCID: PMC6871006 DOI: 10.1038/nbt.4306] [Citation(s) in RCA: 387] [Impact Index Per Article: 64.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 11/01/2018] [Indexed: 12/22/2022]
Abstract
We present an extension of the Minimum Information about any (x) Sequence (MIxS) standard for reporting sequences of uncultivated virus genomes. Minimum Information about an Uncultivated Virus Genome (MIUViG) standards were developed within the Genomic Standards Consortium framework and include virus origin, genome quality, genome annotation, taxonomic classification, biogeographic distribution and in silico host prediction. Community-wide adoption of MIUViG standards, which complement the Minimum Information about a Single Amplified Genome (MISAG) and Metagenome-Assembled Genome (MIMAG) standards for uncultivated bacteria and archaea, will improve the reporting of uncultivated virus genomes in public databases. In turn, this should enable more robust comparative studies and a systematic exploration of the global virosphere.
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Affiliation(s)
- Simon Roux
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | | | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, Utrecht, the Netherlands
- Centre for Molecular and Biomolecular Informatics, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Eugene V Koonin
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland USA
| | - Andrew M Kropinski
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario Canada
| | - Mart Krupovic
- Institut Pasteur, Unité Biologie Moléculaire du Gène chez les Extrêmophiles, Paris, France
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, Maryland USA
| | - Rob Lavigne
- KU Leuven, Laboratory of Gene Technology, Heverlee, Belgium
| | - J Rodney Brister
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland USA
| | - Arvind Varsani
- Biodesign Center for Fundamental and Applied Microbiomics, Center for Evolution and Medicine, School of Life Sciences, Arizona State University, Tempe, Arizona USA
- Department of Integrative Biomedical Sciences, Structural Biology Research Unit, University of Cape Town, Observatory, Cape Town, South Africa
| | - Clara Amid
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, UK
| | - Ramy K Aziz
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Seth R Bordenstein
- Departments of Biological Sciences and Pathology, Microbiology, and Immunology, Vanderbilt Institute for Infection, Immunology and Inflammation, Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee USA
| | - Peer Bork
- European Molecular Biology Laboratory, Heidelberg, Germany
| | - Mya Breitbart
- College of Marine Science, University of South Florida, Saint Petersburg, Florida USA
| | - Guy R Cochrane
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, UK
| | - Rebecca A Daly
- Soil and Crop Sciences Department, Colorado State University, Fort Collins, Colorado USA
| | - Christelle Desnues
- Aix-Marseille Université, CNRS, MEPHI, IHU Méditerranée Infection, Marseille, France
| | - Melissa B Duhaime
- Department of Ecology & Evolutionary Biology, University of Michigan, Ann Arbor, Michigan USA
| | - Joanne B Emerson
- Department of Plant Pathology, University of California, Davis, Davis, California USA
| | - François Enault
- LMGE,UMR 6023 CNRS, Université Clermont Auvergne, Aubiére, France
| | - Jed A Fuhrman
- University of Southern California, Los Angeles, Los Angeles, California USA
| | - Pascal Hingamp
- Aix Marseille Université,
- , Université de Toulon, CNRS, IRD, MIO UM 110, Marseille, France
| | - Philip Hugenholtz
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, Queensland Australia
| | - Bonnie L Hurwitz
- Department of Agricultural and Biosystems Engineering, University of Arizona, Tucson, Arizona USA
- BIO5 Research Institute, University of Arizona, Tucson, Arizona USA
| | - Natalia N Ivanova
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | - Jessica M Labonté
- Department of Marine Biology, Texas A&M University at Galveston, Galveston, Texas USA
| | - Kyung-Bum Lee
- DDBJ Center, National Institute of Genetics, Mishima, Shizuoka Japan
| | - Rex R Malmstrom
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | - Manuel Martinez-Garcia
- Department of Physiology, Genetics and Microbiology, University of Alicante, Alicante, Spain
| | - Ilene Karsch Mizrachi
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland USA
| | - Hiroyuki Ogata
- Institute for Chemical Research, Kyoto University, Uji, Japan
| | - David Páez-Espino
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | - Marie-Agnès Petit
- Micalis Institute, INRA, AgroParisTech, Université Paris-Saclay, Jouy-en-Josas, France
| | - Catherine Putonti
- Department of Biology, Loyola University Chicago, Chicago, Illinois USA
- Bioinformatics Program, Loyola University Chicago, Chicago, Illinois USA
- Department of Computer Science, Loyola University Chicago, Chicago, Illinois USA
| | - Thomas Rattei
- Division of Computational Systems Biology, Department of Microbiology and Ecosystem Science, Research Network “Chemistry Meets Microbiology,” University of Vienna, Vienna, Austria
| | - Alejandro Reyes
- Department of Biological Sciences, Max Planck Tandem Group in Computational Biology, Universidad de los Andes, Bogotá, Colombia
| | - Francisco Rodriguez-Valera
- Departamento de Producción Vegetal y Microbiología, Evolutionary Genomics Group, Universidad Miguel Hernández, Alicante, Spain
| | - Karyna Rosario
- College of Marine Science, University of South Florida, Saint Petersburg, Florida USA
| | - Lynn Schriml
- University of Maryland School of Medicine, Baltimore, Maryland USA
| | - Frederik Schulz
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | - Grieg F Steward
- Department of Oceanography, Center for Microbial Oceanography: Research and Education, University of Hawai'i at Mānoa, Honolulu, Hawai'i USA
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, Ohio USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, Ohio USA
| | | | - Curtis A Suttle
- Department of Earth, Ocean and Atmospheric Sciences, University of British Columbia, Vancouver, British Columbia Canada
- Department of Botany, University of British Columbia, Vancouver, British Columbia Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia Canada
- Institute of Oceans and Fisheries, University of British Columbia, Vancouver, British Columbia Canada
| | - Ben Temperton
- School of Biosciences, University of Exeter, Exeter, UK
| | - Susannah G Tringe
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | | | - Nicole S Webster
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, Queensland Australia
- Australian Institute of Marine Science, Townsville, Queensland Australia
| | - Katrine L Whiteson
- Department of Molecular Biology and Biochemistry, University of California, Irvine, California USA
| | - Steven W Wilhelm
- Department of Microbiology, University of Tennessee, Knoxville, Tennessee USA
| | - K Eric Wommack
- University of Delaware, Delaware Biotechnology Institute, Newark, Delaware USA
| | - Tanja Woyke
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
| | - Kelly C Wrighton
- Soil and Crop Sciences Department, Colorado State University, Fort Collins, Colorado USA
| | - Pelin Yilmaz
- Microbial Physiology Group, Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Takashi Yoshida
- Graduate School of Agriculture, Kyoto University, Kitashirakawa-Oiwake, Kyoto, Japan
| | - Mark J Young
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, Montana USA
| | - Natalya Yutin
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland USA
| | - Lisa Zeigler Allen
- J Craig Venter Institute, La Jolla, California USA
- Scripps Institution of Oceanography, University of California, San Diego, La Jolla, California, USA.,
| | - Nikos C Kyrpides
- US Department of Energy Joint Genome Institute, Walnut Creek, California USA
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56
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Genomic Characterization of Cyanophage vB_AphaS-CL131 Infecting Filamentous Diazotrophic Cyanobacterium Aphanizomenon flos-aquae Reveals Novel Insights into Virus-Bacterium Interactions. Appl Environ Microbiol 2018; 85:AEM.01311-18. [PMID: 30367000 PMCID: PMC6293099 DOI: 10.1128/aem.01311-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Accepted: 10/07/2018] [Indexed: 12/29/2022] Open
Abstract
While filamentous cyanobacteria play a crucial role in food web dynamics and biogeochemical cycling of many aquatic ecosystems around the globe, the knowledge regarding the phages infecting them is limited. Here, we describe the complete genome of the virulent cyanophage vB_AphaS-CL131 (here, CL 131), a Siphoviridae phage that infects the filamentous diazotrophic bloom-forming cyanobacterium Aphanizomenon flos-aquae in the brackish Baltic Sea. CL 131 features a 112,793-bp double-stranded DNA (dsDNA) genome encompassing 149 putative open reading frames (ORFs), of which the majority (86%) lack sequence homology to genes with known functions in other bacteriophages or bacteria. Phylogenetic analysis revealed that CL 131 possibly represents a new evolutionary lineage within the group of cyanophages infecting filamentous cyanobacteria, which form a separate cluster from phages infecting unicellular cyanobacteria. CL 131 encodes a putative type V-U2 CRISPR-Cas system with one spacer (out of 10) targeting a DNA primase pseudogene in a cyanobacterium and a putative type II toxin-antitoxin system, consisting of a GNAT family N-acetyltransferase and a protein of unknown function containing the PRK09726 domain (characteristic of HipB antitoxins). Comparison of CL 131 proteins to reads from Baltic Sea and other available fresh- and brackish-water metagenomes and analysis of CRISPR-Cas arrays in publicly available A. flos-aquae genomes demonstrated that phages similar to CL 131 are present and dynamic in the Baltic Sea and share a common history with their hosts dating back at least several decades. In addition, different CRISPR-Cas systems within individual A. flos-aquae genomes targeted several sequences in the CL 131 genome, including genes related to virion structure and morphogenesis. Altogether, these findings revealed new genomic information for exploring viral diversity and provide a model system for investigation of virus-host interactions in filamentous cyanobacteria.IMPORTANCE The genomic characterization of novel cyanophage vB_AphaS-CL131 and the analysis of its genomic features in the context of other viruses, metagenomic data, and host CRISPR-Cas systems contribute toward a better understanding of aquatic viral diversity and distribution in general and of brackish-water cyanophages infecting filamentous diazotrophic cyanobacteria in the Baltic Sea in particular. The results of this study revealed previously undescribed features of cyanophage genomes (e.g., self-excising intein-containing putative dCTP deaminase and putative cyanophage-encoded CRISPR-Cas and toxin-antitoxin systems) and can therefore be used to predict potential interactions between bloom-forming cyanobacteria and their cyanophages.
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Daly RA, Roux S, Borton MA, Morgan DM, Johnston MD, Booker AE, Hoyt DW, Meulia T, Wolfe RA, Hanson AJ, Mouser PJ, Moore JD, Wunch K, Sullivan MB, Wrighton KC, Wilkins MJ. Viruses control dominant bacteria colonizing the terrestrial deep biosphere after hydraulic fracturing. Nat Microbiol 2018; 4:352-361. [DOI: 10.1038/s41564-018-0312-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 10/30/2018] [Indexed: 12/20/2022]
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Enav H, Kirzner S, Lindell D, Mandel-Gutfreund Y, Béjà O. Adaptation to sub-optimal hosts is a driver of viral diversification in the ocean. Nat Commun 2018; 9:4698. [PMID: 30409965 PMCID: PMC6224464 DOI: 10.1038/s41467-018-07164-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 10/22/2018] [Indexed: 12/16/2022] Open
Abstract
Cyanophages of the Myoviridae family include generalist viruses capable of infecting a wide range of hosts including those from different cyanobacterial genera. While the influence of phages on host evolution has been studied previously, it is not known how the infection of distinct hosts influences the evolution of cyanophage populations. Here, using an experimental evolution approach, we investigated the adaptation of multiple cyanophage populations to distinct cyanobacterial hosts. We show that when infecting an "optimal" host, whose infection is the most efficient, phage populations accumulated only a few mutations. However, when infecting "sub-optimal" hosts, different mutations spread in the phage populations, leading to rapid diversification into distinct subpopulations. Based on our results, we propose a model demonstrating how shifts in microbial abundance, which lead to infection of "sub-optimal" hosts, act as a driver for rapid diversification of viral populations.
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Affiliation(s)
- Hagay Enav
- Faculty of Biology, Technion-Israel Institute of Technology, 32000, Haifa, Israel. .,Department of Microbiome Science, Max-Planck Institute for Developmental Biology, 72076, Tübingen, Germany.
| | - Shay Kirzner
- Faculty of Biology, Technion-Israel Institute of Technology, 32000, Haifa, Israel
| | - Debbie Lindell
- Faculty of Biology, Technion-Israel Institute of Technology, 32000, Haifa, Israel
| | - Yael Mandel-Gutfreund
- Faculty of Biology, Technion-Israel Institute of Technology, 32000, Haifa, Israel.,Department of Computer Sciences, Technion-Israel Institute of Technology, 32000, Haifa, Israel
| | - Oded Béjà
- Faculty of Biology, Technion-Israel Institute of Technology, 32000, Haifa, Israel.
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Gregory AC, Sullivan MB, Segal LN, Keller BC. Smoking is associated with quantifiable differences in the human lung DNA virome and metabolome. Respir Res 2018; 19:174. [PMID: 30208886 PMCID: PMC6136173 DOI: 10.1186/s12931-018-0878-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 09/03/2018] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The role of commensal viruses in humans is poorly understood, and the impact of the virome on lung health and smoking-related disease is particularly understudied. METHODS Genetic material from acellular bronchoalveolar lavage fluid was sequenced to identify and quantify viral members of the lower respiratory tract which were compared against concurrent bronchoalveolar lavage bacterial, metabolite, cytokine and cellular profiles, and clinical data. Twenty smoker and 10 nonsmoker participants with no significant comorbidities were studied. RESULTS Viruses that infect bacteria (phages) represented the vast majority of viruses in the lung. Though bacterial communities were statistically indistinguishable across smokers and nonsmokers as observed in previous studies, lung viromes and metabolic profiles were significantly different between groups. Statistical analyses revealed that changes in viral communities correlate most with changes in levels of arachidonic acid and IL-8, both potentially relevant for chronic obstructive pulmonary disease (COPD) pathogenesis based on prior studies. CONCLUSIONS Our assessment of human lung DNA viral communities reveals that commensal viruses are present in the lower respiratory tract and differ between smokers and nonsmokers. The associations between viral populations and local immune and metabolic tone suggest a significant role for virome-host interaction in smoking related lung disease.
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Affiliation(s)
- Ann C. Gregory
- Department of Microbiology, The Ohio State University, Columbus, OH 43210 USA
| | - Matthew B. Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH 43210 USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH 43210 USA
| | - Leopoldo N. Segal
- Division of Pulmonary, Critical Care & Sleep Medicine, New York University School of Medicine, New York, NY 10016 USA
| | - Brian C. Keller
- Division of Pulmonary, Critical Care & Sleep Medicine, The Ohio State University College of Medicine, 201 Davis Heart & Lung Research Institute, 473 West 12th Avenue, Columbus, OH 43210 USA
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60
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Trubl G, Jang HB, Roux S, Emerson JB, Solonenko N, Vik DR, Solden L, Ellenbogen J, Runyon AT, Bolduc B, Woodcroft BJ, Saleska SR, Tyson GW, Wrighton KC, Sullivan MB, Rich VI. Soil Viruses Are Underexplored Players in Ecosystem Carbon Processing. mSystems 2018; 3:e00076-18. [PMID: 30320215 PMCID: PMC6172770 DOI: 10.1128/msystems.00076-18] [Citation(s) in RCA: 156] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2018] [Accepted: 08/24/2018] [Indexed: 01/10/2023] Open
Abstract
Rapidly thawing permafrost harbors ∼30 to 50% of global soil carbon, and the fate of this carbon remains unknown. Microorganisms will play a central role in its fate, and their viruses could modulate that impact via induced mortality and metabolic controls. Because of the challenges of recovering viruses from soils, little is known about soil viruses or their role(s) in microbial biogeochemical cycling. Here, we describe 53 viral populations (viral operational taxonomic units [vOTUs]) recovered from seven quantitatively derived (i.e., not multiple-displacement-amplified) viral-particle metagenomes (viromes) along a permafrost thaw gradient at the Stordalen Mire field site in northern Sweden. Only 15% of these vOTUs had genetic similarity to publicly available viruses in the RefSeq database, and ∼30% of the genes could be annotated, supporting the concept of soils as reservoirs of substantial undescribed viral genetic diversity. The vOTUs exhibited distinct ecology, with different distributions along the thaw gradient habitats, and a shift from soil-virus-like assemblages in the dry palsas to aquatic-virus-like assemblages in the inundated fen. Seventeen vOTUs were linked to microbial hosts (in silico), implicating viruses in infecting abundant microbial lineages from Acidobacteria, Verrucomicrobia, and Deltaproteobacteria, including those encoding key biogeochemical functions such as organic matter degradation. Thirty auxiliary metabolic genes (AMGs) were identified and suggested virus-mediated modulation of central carbon metabolism, soil organic matter degradation, polysaccharide binding, and regulation of sporulation. Together, these findings suggest that these soil viruses have distinct ecology, impact host-mediated biogeochemistry, and likely impact ecosystem function in the rapidly changing Arctic. IMPORTANCE This work is part of a 10-year project to examine thawing permafrost peatlands and is the first virome-particle-based approach to characterize viruses in these systems. This method yielded >2-fold-more viral populations (vOTUs) per gigabase of metagenome than vOTUs derived from bulk-soil metagenomes from the same site (J. B. Emerson, S. Roux, J. R. Brum, B. Bolduc, et al., Nat Microbiol 3:870-880, 2018, https://doi.org/10.1038/s41564-018-0190-y). We compared the ecology of the recovered vOTUs along a permafrost thaw gradient and found (i) habitat specificity, (ii) a shift in viral community identity from soil-like to aquatic-like viruses, (iii) infection of dominant microbial hosts, and (iv) carriage of host metabolic genes. These vOTUs can impact ecosystem carbon processing via top-down (inferred from lysing dominant microbial hosts) and bottom-up (inferred from carriage of auxiliary metabolic genes) controls. This work serves as a foundation which future studies can build upon to increase our understanding of the soil virosphere and how viruses affect soil ecosystem services.
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Affiliation(s)
- Gareth Trubl
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Ho Bin Jang
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Simon Roux
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Joanne B. Emerson
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Natalie Solonenko
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Dean R. Vik
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Lindsey Solden
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Jared Ellenbogen
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | | | - Benjamin Bolduc
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Ben J. Woodcroft
- Australian Centre for Ecogenomics, The University of Queensland, St. Lucia, Queensland, Australia
| | - Scott R. Saleska
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, USA
| | - Gene W. Tyson
- Australian Centre for Ecogenomics, The University of Queensland, St. Lucia, Queensland, Australia
| | - Kelly C. Wrighton
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
| | - Matthew B. Sullivan
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Virginia I. Rich
- Department of Microbiology, The Ohio State University, Columbus, Ohio, USA
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Host-linked soil viral ecology along a permafrost thaw gradient. Nat Microbiol 2018; 3:870-880. [PMID: 30013236 PMCID: PMC6786970 DOI: 10.1038/s41564-018-0190-y] [Citation(s) in RCA: 294] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Accepted: 06/06/2018] [Indexed: 12/31/2022]
Abstract
Climate change threatens to release abundant carbon that is sequestered at high latitudes, but the constraints on microbial metabolisms that mediate the release of methane and carbon dioxide are poorly understood1–7. The role of viruses, which are known to affect microbial dynamics, metabolism and biogeochemistry in the oceans8–10, remains largely unexplored in soil. Here, we aimed to investigate how viruses influence microbial ecology and carbon metabolism in peatland soils along a permafrost thaw gradient in Sweden. We recovered 1,907 viral populations (genomes and large genome fragments) from 197 bulk soil and size-fractionated metagenomes, 58% of which were detected in metatranscriptomes and presumed to be active. In silico predictions linked 35% of the viruses to microbial host populations, highlighting likely viral predators of key carbon-cycling microorganisms, including methanogens and methanotrophs. Lineage-specific virus/host ratios varied, suggesting that viral infection dynamics may differentially impact microbial responses to a changing climate. Virus-encoded glycoside hydrolases, including an endomannanase with confirmed functional activity, indicated that viruses influence complex carbon degradation and that viral abundances were significant predictors of methane dynamics. These findings suggest that viruses may impact ecosystem function in climate-critical, terrestrial habitats and identify multiple potential viral contributions to soil carbon cycling. The recovery of viral populations from peatland soils across a permafrost thaw gradient provides insights into soil viral diversity, their hosts and the potential impacts on carbon cycling in this environment.
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Breitbart M, Bonnain C, Malki K, Sawaya NA. Phage puppet masters of the marine microbial realm. Nat Microbiol 2018; 3:754-766. [PMID: 29867096 DOI: 10.1038/s41564-018-0166-y] [Citation(s) in RCA: 370] [Impact Index Per Article: 52.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 04/20/2018] [Indexed: 11/09/2022]
Abstract
Viruses numerically dominate our oceans; however, we have only just begun to document the diversity, host range and infection dynamics of marine viruses, as well as the subsequent effects of infection on both host cell metabolism and oceanic biogeochemistry. Bacteriophages (that is, phages: viruses that infect bacteria) are highly abundant and are known to play critical roles in bacterial mortality, biogeochemical cycling and horizontal gene transfer. This Review Article summarizes current knowledge of marine viral ecology and highlights the importance of phage particles to the dissolved organic matter pool, as well as the complex interactions between phages and their bacterial hosts. We emphasize the newly recognized roles of phages as puppet masters of their bacterial hosts, where phages are capable of altering the metabolism of infected bacteria through the expression of auxiliary metabolic genes and the redirection of host gene expression patterns. Finally, we propose the 'royal family model' as a hypothesis to describe successional patterns of bacteria and phages over time in marine systems, where despite high richness and significant seasonal differences, only a small number of phages appear to continually dominate a given marine ecosystem. Although further testing is required, this model provides a framework for assessing the specificity and ecological consequences of phage-host dynamics.
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Affiliation(s)
- Mya Breitbart
- College of Marine Science, University of South Florida, Saint Petersburg, FL, USA.
| | - Chelsea Bonnain
- College of Marine Science, University of South Florida, Saint Petersburg, FL, USA
| | - Kema Malki
- College of Marine Science, University of South Florida, Saint Petersburg, FL, USA
| | - Natalie A Sawaya
- College of Marine Science, University of South Florida, Saint Petersburg, FL, USA
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63
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Howard-Varona C, Hargreaves KR, Solonenko NE, Markillie LM, White RA, Brewer HM, Ansong C, Orr G, Adkins JN, Sullivan MB. Multiple mechanisms drive phage infection efficiency in nearly identical hosts. THE ISME JOURNAL 2018; 12:1605-1618. [PMID: 29568113 PMCID: PMC5955906 DOI: 10.1038/s41396-018-0099-8] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 01/08/2018] [Accepted: 02/20/2018] [Indexed: 12/15/2022]
Abstract
Phage-host interactions are critical to ecology, evolution, and biotechnology. Central to those is infection efficiency, which remains poorly understood, particularly in nature. Here we apply genome-wide transcriptomics and proteomics to investigate infection efficiency in nature's own experiment: two nearly identical (genetically and physiologically) Bacteroidetes bacterial strains (host18 and host38) that are genetically intractable, but environmentally important, where phage infection efficiency varies. On host18, specialist phage phi18:3 infects efficiently, whereas generalist phi38:1 infects inefficiently. On host38, only phi38:1 infects, and efficiently. Overall, phi18:3 globally repressed host18's transcriptome and proteome, expressed genes that likely evaded host restriction/modification (R/M) defenses and controlled its metabolism, and synchronized phage transcription with translation. In contrast, phi38:1 failed to repress host18's transcriptome and proteome, did not evade host R/M defenses or express genes for metabolism control, did not synchronize transcripts with proteins and its protein abundances were likely targeted by host proteases. However, on host38, phi38:1 globally repressed host transcriptome and proteome, synchronized phage transcription with translation, and infected host38 efficiently. Together these findings reveal multiple infection inefficiencies. While this contrasts the single mechanisms often revealed in laboratory mutant studies, it likely better reflects the phage-host interaction dynamics that occur in nature.
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Affiliation(s)
| | | | | | - Lye Meng Markillie
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory (PNNL), Richland, WA, USA
| | | | - Heather M Brewer
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory (PNNL), Richland, WA, USA
| | | | - Galya Orr
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory (PNNL), Richland, WA, USA
| | | | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH, USA.
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA.
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Abstract
Due to their dependence on cellular organisms for metabolism and replication, viruses are typically named and assigned to species according to their genome structure and the original host that they infect. But because viruses often infect multiple hosts and the numbers of distinct lineages within a host can be vast, their delineation into species is often dictated by arbitrary sequence thresholds, which are highly inconsistent across lineages. Here we apply an approach to determine the boundaries of viral species based on the detection of gene flow within populations, thereby defining viral species according to the biological species concept (BSC). Despite the potential for gene transfer between highly divergent genomes, viruses, like the cellular organisms they infect, assort into reproductively isolated groups and can be organized into biological species. This approach revealed that BSC-defined viral species are often congruent with the taxonomic partitioning based on shared gene contents and host tropism, and that bacteriophages can similarly be classified in biological species. These results open the possibility to use a single, universal definition of species that is applicable across cellular and acellular lifeforms.
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65
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Hannigan GD, Duhaime MB, Koutra D, Schloss PD. Biogeography and environmental conditions shape bacteriophage-bacteria networks across the human microbiome. PLoS Comput Biol 2018; 14:e1006099. [PMID: 29668682 PMCID: PMC5927471 DOI: 10.1371/journal.pcbi.1006099] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 04/30/2018] [Accepted: 03/21/2018] [Indexed: 01/17/2023] Open
Abstract
Viruses and bacteria are critical components of the human microbiome and play important roles in health and disease. Most previous work has relied on studying bacteria and viruses independently, thereby reducing them to two separate communities. Such approaches are unable to capture how these microbial communities interact, such as through processes that maintain community robustness or allow phage-host populations to co-evolve. We implemented a network-based analytical approach to describe phage-bacteria network diversity throughout the human body. We built these community networks using a machine learning algorithm to predict which phages could infect which bacteria in a given microbiome. Our algorithm was applied to paired viral and bacterial metagenomic sequence sets from three previously published human cohorts. We organized the predicted interactions into networks that allowed us to evaluate phage-bacteria connectedness across the human body. We observed evidence that gut and skin network structures were person-specific and not conserved among cohabitating family members. High-fat diets appeared to be associated with less connected networks. Network structure differed between skin sites, with those exposed to the external environment being less connected and likely more susceptible to network degradation by microbial extinction events. This study quantified and contrasted the diversity of virome-microbiome networks across the human body and illustrated how environmental factors may influence phage-bacteria interactive dynamics. This work provides a baseline for future studies to better understand system perturbations, such as disease states, through ecological networks. The human microbiome, the collection of microbial communities that colonize the human body, is a crucial component to health and disease. Two major components of the human microbiome are the bacterial and viral communities. These communities have primarily been studied separately using metrics of community composition and diversity. These approaches have failed to capture the complex dynamics of interacting bacteria and phage communities, which frequently share genetic information and work together to maintain ecosystem homestatsis (e.g. kill-the-winner dynamics). Removal of bacteria or phage can disrupt or even collapse those ecosystems. Relationship-based network approaches allow us to capture this interaction information. Using this network-based approach with three independent human cohorts, we were able to present an initial understanding of how phage-bacteria networks differ throughout the human body, so as to provide a baseline for future studies of how and why microbiome networks differ in disease states.
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Affiliation(s)
- Geoffrey D. Hannigan
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Melissa B. Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Danai Koutra
- Department of Computer Science, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Patrick D. Schloss
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan, United States of America
- * E-mail:
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What Microbial Population Genomics Has Taught Us About Speciation. POPULATION GENOMICS: MICROORGANISMS 2018. [DOI: 10.1007/13836_2018_10] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Turner D, Ackermann HW, Kropinski AM, Lavigne R, Sutton JM, Reynolds DM. Comparative Analysis of 37 Acinetobacter Bacteriophages. Viruses 2017; 10:E5. [PMID: 29295549 PMCID: PMC5795418 DOI: 10.3390/v10010005] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 12/21/2017] [Accepted: 12/22/2017] [Indexed: 02/07/2023] Open
Abstract
Members of the genus Acinetobacter are ubiquitous in the environment and the multiple-drug resistant species A. baumannii is of significant clinical concern. This clinical relevance is currently driving research on bacterial viruses infecting A. baumannii, in an effort to implement phage therapy and phage-derived antimicrobials. Initially, a total of 42 Acinetobacter phage genome sequences were available in the international nucleotide sequence databases, corresponding to a total of 2.87 Mbp of sequence information and representing all three families of the order Caudovirales and a single member of the Leviviridae. A comparative bioinformatics analysis of 37 Acinetobacter phages revealed that they form six discrete clusters and two singletons based on genomic organisation and nucleotide sequence identity. The assignment of these phages to clusters was further supported by proteomic relationships established using OrthoMCL. The 4067 proteins encoded by the 37 phage genomes formed 737 groups and 974 orphans. Notably, over half of the proteins encoded by the Acinetobacter phages are of unknown function. The comparative analysis and clustering presented enables an updated taxonomic framing of these clades.
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Affiliation(s)
- Dann Turner
- Department of Applied Sciences, Faculty of Health and Applied Sciences, University of the West of England, Coldharbour Lane, Bristol BS16 1QY, UK.
| | - Hans-Wolfgang Ackermann
- Faculty of Medicine, Department of Microbiology, Immunology and Infectiology, Université Laval, Quebec, QC G1X 46, Canada
| | - Andrew M Kropinski
- Departments of Food Science, Molecular and Cellular Biology; and Pathobiology, University of Guelph, Guelph, ON N1G 2W1, Canada.
| | - Rob Lavigne
- Laboratory of Gene Technology, KU Leuven, Kasteelpark Arenberg 21, box 2462, 3001 Leuven, Belgium.
| | - J Mark Sutton
- National Infections Service, Public Health England, Porton Down, Salisbury, Wiltshire SP4 0JG, UK.
| | - Darren M Reynolds
- Department of Applied Sciences, Faculty of Health and Applied Sciences, University of the West of England, Coldharbour Lane, Bristol BS16 1QY, UK.
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Ecogenomics of virophages and their giant virus hosts assessed through time series metagenomics. Nat Commun 2017; 8:858. [PMID: 29021524 PMCID: PMC5636890 DOI: 10.1038/s41467-017-01086-2] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 08/16/2017] [Indexed: 11/30/2022] Open
Abstract
Virophages are small viruses that co-infect eukaryotic cells alongside giant viruses (Mimiviridae) and hijack their machinery to replicate. While two types of virophages have been isolated, their genomic diversity and ecology remain largely unknown. Here we use time series metagenomics to identify and study the dynamics of 25 uncultivated virophage populations, 17 of which represented by complete or near-complete genomes, in two North American freshwater lakes. Taxonomic analysis suggests that these freshwater virophages represent at least three new candidate genera. Ecologically, virophage populations are repeatedly detected over years and evolutionary stable, yet their distinct abundance profiles and gene content suggest that virophage genera occupy different ecological niches. Co-occurrence analyses reveal 11 virophages strongly associated with uncultivated Mimiviridae, and three associated with eukaryotes among the Dinophyceae, Rhizaria, Alveolata, and Cryptophyceae groups. Together, these findings significantly augment virophage databases, help refine virophage taxonomy, and establish baseline ecological hypotheses and tools to study virophages in nature. Virophages are recently-identified small viruses that infect larger viruses, yet their diversity and ecological roles are poorly understood. Here, Roux and colleagues present time series metagenomics data revealing new virophage genera and their putative ecological interactions in two freshwater lakes.
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Roux S, Emerson JB, Eloe-Fadrosh EA, Sullivan MB. Benchmarking viromics: an in silico evaluation of metagenome-enabled estimates of viral community composition and diversity. PeerJ 2017; 5:e3817. [PMID: 28948103 PMCID: PMC5610896 DOI: 10.7717/peerj.3817] [Citation(s) in RCA: 187] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Accepted: 08/26/2017] [Indexed: 12/20/2022] Open
Abstract
Background Viral metagenomics (viromics) is increasingly used to obtain uncultivated viral genomes, evaluate community diversity, and assess ecological hypotheses. While viromic experimental methods are relatively mature and widely accepted by the research community, robust bioinformatics standards remain to be established. Here we used in silico mock viral communities to evaluate the viromic sequence-to-ecological-inference pipeline, including (i) read pre-processing and metagenome assembly, (ii) thresholds applied to estimate viral relative abundances based on read mapping to assembled contigs, and (iii) normalization methods applied to the matrix of viral relative abundances for alpha and beta diversity estimates. Results Tools specifically designed for metagenomes, specifically metaSPAdes, MEGAHIT, and IDBA-UD, were the most effective at assembling viromes. Read pre-processing, such as partitioning, had virtually no impact on assembly output, but may be useful when hardware is limited. Viral populations with 2–5 × coverage typically assembled well, whereas lesser coverage led to fragmented assembly. Strain heterogeneity within populations hampered assembly, especially when strains were closely related (average nucleotide identity, or ANI ≥97%) and when the most abundant strain represented <50% of the population. Viral community composition assessments based on read recruitment were generally accurate when the following thresholds for detection were applied: (i) ≥10 kb contig lengths to define populations, (ii) coverage defined from reads mapping at ≥90% identity, and (iii) ≥75% of contig length with ≥1 × coverage. Finally, although data are limited to the most abundant viruses in a community, alpha and beta diversity patterns were robustly estimated (±10%) when comparing samples of similar sequencing depth, but more divergent (up to 80%) when sequencing depth was uneven across the dataset. In the latter cases, the use of normalization methods specifically developed for metagenomes provided the best estimates. Conclusions These simulations provide benchmarks for selecting analysis cut-offs and establish that an optimized sample-to-ecological-inference viromics pipeline is robust for making ecological inferences from natural viral communities. Continued development to better accessing RNA, rare, and/or diverse viral populations and improved reference viral genome availability will alleviate many of viromics remaining limitations.
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Affiliation(s)
- Simon Roux
- Department of Microbiology, Ohio State University, Columbus, OH, United States of America
| | - Joanne B Emerson
- Department of Microbiology, Ohio State University, Columbus, OH, United States of America
| | - Emiley A Eloe-Fadrosh
- Joint Genome Institute, Department of Energy, Walnut Creek, CA, United States of America
| | - Matthew B Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH, United States of America.,Department of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH, United States of America
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Abstract
The global bacteriophage population is large, dynamic, old, and highly diverse genetically. Many phages are tailed and contain double-stranded DNA, but these remain poorly characterized genomically. A collection of over 1,000 phages infecting Mycobacterium smegmatis reveals the diversity of phages of a common bacterial host, but their relationships to phages of phylogenetically proximal hosts are not known. Comparative sequence analysis of 79 phages isolated on Gordonia shows these also to be diverse and that the phages can be grouped into 14 clusters of related genomes, with an additional 14 phages that are “singletons” with no closely related genomes. One group of six phages is closely related to Cluster A mycobacteriophages, but the other Gordonia phages are distant relatives and share only 10% of their genes with the mycobacteriophages. The Gordonia phage genomes vary in genome length (17.1 to 103.4 kb), percentage of GC content (47 to 68.8%), and genome architecture and contain a variety of features not seen in other phage genomes. Like the mycobacteriophages, the highly mosaic Gordonia phages demonstrate a spectrum of genetic relationships. We show this is a general property of bacteriophages and suggest that any barriers to genetic exchange are soft and readily violable. Despite the numerical dominance of bacteriophages in the biosphere, there is a dearth of complete genomic sequences. Current genomic information reveals that phages are highly diverse genomically and have mosaic architectures formed by extensive horizontal genetic exchange. Comparative analysis of 79 phages of Gordonia shows them to not only be highly diverse, but to present a spectrum of relatedness. Most are distantly related to phages of the phylogenetically proximal host Mycobacterium smegmatis, although one group of Gordonia phages is more closely related to mycobacteriophages than to the other Gordonia phages. Phage genome sequence space remains largely unexplored, but further isolation and genomic comparison of phages targeted at related groups of hosts promise to reveal pathways of bacteriophage evolution.
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71
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Klyczek KK, Bonilla JA, Jacobs-Sera D, Adair TL, Afram P, Allen KG, Archambault ML, Aziz RM, Bagnasco FG, Ball SL, Barrett NA, Benjamin RC, Blasi CJ, Borst K, Braun MA, Broomell H, Brown CB, Brynell ZS, Bue AB, Burke SO, Casazza W, Cautela JA, Chen K, Chimalakonda NS, Chudoff D, Connor JA, Cross TS, Curtis KN, Dahlke JA, Deaton BM, Degroote SJ, DeNigris DM, DeRuff KC, Dolan M, Dunbar D, Egan MS, Evans DR, Fahnestock AK, Farooq A, Finn G, Fratus CR, Gaffney BL, Garlena RA, Garrigan KE, Gibbon BC, Goedde MA, Guerrero Bustamante CA, Harrison M, Hartwell MC, Heckman EL, Huang J, Hughes LE, Hyduchak KM, Jacob AE, Kaku M, Karstens AW, Kenna MA, Khetarpal S, King RA, Kobokovich AL, Kolev H, Konde SA, Kriese E, Lamey ME, Lantz CN, Lapin JS, Lawson TO, Lee IY, Lee SM, Lee-Soety JY, Lehmann EM, London SC, Lopez AJ, Lynch KC, Mageeney CM, Martynyuk T, Mathew KJ, Mavrich TN, McDaniel CM, McDonald H, McManus CJ, Medrano JE, Mele FE, Menninger JE, Miller SN, Minick JE, Nabua CT, Napoli CK, Nkangabwa M, Oates EA, Ott CT, Pellerino SK, Pinamont WJ, Pirnie RT, Pizzorno MC, Plautz EJ, Pope WH, Pruett KM, Rickstrew G, Rimple PA, et alKlyczek KK, Bonilla JA, Jacobs-Sera D, Adair TL, Afram P, Allen KG, Archambault ML, Aziz RM, Bagnasco FG, Ball SL, Barrett NA, Benjamin RC, Blasi CJ, Borst K, Braun MA, Broomell H, Brown CB, Brynell ZS, Bue AB, Burke SO, Casazza W, Cautela JA, Chen K, Chimalakonda NS, Chudoff D, Connor JA, Cross TS, Curtis KN, Dahlke JA, Deaton BM, Degroote SJ, DeNigris DM, DeRuff KC, Dolan M, Dunbar D, Egan MS, Evans DR, Fahnestock AK, Farooq A, Finn G, Fratus CR, Gaffney BL, Garlena RA, Garrigan KE, Gibbon BC, Goedde MA, Guerrero Bustamante CA, Harrison M, Hartwell MC, Heckman EL, Huang J, Hughes LE, Hyduchak KM, Jacob AE, Kaku M, Karstens AW, Kenna MA, Khetarpal S, King RA, Kobokovich AL, Kolev H, Konde SA, Kriese E, Lamey ME, Lantz CN, Lapin JS, Lawson TO, Lee IY, Lee SM, Lee-Soety JY, Lehmann EM, London SC, Lopez AJ, Lynch KC, Mageeney CM, Martynyuk T, Mathew KJ, Mavrich TN, McDaniel CM, McDonald H, McManus CJ, Medrano JE, Mele FE, Menninger JE, Miller SN, Minick JE, Nabua CT, Napoli CK, Nkangabwa M, Oates EA, Ott CT, Pellerino SK, Pinamont WJ, Pirnie RT, Pizzorno MC, Plautz EJ, Pope WH, Pruett KM, Rickstrew G, Rimple PA, Rinehart CA, Robinson KM, Rose VA, Russell DA, Schick AM, Schlossman J, Schneider VM, Sells CA, Sieker JW, Silva MP, Silvi MM, Simon SE, Staples AK, Steed IL, Stowe EL, Stueven NA, Swartz PT, Sweet EA, Sweetman AT, Tender C, Terry K, Thomas C, Thomas DS, Thompson AR, Vanderveen L, Varma R, Vaught HL, Vo QD, Vonberg ZT, Ware VC, Warrad YM, Wathen KE, Weinstein JL, Wyper JF, Yankauskas JR, Zhang C, Hatfull GF. Tales of diversity: Genomic and morphological characteristics of forty-six Arthrobacter phages. PLoS One 2017; 12:e0180517. [PMID: 28715480 PMCID: PMC5513430 DOI: 10.1371/journal.pone.0180517] [Show More Authors] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 06/17/2017] [Indexed: 11/19/2022] Open
Abstract
The vast bacteriophage population harbors an immense reservoir of genetic information. Almost 2000 phage genomes have been sequenced from phages infecting hosts in the phylum Actinobacteria, and analysis of these genomes reveals substantial diversity, pervasive mosaicism, and novel mechanisms for phage replication and lysogeny. Here, we describe the isolation and genomic characterization of 46 phages from environmental samples at various geographic locations in the U.S. infecting a single Arthrobacter sp. strain. These phages include representatives of all three virion morphologies, and Jasmine is the first sequenced podovirus of an actinobacterial host. The phages also span considerable sequence diversity, and can be grouped into 10 clusters according to their nucleotide diversity, and two singletons each with no close relatives. However, the clusters/singletons appear to be genomically well separated from each other, and relatively few genes are shared between clusters. Genome size varies from among the smallest of siphoviral phages (15,319 bp) to over 70 kbp, and G+C contents range from 45-68%, compared to 63.4% for the host genome. Although temperate phages are common among other actinobacterial hosts, these Arthrobacter phages are primarily lytic, and only the singleton Galaxy is likely temperate.
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Affiliation(s)
- Karen K. Klyczek
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - J. Alfred Bonilla
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Deborah Jacobs-Sera
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Tamarah L. Adair
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Patricia Afram
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Katherine G. Allen
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Megan L. Archambault
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Rahat M. Aziz
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Filippa G. Bagnasco
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Sarah L. Ball
- Center for Life Sciences Education, The Ohio State University, Columbus, Ohio, United States of America
| | - Natalie A. Barrett
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Robert C. Benjamin
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Christopher J. Blasi
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Katherine Borst
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Mary A. Braun
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Haley Broomell
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Conner B. Brown
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Zachary S. Brynell
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Ashley B. Bue
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Sydney O. Burke
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - William Casazza
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Julia A. Cautela
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Kevin Chen
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | | | - Dylan Chudoff
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Jade A. Connor
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Trevor S. Cross
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Kyra N. Curtis
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Jessica A. Dahlke
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Bethany M. Deaton
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Sarah J. Degroote
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Danielle M. DeNigris
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Katherine C. DeRuff
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Milan Dolan
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - David Dunbar
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Marisa S. Egan
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Daniel R. Evans
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Abby K. Fahnestock
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Amal Farooq
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Garrett Finn
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | | | - Bobby L. Gaffney
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Rebecca A. Garlena
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Kelly E. Garrigan
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Bryan C. Gibbon
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Michael A. Goedde
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | | | - Melinda Harrison
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Megan C. Hartwell
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Emily L. Heckman
- Biological Sciences, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Jennifer Huang
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Lee E. Hughes
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Kathryn M. Hyduchak
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Aswathi E. Jacob
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Machika Kaku
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Allen W. Karstens
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Margaret A. Kenna
- Biological Sciences, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Susheel Khetarpal
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Rodney A. King
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Amanda L. Kobokovich
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Hannah Kolev
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Sai A. Konde
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Elizabeth Kriese
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Morgan E. Lamey
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Carter N. Lantz
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Jonathan S. Lapin
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Temiloluwa O. Lawson
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - In Young Lee
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Scott M. Lee
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Julia Y. Lee-Soety
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Emily M. Lehmann
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Shawn C. London
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - A. Javier Lopez
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Kelly C. Lynch
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Catherine M. Mageeney
- Biological Sciences, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Tetyana Martynyuk
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Kevin J. Mathew
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Travis N. Mavrich
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Christopher M. McDaniel
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Hannah McDonald
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - C. Joel McManus
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Jessica E. Medrano
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Francis E. Mele
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Jennifer E. Menninger
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Sierra N. Miller
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Josephine E. Minick
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Courtney T. Nabua
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Caroline K. Napoli
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Martha Nkangabwa
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Elizabeth A. Oates
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Cassandra T. Ott
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Sarah K. Pellerino
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - William J. Pinamont
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Ross T. Pirnie
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Marie C. Pizzorno
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Emilee J. Plautz
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Welkin H. Pope
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Katelyn M. Pruett
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Gabbi Rickstrew
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Patrick A. Rimple
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Claire A. Rinehart
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Kayla M. Robinson
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Victoria A. Rose
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Daniel A. Russell
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Amelia M. Schick
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Julia Schlossman
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Victoria M. Schneider
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Chloe A. Sells
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Jeremy W. Sieker
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Morgan P. Silva
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Marissa M. Silvi
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Stephanie E. Simon
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Amanda K. Staples
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Isabelle L. Steed
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Emily L. Stowe
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Noah A. Stueven
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Porter T. Swartz
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Emma A. Sweet
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Abigail T. Sweetman
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Corrina Tender
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Katrina Terry
- Department of Science, Cabrini University, Radnor, Pennsylvania, United States of America
| | - Chrystal Thomas
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Daniel S. Thomas
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Allison R. Thompson
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Lorianna Vanderveen
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Rohan Varma
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Hannah L. Vaught
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Quynh D. Vo
- Department of Biological Sciences, University of North Texas, Denton, Texas, United States of America
| | - Zachary T. Vonberg
- Biology Department, University of Wisconsin-River Falls, River Falls, Wisconsin, United States of America
| | - Vassie C. Ware
- Biological Sciences, Lehigh University, Bethlehem, Pennsylvania, United States of America
| | - Yasmene M. Warrad
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Kaitlyn E. Wathen
- Biology Department, Western Kentucky University, Bowling Green, Kentucky, United States of America
| | - Jonathan L. Weinstein
- Biology Department, Saint Joseph’s University, Philadelphia, Pennsylvania, United States of America
| | - Jacqueline F. Wyper
- Department of Biology, Baylor University, Waco, Texas, United States of America
| | - Jakob R. Yankauskas
- Biology Department, Bucknell University, Lewisburg, Pennsylvania, United States of America
| | - Christine Zhang
- Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America
| | - Graham F. Hatfull
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- * E-mail:
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72
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Duhaime MB, Solonenko N, Roux S, Verberkmoes NC, Wichels A, Sullivan MB. Comparative Omics and Trait Analyses of Marine Pseudoalteromonas Phages Advance the Phage OTU Concept. Front Microbiol 2017; 8:1241. [PMID: 28729861 PMCID: PMC5498523 DOI: 10.3389/fmicb.2017.01241] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Accepted: 06/20/2017] [Indexed: 11/25/2022] Open
Abstract
Viruses influence the ecology and evolutionary trajectory of microbial communities. Yet our understanding of their roles in ecosystems is limited by the paucity of model systems available for hypothesis generation and testing. Further, virology is limited by the lack of a broadly accepted conceptual framework to classify viral diversity into evolutionary and ecologically cohesive units. Here, we introduce genomes, structural proteomes, and quantitative host range data for eight Pseudoalteromonas phages isolated from Helgoland (North Sea, Germany) and use these data to advance a genome-based viral operational taxonomic unit (OTU) definition. These viruses represent five new genera and inform 498 unaffiliated or unannotated protein clusters (PCs) from global virus metagenomes. In a comparison of previously sequenced Pseudoalteromonas phage isolates (n = 7) and predicted prophages (n = 31), the eight phages are unique. They share a genus with only one other isolate, Pseudoalteromonas podophage RIO-1 (East Sea, South Korea) and two Pseudoalteromonas prophages. Mass-spectrometry of purified viral particles identified 12–20 structural proteins per phage. When combined with 3-D structural predictions, these data led to the functional characterization of five previously unidentified major capsid proteins. Protein functional predictions revealed mechanisms for hijacking host metabolism and resources. Further, they uncovered a hybrid sipho-myovirus that encodes genes for Mu-like infection rarely described in ocean systems. Finally, we used these data to evaluate a recently introduced definition for virus populations that requires members of the same population to have >95% average nucleotide identity across at least 80% of their genes. Using physiological traits and genomics, we proposed a conceptual model for a viral OTU definition that captures evolutionarily cohesive and ecologically distinct units. In this trait-based framework, sensitive hosts are considered viral niches, while host ranges and infection efficiencies are tracked as viral traits. Quantitative host range assays revealed conserved traits within virus OTUs that break down between OTUs, suggesting the defined units capture niche and fitness differentiation. Together these analyses provide a foundation for model system-based hypothesis testing that will improve our understanding of marine copiotrophs, as well as phage–host interactions on the ocean particles and aggregates where Pseudoalteromonas thrive.
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Affiliation(s)
- Melissa B Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann ArborMI, United States
| | - Natalie Solonenko
- Department of Microbiology, The Ohio State University, ColumbusOH, United States
| | - Simon Roux
- Department of Microbiology, The Ohio State University, ColumbusOH, United States
| | - Nathan C Verberkmoes
- Department of Biological Sciences, Border Biomedical Research Center, University of Texas at El Paso, El PasoTX, United States
| | - Antje Wichels
- Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine ResearchHelgoland, Germany
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, ColumbusOH, United States.,Department of Civil, Environmental, and Geodetic Engineering, The Ohio State University, ColumbusOH, United States
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73
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Martinez-Hernandez F, Fornas O, Lluesma Gomez M, Bolduc B, de la Cruz Peña MJ, Martínez JM, Anton J, Gasol JM, Rosselli R, Rodriguez-Valera F, Sullivan MB, Acinas SG, Martinez-Garcia M. Single-virus genomics reveals hidden cosmopolitan and abundant viruses. Nat Commun 2017; 8:15892. [PMID: 28643787 PMCID: PMC5490008 DOI: 10.1038/ncomms15892] [Citation(s) in RCA: 144] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 05/10/2017] [Indexed: 12/22/2022] Open
Abstract
Microbes drive ecosystems under constraints imposed by viruses. However, a lack of virus genome information hinders our ability to answer fundamental, biological questions concerning microbial communities. Here we apply single-virus genomics (SVGs) to assess whether portions of marine viral communities are missed by current techniques. The majority of the here-identified 44 viral single-amplified genomes (vSAGs) are more abundant in global ocean virome data sets than published metagenome-assembled viral genomes or isolates. This indicates that vSAGs likely best represent the dsDNA viral populations dominating the oceans. Species-specific recruitment patterns and virome simulation data suggest that vSAGs are highly microdiverse and that microdiversity hinders the metagenomic assembly, which could explain why their genomes have not been identified before. Altogether, SVGs enable the discovery of some of the likely most abundant and ecologically relevant marine viral species, such as vSAG 37-F6, which were overlooked by other methodologies.
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Affiliation(s)
- Francisco Martinez-Hernandez
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante 03690, Spain
| | - Oscar Fornas
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology (BIST), Carrer del Doctor Aiguader, 88, PRBB Building, Barcelona 08003, Spain
- Universitat Pompeu Fabra (UPF), Carrer del Doctor Aiguader, 88, PRBB Building, Barcelona 08003, Spain
| | - Monica Lluesma Gomez
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante 03690, Spain
| | - Benjamin Bolduc
- Department of Microbiology, The Ohio State University, 105 Biological Sciences Building, 484 West 12th Avenue Columbus, Ohio 43210, USA
| | - Maria Jose de la Cruz Peña
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante 03690, Spain
| | - Joaquín Martínez Martínez
- Bigelow Laboratory for Ocean Sciences, 60 Bigelow Drive, PO Box 380, East Boothbay, Maine 04544, USA
| | - Josefa Anton
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante 03690, Spain
| | - Josep M. Gasol
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC, Passeig Marítim, 47, Barcelona 08003, Spain
| | - Riccardo Rosselli
- Evolutionary Genomics Group, Departamento de Producción Vegetal y Microbiología, Universidad Miguel Hernández, Campus San Juan, San Juan, Alicante 03550, Spain
| | - Francisco Rodriguez-Valera
- Evolutionary Genomics Group, Departamento de Producción Vegetal y Microbiología, Universidad Miguel Hernández, Campus San Juan, San Juan, Alicante 03550, Spain
| | - Matthew B. Sullivan
- Department of Microbiology, The Ohio State University, 105 Biological Sciences Building, 484 West 12th Avenue Columbus, Ohio 43210, USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, The Ohio State University, 105 Biological Sciences Building, 484 West 12th Avenue Columbus, Ohio 43210, USA
| | - Silvia G. Acinas
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC, Passeig Marítim, 47, Barcelona 08003, Spain
| | - Manuel Martinez-Garcia
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante 03690, Spain
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Bolduc B, Jang HB, Doulcier G, You ZQ, Roux S, Sullivan MB. vConTACT: an iVirus tool to classify double-stranded DNA viruses that infect Archaea and Bacteria. PeerJ 2017; 5:e3243. [PMID: 28480138 PMCID: PMC5419219 DOI: 10.7717/peerj.3243] [Citation(s) in RCA: 174] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/28/2017] [Indexed: 12/15/2022] Open
Abstract
Taxonomic classification of archaeal and bacterial viruses is challenging, yet also fundamental for developing a predictive understanding of microbial ecosystems. Recent identification of hundreds of thousands of new viral genomes and genome fragments, whose hosts remain unknown, requires a paradigm shift away from traditional classification approaches and towards the use of genomes for taxonomy. Here we revisited the use of genomes and their protein content as a means for developing a viral taxonomy for bacterial and archaeal viruses. A network-based analytic was evaluated and benchmarked against authority-accepted taxonomic assignments and found to be largely concordant. Exceptions were manually examined and found to represent areas of viral genome 'sequence space' that are under-sampled or prone to excessive genetic exchange. While both cases are poorly resolved by genome-based taxonomic approaches, the former will improve as viral sequence space is better sampled and the latter are uncommon. Finally, given the largely robust taxonomic capabilities of this approach, we sought to enable researchers to easily and systematically classify new viruses. Thus, we established a tool, vConTACT, as an app at iVirus, where it operates as a fast, highly scalable, user-friendly app within the free and powerful CyVerse cyberinfrastructure.
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Affiliation(s)
- Benjamin Bolduc
- Department of Microbiology, Ohio State University, Columbus, OH, United States
| | - Ho Bin Jang
- Department of Microbiology, Ohio State University, Columbus, OH, United States
| | - Guilhem Doulcier
- Institut de Biologie de l’ENS (IBENS), École normale supérieure, PSL Research University, Paris, France
- ESPCI, PSL Research University, Paris, France
| | - Zhi-Qiang You
- Department of Chemistry and Biochemistry, Ohio State University, Columbus, OH, United States
| | - Simon Roux
- Department of Microbiology, Ohio State University, Columbus, OH, United States
| | - Matthew B. Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH, United States
- Department of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH, United States
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Sullivan MB, Weitz JS, Wilhelm S. Viral ecology comes of age. ENVIRONMENTAL MICROBIOLOGY REPORTS 2017; 9:33-35. [PMID: 27888577 DOI: 10.1111/1758-2229.12504] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Affiliation(s)
- Matthew B Sullivan
- Department of Microbiology and Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, 43214, USA
| | - Joshua S Weitz
- Department of Biological Sciences Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Steven Wilhelm
- Department of Microbiology, The University of Tennessee, Knoxville, TN, 37996, USA
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