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PMID: 25848873 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Single-cell genomics-based analysis of virus-host interactions in marine surface bacterioplankton.

The ISME journal ·Vol. 9 ·No. 11 ·2015-11-00 ·Pages 2386-99

Labonté JM, Swan BK, Poulos B, Luo H, Koren S, Hallam SJ, Sullivan MB, Woyke T, Wommack KE, Stepanauskas R

Abstract

Viral infections dynamically alter the composition and metabolic potential of marine microbial communities and the evolutionary trajectories of host populations with resulting feedback on biogeochemical cycles. It is quite possible that all microbial populations in the ocean are impacted by viral infections. Our knowledge of virus-host relationships, however, has been limited to a minute fraction of cultivated host groups. Here, we utilized single-cell sequencing to obtain genomic blueprints of viruses inside or attached to individual bacterial and archaeal cells captured in their native environment, circumventing the need for host and virus cultivation. A combination of comparative genomics, metagenomic fragment recruitment, sequence anomalies and irregularities in sequence coverage depth and genome recovery were utilized to detect viruses and to decipher modes of virus-host interactions. Members of all three tailed phage families were identified in 20 out of 58 phylogenetically and geographically diverse single amplified genomes (SAGs) of marine bacteria and archaea. At least four phage-host interactions had the characteristics of late lytic infections, all of which were found in metabolically active cells. One virus had genetic potential for lysogeny. Our findings include first known viruses of Thaumarchaeota, Marinimicrobia, Verrucomicrobia and Gammaproteobacteria clusters SAR86 and SAR92. Viruses were also found in SAGs of Alphaproteobacteria and Bacteroidetes. A high fragment recruitment of viral metagenomic reads confirmed that most of the SAG-associated viruses are abundant in the ocean. Our study demonstrates that single-cell genomics, in conjunction with sequence-based computational tools, enable in situ, cultivation-independent insights into host-virus interactions in complex microbial communities.

MeSH Terms
Archaea/virology Bacteriophages/genetics Bacteroidetes/virology DNA, Viral/genetics Gammaproteobacteria/virology Genome, Archaeal Genome, Bacterial Genomics Geologic Sediments/microbiology Metagenomics Phylogeny Plankton/virology Single-Cell Analysis Verrucomicrobia/virology
Chemicals
DNA, Viral
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Labonté Jessica M
Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, USA.
Swan Brandon K
Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, USA.
Poulos Bonnie
Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.
Luo Haiwei
School of Life Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China.
Koren Sergey
National Biodefense Analysis and Countermeasures Center, Frederick, MD, USA.
Hallam Steven J
Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada.
Sullivan Matthew B
Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.
Woyke Tanja
DOE Joint Genome Institute, Walnut Creek, CA, USA.
Wommack K Eric
Department of Plant and Soil Sciences, University of Delaware, Newark, DE, USA.
Stepanauskas Ramunas
Bigelow Laboratory for Ocean Sciences, East Boothbay, ME, USA.
References (80)
80 references, click to expand
  1. Genomic properties of Marine Group A bacteria indicate a role in the marine sulfur cycle.
    ISME J. 2014 Feb;8(2):455-68 PMID: 24030600
  2. Contrasting life strategies of viruses that infect photo- and heterotrophic bacteria, as revealed by viral tagging.
    MBio. 2012;3(6). pii: e00373-12. doi: 10.1128/mBio.00373-12 PMID: 23111870
  3. Phylogenomic evidence for the presence of a flagellum and cbb(3) oxidase in the free-living mitochondrial ancestor.
    Mol Biol Evol. 2011 Dec;28(12):3285-96 PMID: 21690562
  4. Marine viruses--major players in the global ecosystem.
    Nat Rev Microbiol. 2007 Oct;5(10):801-12 PMID: 17853907
  5. Genome sequences of siphoviruses infecting marine Synechococcus unveil a diverse cyanophage group and extensive phage-host genetic exchanges.
    Environ Microbiol. 2012 Feb;14(2):540-58 PMID: 22188618
  6. Genome of a SAR116 bacteriophage shows the prevalence of this phage type in the oceans.
    Proc Natl Acad Sci U S A. 2013 Jul 23;110(30):12343-8 PMID: 23798439
  7. Prophage genomics.
    Microbiol Mol Biol Rev. 2003 Jun;67(2):238-76, table of contents PMID: 12794192
  8. The elemental composition of virus particles: implications for marine biogeochemical cycles.
    Nat Rev Microbiol. 2014 Jul;12(7):519-28 PMID: 24931044
  9. Genomic sequencing of uncultured microorganisms from single cells.
    Nat Rev Microbiol. 2012 Sep;10(9):631-40 PMID: 22890147
  10. Capturing single cell genomes of active polysaccharide degraders: an unexpected contribution of Verrucomicrobia.
    PLoS One. 2012;7(4):e35314 PMID: 22536372
  11. Cultivated single-stranded DNA phages that infect marine Bacteroidetes prove difficult to detect with DNA-binding stains.
    Appl Environ Microbiol. 2012 Feb;78(3):892-4 PMID: 22138992
  12. Easyfig: a genome comparison visualizer.
    Bioinformatics. 2011 Apr 1;27(7):1009-10 PMID: 21278367
  13. Sequencing genomes from single cells by polymerase cloning.
    Nat Biotechnol. 2006 Jun;24(6):680-6 PMID: 16732271
  14. Velvet: algorithms for de novo short read assembly using de Bruijn graphs.
    Genome Res. 2008 May;18(5):821-9 PMID: 18349386
  15. Viral tagging reveals discrete populations in Synechococcus viral genome sequence space.
    Nature. 2014 Sep 11;513(7517):242-5 PMID: 25043051
  16. Complete genome sequence of "Candidatus Puniceispirillum marinum" IMCC1322, a representative of the SAR116 clade in the Alphaproteobacteria.
    J Bacteriol. 2010 Jun;192(12):3240-1 PMID: 20382761
  17. The Pacific Ocean virome (POV): a marine viral metagenomic dataset and associated protein clusters for quantitative viral ecology.
    PLoS One. 2013;8(2):e57355 PMID: 23468974
  18. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences.
    Bioinformatics. 2006 Jul 1;22(13):1658-9 PMID: 16731699
  19. Single-cell genomics reveals organismal interactions in uncultivated marine protists.
    Science. 2011 May 6;332(6030):714-7 PMID: 21551060
  20. Marine T4-type bacteriophages, a ubiquitous component of the dark matter of the biosphere.
    Proc Natl Acad Sci U S A. 2005 Aug 30;102(35):12471-6 PMID: 16116082
  21. Potential for chemolithoautotrophy among ubiquitous bacteria lineages in the dark ocean.
    Science. 2011 Sep 2;333(6047):1296-300 PMID: 21885783
  22. Shotgun metagenomics indicates novel family A DNA polymerases predominate within marine virioplankton.
    ISME J. 2014 Jan;8(1):103-14 PMID: 23985748
  23. Modeling ecological drivers in marine viral communities using comparative metagenomics and network analyses.
    Proc Natl Acad Sci U S A. 2014 Jul 22;111(29):10714-9 PMID: 25002514
  24. Comparative DNA analysis across diverse genomes.
    Annu Rev Genet. 1998;32:185-225 PMID: 9928479
  25. Regional variation in lytic and lysogenic viral infection in the Southern Ocean and its contribution to biogeochemical cycling.
    Appl Environ Microbiol. 2012 Sep;78(18):6741-8 PMID: 22798377
  26. Comparative genomics of the mycobacteriophages: insights into bacteriophage evolution.
    Res Microbiol. 2008 Jun;159(5):332-9 PMID: 18653319
  27. Probing individual environmental bacteria for viruses by using microfluidic digital PCR.
    Science. 2011 Jul 1;333(6038):58-62 PMID: 21719670
  28. Assembling single-cell genomes and mini-metagenomes from chimeric MDA products.
    J Comput Biol. 2013 Oct;20(10):714-37 PMID: 24093227
  29. Phage_Finder: automated identification and classification of prophage regions in complete bacterial genome sequences.
    Nucleic Acids Res. 2006;34(20):5839-51 PMID: 17062630
  30. Analyzing genomes with cumulative skew diagrams.
    Nucleic Acids Res. 1998 May 15;26(10):2286-90 PMID: 9580676
  31. tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence.
    Nucleic Acids Res. 1997 Mar 1;25(5):955-64 PMID: 9023104
  32. Prevalent genome streamlining and latitudinal divergence of planktonic bacteria in the surface ocean.
    Proc Natl Acad Sci U S A. 2013 Jul 9;110(28):11463-8 PMID: 23801761
  33. Assembling the marine metagenome, one cell at a time.
    PLoS One. 2009;4(4):e5299 PMID: 19390573
  34. Prochlorococcus, a marine photosynthetic prokaryote of global significance.
    Microbiol Mol Biol Rev. 1999 Mar;63(1):106-27 PMID: 10066832
  35. Draft genome sequence of strain HIMB100, a cultured representative of the SAR116 clade of marine Alphaproteobacteria.
    Stand Genomic Sci. 2011 Dec 31;5(3):269-78 PMID: 22675578
  36. Three Prochlorococcus cyanophage genomes: signature features and ecological interpretations.
    PLoS Biol. 2005 May;3(5):e144 PMID: 15828858
  37. Phylogenomics of T4 cyanophages: lateral gene transfer in the 'core' and origins of host genes.
    Environ Microbiol. 2012 Aug;14(8):2113-26 PMID: 22348436
  38. Prophinder: a computational tool for prophage prediction in prokaryotic genomes.
    Bioinformatics. 2008 Mar 15;24(6):863-5 PMID: 18238785
  39. Phage-bacteria relationships and CRISPR elements revealed by a metagenomic survey of the rumen microbiome.
    Environ Microbiol. 2012 Jan;14(1):207-27 PMID: 22004549
  40. Prevalence of broad-host-range lytic bacteriophages of Sphaerotilus natans, Escherichia coli, and Pseudomonas aeruginosa.
    Appl Environ Microbiol. 1998 Feb;64(2):575-80 PMID: 9464396
  41. Virioplankton: viruses in aquatic ecosystems.
    Microbiol Mol Biol Rev. 2000 Mar;64(1):69-114 PMID: 10704475
  42. Marine viruses: truth or dare.
    Ann Rev Mar Sci. 2012;4:425-48 PMID: 22457982
  43. Seasonal variation in lysogeny as depicted by prophage induction in Tampa Bay, Florida.
    Appl Environ Microbiol. 2002 Sep;68(9):4307-14 PMID: 12200280
  44. Abundant SAR11 viruses in the ocean.
    Nature. 2013 Feb 21;494(7437):357-60 PMID: 23407494
  45. BEDTools: a flexible suite of utilities for comparing genomic features.
    Bioinformatics. 2010 Mar 15;26(6):841-2 PMID: 20110278
  46. The genome and structural proteome of an ocean siphovirus: a new window into the cyanobacterial 'mobilome'.
    Environ Microbiol. 2009 Nov;11(11):2935-51 PMID: 19840100
  47. Prodigal: prokaryotic gene recognition and translation initiation site identification.
    BMC Bioinformatics. 2010;11:119 PMID: 20211023
  48. Basic local alignment search tool.
    J Mol Biol. 1990 Oct 5;215(3):403-10 PMID: 2231712
  49. Single cell genomics: an individual look at microbes.
    Curr Opin Microbiol. 2012 Oct;15(5):613-20 PMID: 23026140
  50. Depth-stratified functional and taxonomic niche specialization in the 'core' and 'flexible' Pacific Ocean Virome.
    ISME J. 2015 Feb;9(2):472-84 PMID: 25093636
  51. MUSCLE: multiple sequence alignment with high accuracy and high throughput.
    Nucleic Acids Res. 2004;32(5):1792-7 PMID: 15034147
  52. Single-cell and population level viral infection dynamics revealed by phageFISH, a method to visualize intracellular and free viruses.
    Environ Microbiol. 2013 Aug;15(8):2306-18 PMID: 23489642
  53. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
    Genome Biol. 2009;10(3):R25 PMID: 19261174
  54. ProtTest 3: fast selection of best-fit models of protein evolution.
    Bioinformatics. 2011 Apr 15;27(8):1164-5 PMID: 21335321
  55. Viruses of the Archaea: a unifying view.
    Nat Rev Microbiol. 2006 Nov;4(11):837-48 PMID: 17041631
  56. Prophages in marine bacteria: dangerous molecular time bombs or the key to survival in the seas?
    ISME J. 2008 Jun;2(6):579-89 PMID: 18521076
  57. PIPS: pathogenicity island prediction software.
    PLoS One. 2012;7(2):e30848 PMID: 22355329
  58. Contrasting genomic patterns and infection strategies of two co-existing Bacteroidetes podovirus genera.
    Environ Microbiol. 2014 Aug;16(8):2501-13 PMID: 24428166
  59. Lysogeny in marine Synechococcus.
    Nature. 2002 Jan 31;415(6871):496 PMID: 11823851
  60. Using CRISPRs as a metagenomic tool to identify microbial hosts of a diffuse flow hydrothermal vent viral assemblage.
    FEMS Microbiol Ecol. 2011 Jul;77(1):120-33 PMID: 21410492
  61. PhiSpy: a novel algorithm for finding prophages in bacterial genomes that combines similarity- and composition-based strategies.
    Nucleic Acids Res. 2012 Sep;40(16):e126 PMID: 22584627
  62. Cultivation of the ubiquitous SAR11 marine bacterioplankton clade.
    Nature. 2002 Aug 8;418(6898):630-3 PMID: 12167859
  63. Genomic DNA amplification from a single bacterium.
    Appl Environ Microbiol. 2005 Jun;71(6):3342-7 PMID: 15933038
  64. Metagenomic analysis of lysogeny in Tampa Bay: implications for prophage gene expression.
    PLoS One. 2008;3(9):e3263 PMID: 18810270
  65. Shifting the genomic gold standard for the prokaryotic species definition.
    Proc Natl Acad Sci U S A. 2009 Nov 10;106(45):19126-31 PMID: 19855009
  66. Viruses in the sea.
    Nature. 2005 Sep 15;437(7057):356-61 PMID: 16163346
  67. Ecology and evolution of viruses infecting uncultivated SUP05 bacteria as revealed by single-cell- and meta-genomics.
    Elife. 2014;3:e03125 PMID: 25171894
  68. Prophage insertion sites.
    Res Microbiol. 2003 May;154(4):277-82 PMID: 12798232
  69. The uncultured microbial majority.
    Annu Rev Microbiol. 2003;57:369-94 PMID: 14527284
  70. A rapid bootstrap algorithm for the RAxML Web servers.
    Syst Biol. 2008 Oct;57(5):758-71 PMID: 18853362
  71. Phylogenetic analysis indicates evolutionary diversity and environmental segregation of marine podovirus DNA polymerase gene sequences.
    Appl Environ Microbiol. 2009 Jun;75(11):3634-40 PMID: 19363063
  72. Interpolated variable order motifs for identification of horizontally acquired DNA: revisiting the Salmonella pathogenicity islands.
    Bioinformatics. 2006 Sep 15;22(18):2196-203 PMID: 16837528
  73. Cyanophages infecting the oceanic cyanobacterium Prochlorococcus.
    Nature. 2003 Aug 28;424(6952):1047-51 PMID: 12944965
  74. Ecology of prokaryotic viruses.
    FEMS Microbiol Rev. 2004 May;28(2):127-81 PMID: 15109783
  75. Improvement of phylogenies after removing divergent and ambiguously aligned blocks from protein sequence alignments.
    Syst Biol. 2007 Aug;56(4):564-77 PMID: 17654362
  76. Phage genomics: small is beautiful.
    Cell. 2002 Jan 11;108(1):13-6 PMID: 11792317
  77. Statistical structure of host-phage interactions.
    Proc Natl Acad Sci U S A. 2011 Jul 12;108(28):E288-97 PMID: 21709225
  78. New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0.
    Syst Biol. 2010 May;59(3):307-21 PMID: 20525638
  79. Twelve previously unknown phage genera are ubiquitous in global oceans.
    Proc Natl Acad Sci U S A. 2013 Jul 30;110(31):12798-803 PMID: 23858439
  80. Expanding the marine virosphere using metagenomics.
    PLoS Genet. 2013;9(12):e1003987 PMID: 24348267
Article Info
Journal
The ISME journal
Abbr.
ISME J
ISSN
1751-7370
Published
2015-11-00
Epub
2015-00-07
Pages
2386-99
Language
English
Region
England
NLM ID
101301086
PMCID
PMC4611503
Subset
IM
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