A virus or more in (nearly) every cell: ubiquitous networks of virus-host interactions in extreme environments

被引:77
作者
Munson-McGee, Jacob H. [1 ]
Peng, Shengyun [2 ]
Dewerff, Samantha [3 ]
Stepanauskas, Ramunas [4 ]
Whitaker, Rachel J. [3 ]
Weitz, Joshua S. [2 ,5 ]
Young, Mark J. [1 ,6 ]
机构
[1] Montana State Univ, Dept Microbiol & Immunol, Bozeman, MT 59717 USA
[2] Georgia Inst Technol, Sch Biol Sci, Atlanta, GA 30332 USA
[3] Univ Illinois, Dept Microbiol, Urbana, IL USA
[4] Bigelow Lab Ocean Sci, East Boothbay, ME USA
[5] Georgia Inst Technol, Sch Phys, Atlanta, GA 30332 USA
[6] Montana State Univ, Dept Plant Sci & Plant Pathol, Bozeman, MT 59717 USA
基金
美国国家科学基金会;
关键词
SINGLE-CELL; HOT-SPRINGS; BACTERIA; GENOME; COMMUNITIES; POPULATION; OCEAN;
D O I
10.1038/s41396-018-0071-7
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The application of viral and cellular metagenomics to natural environments has expanded our understanding of the structure, functioning, and diversity of microbial and viral communities. The high diversity of many communities, e.g., soils, surface ocean waters, and animal-associated microbiomes, make it difficult to establish virus-host associations at the single cell (rather than population) level, assign cellular hosts, or determine the extent of viral host range from metagenomics studies alone. Here, we combine single-cell sequencing with environmental metagenomics to characterize the structure of virus-host associations in a Yellowstone National Park (YNP) hot spring microbial community. Leveraging the relatively low diversity of the YNP environment, we are able to overlay evidence at the single-cell level with contextualized viral and cellular community structure. Combining evidence from hexanucelotide analysis, single cell read mapping, network-based analytics, and CRISPR-based inference, we conservatively estimate that >60% of cells contain at least one virus type and a majority of these cells contain two or more virus types. Of the detected virus types, nearly 50% were found in more than 2 cellular clades, indicative of a broad host range. The new lens provided by the combination of metaviromics and single-cell genomics reveals a network of virus-host interactions in extreme environments, provides evidence that extensive virus-host associations are common, and further expands the unseen impact of viruses on cellular life.
引用
收藏
页码:1706 / 1714
页数:9
相关论文
共 42 条
[1]   Alignment-free d2* oligonucleotide frequency dissimilarity measure improves prediction of hosts from metagenomically-derived viral sequences [J].
Ahlgren, Nathan A. ;
Ren, Jie ;
Lu, Yang Young ;
Fuhrman, Jed A. ;
Sun, Fengzhu .
NUCLEIC ACIDS RESEARCH, 2017, 45 (01) :39-53
[2]   Single-cell and population level viral infection dynamics revealed by phageFISH, a method to visualize intracellular and free viruses [J].
Allers, Elke ;
Moraru, Cristina ;
Duhaime, Melissa B. ;
Beneze, Erica ;
Solonenko, Natalie ;
Barrero-Canosa, Jimena ;
Amann, Rudolf ;
Sullivan, Matthew B. .
ENVIRONMENTAL MICROBIOLOGY, 2013, 15 (08) :2306-2318
[3]   Using CRISPRs as a metagenomic tool to identify microbial hosts of a diffuse flow hydrothermal vent viral assemblage [J].
Anderson, Rika E. ;
Brazelton, William J. ;
Baross, John A. .
FEMS MICROBIOLOGY ECOLOGY, 2011, 77 (01) :120-133
[4]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[5]   Viral assemblage composition in Yellowstone acidic hot springs assessed by network analysis [J].
Bolduc, Benjamin ;
Wirth, Jennifer F. ;
Mazurie, Aurelien ;
Young, Mark J. .
ISME JOURNAL, 2015, 9 (10) :2162-2177
[6]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[7]   Marine Viruses: Truth or Dare [J].
Breitbart, Mya .
ANNUAL REVIEW OF MARINE SCIENCE, VOL 4, 2012, 4 :425-448
[8]   Patterns and ecological drivers of ocean viral communities [J].
Brum, Jennifer R. ;
Ignacio-Espinoza, J. Cesar ;
Roux, Simon ;
Doulcier, Guilhem ;
Acinas, Silvia G. ;
Alberti, Adriana ;
Chaffron, Samuel ;
Cruaud, Corinne ;
de Vargas, Colomban ;
Gasol, Josep M. ;
Gorsky, Gabriel ;
Gregory, Ann C. ;
Guidi, Lionel ;
Hingamp, Pascal ;
Iudicone, Daniele ;
Not, Fabrice ;
Ogata, Hiroyuki ;
Pesant, Stephane ;
Poulos, Bonnie T. ;
Schwenck, Sarah M. ;
Speich, Sabrina ;
Dimier, Celine ;
Kandels-Lewis, Stefanie ;
Picheral, Marc ;
Searson, Sarah ;
Bork, Peer ;
Bowler, Chris ;
Sunagawa, Shinichi ;
Wincker, Patrick ;
Karsenti, Eric ;
Sullivan, Matthew B. .
SCIENCE, 2015, 348 (6237)
[9]   Rising to the challenge: accelerated pace of discovery transforms marine virology [J].
Brum, Jennifer R. ;
Sullivan, Matthew B. .
NATURE REVIEWS MICROBIOLOGY, 2015, 13 (03) :147-159
[10]   A persistent, productive, and seasonally dynamic vibriophage population within Pacific oysters (Crassostrea gigas) [J].
Comeau, AM ;
Buenaventura, E ;
Suttle, CA .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2005, 71 (09) :5324-5331