Assembling the Marine Metagenome, One Cell at a Time

被引:240
作者
Woyke, Tanja
Xie, Gary
Copeland, Alex
Gonzalez, Jose M.
Han, Cliff
Kiss, Hajnalka
Saw, Jimmy H.
Senin, Pavel
Yang, Chi
Chatterji, Sourav
Cheng, Jan-Fang
Eisen, Jonathan A.
Sieracki, Michael E.
Stepanauskas, Ramunas
机构
[1] DOE Joint Genome Institute, Walnut Creek, CA
[2] Los Alamos National Laboratory, Los Alamos, NM
[3] Department of Microbiology, University of La Laguna, La Laguna, Tenerife
[4] Department of Evolution and Ecology, University of California Davis, Davis, CA
[5] Bigelow Laboratory for Ocean Sciences, West Boothbay Harbor, ME
[6] Department of Microbiology, University of Hawaii at Manoa, Honolulu, HI
[7] Department of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI
[8] Institute of Bioinformatics, National Yang-Ming University, Taipei
来源
PLOS ONE | 2009年 / 4卷 / 04期
关键词
D O I
10.1371/journal.pone.0005299
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The difficulty associated with the cultivation of most microorganisms and the complexity of natural microbial assemblages, such as marine plankton or human microbiome, hinder genome reconstruction of representative taxa using cultivation or metagenomic approaches. Here we used an alternative, single cell sequencing approach to obtain high-quality genome assemblies of two uncultured, numerically significant marine microorganisms. We employed fluorescence-activated cell sorting and multiple displacement amplification to obtain hundreds of micrograms of genomic DNA from individual, uncultured cells of two marine flavobacteria from the Gulf of Maine that were phylogenetically distant from existing cultured strains. Shotgun sequencing and genome finishing yielded 1.9 Mbp in 17 contigs and 1.5 Mbp in 21 contigs for the two flavobacteria, with estimated genome recoveries of about 91% and 78%, respectively. Only 0.24% of the assembling sequences were contaminants and were removed from further analysis using rigorous quality control. In contrast to all cultured strains of marine flavobacteria, the two single cell genomes were excellent Global Ocean Sampling (GOS) metagenome fragment recruiters, demonstrating their numerical significance in the ocean. The geographic distribution of GOS recruits along the Northwest Atlantic coast coincided with ocean surface currents. Metabolic reconstruction indicated diverse potential energy sources, including biopolymer degradation, proteorhodopsin photometabolism, and hydrogen oxidation. Compared to cultured relatives, the two uncultured flavobacteria have small genome sizes, few non-coding nucleotides, and few paralogous genes, suggesting adaptations to narrow ecological niches. These features may have contributed to the abundance of the two taxa in specific regions of the ocean, and may have hindered their cultivation. We demonstrate the power of single cell DNA sequencing to generate reference genomes of uncultured taxa from a complex microbial community of marine bacterioplankton. A combination of single cell genomics and metagenomics enabled us to analyze the genome content, metabolic adaptations, and biogeography of these taxa.
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页数:10
相关论文
共 55 条
  • [1] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [2] Widespread distribution of proteorhodopsins in freshwater and brackish ecosystems
    Atamna-Ismaeel, Nof
    Sabehi, Gazalah
    Sharon, Itai
    Witzel, Karl-Paul
    Labrenz, Matthias
    Juergens, Klaus
    Barkay, Tamar
    Stomp, Maayke
    Huisman, Jef
    Beja, Oded
    [J]. ISME JOURNAL, 2008, 2 (06) : 656 - 662
  • [3] CRITICA: Coding region identification tool invoking comparative analysis
    Badger, JH
    Olsen, GJ
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 1999, 16 (04) : 512 - 524
  • [4] Proteorhodopsin phototrophy in the ocean
    Béjà, O
    Spudich, EN
    Spudich, JL
    Leclerc, M
    DeLong, EF
    [J]. NATURE, 2001, 411 (6839) : 786 - 789
  • [5] Prediction of twin-arginine signal peptides
    Bendtsen, JD
    Nielsen, H
    Widdick, D
    Palmer, T
    Brunak, S
    [J]. BMC BIOINFORMATICS, 2005, 6 (1)
  • [6] Improved prediction of signal peptides: SignalP 3.0
    Bendtsen, JD
    Nielsen, H
    von Heijne, G
    Brunak, S
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 2004, 340 (04) : 783 - 795
  • [7] Molecular evidence for zooplankton-associated nitrogen-fixing anaerobes based on amplification of the nifH gene
    Braun, ST
    Proctor, LM
    Zani, S
    Mellon, MT
    Zehr, JP
    [J]. FEMS MICROBIOLOGY ECOLOGY, 1999, 28 (03) : 273 - 279
  • [8] MetaCyc: a multiorganism database of metabolic pathways and enzymes
    Caspi, Ron
    Foerster, Hartmut
    Fulcher, Carol A.
    Hopkinson, Rebecca
    Ingraham, John
    Kaipa, Pallavi
    Krummenacker, Markus
    Paley, Suzanne
    Pick, John
    Rhee, Seung Y.
    Tissier, Christophe
    Zhang, Peifen
    Karp, Peter D.
    [J]. NUCLEIC ACIDS RESEARCH, 2006, 34 : D511 - D516
  • [9] Chatterji S, 2008, LECT N BIOINFORMAT, V4955, P17
  • [10] Improved microbial gene identification with GLIMMER
    Delcher, AL
    Harmon, D
    Kasif, S
    White, O
    Salzberg, SL
    [J]. NUCLEIC ACIDS RESEARCH, 1999, 27 (23) : 4636 - 4641