High-quality genome sequences of uncultured microbes by assembly of read clouds

被引:72
作者
Bishara, Alex [1 ,2 ,3 ]
Moss, Eli L. [2 ,3 ]
Kolmogorov, Mikhail [4 ]
Parada, Alma E. [5 ]
Weng, Ziming [6 ]
Sidow, Arend [2 ,3 ,6 ]
Dekas, Anne E. [5 ]
Batzoglou, Serafim [1 ]
Bhatt, Ami S. [2 ,3 ]
机构
[1] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Med Hematol Blood & Marrow Transplantat, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[4] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[5] Stanford Univ, Dept Earth Syst Sci, Stanford, CA 94305 USA
[6] Stanford Univ, Sch Med, Dept Pathol, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
SINGLE-CELL; ACCURATE; METAGENOMICS; DIVERSITY; BACTERIA; STRAINS;
D O I
10.1038/nbt.4266
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Although shotgun metagenomic sequencing of microbiome samples enables partial reconstruction of strain-level community structure, obtaining high-quality microbial genome drafts without isolation and culture remains difficult. Here, we present an application of read clouds, short-read sequences tagged with long-range information, to microbiome samples. We present Athena, a de novo assembler that uses read clouds to improve metagenomic assemblies. We applied this approach to sequence stool samples from two healthy individuals and compared it with existing short-read and synthetic long-read metagenomic sequencing techniques. Read-cloud metagenomic sequencing and Athena assembly produced the most comprehensive individual genome drafts with high contiguity (>200-kb N50, fewer than ten contigs), even for bacteria with relatively low (20x) raw short-readsequence coverage. We also sequenced a complex marine-sediment sample and generated 24 intermediate-quality genome drafts (>70% complete, <10% contaminated), nine of which were complete (>90% complete, <5% contaminated). Our approach allows for culture-free generation of high-quality microbial genome drafts by using a single shotgun experiment.
引用
收藏
页码:1067 / +
页数:11
相关论文
共 49 条
  • [1] Alneberg J, 2014, NAT METHODS, V11, P1144, DOI [10.1038/NMETH.3103, 10.1038/nmeth.3103]
  • [2] Haplotype-resolved whole-genome sequencing by contiguity-preserving transposition and combinatorial indexing
    Amini, Sasan
    Pushkarev, Dmitry
    Christiansen, Lena
    Kostem, Emrah
    Royce, Tom
    Turk, Casey
    Pignatelli, Natasha
    Adey, Andrew
    Kitzman, Jacob O.
    Vijayan, Kandaswamy
    Ronaghi, Mostafa
    Shendure, Jay
    Gunderson, Kevin L.
    Steemers, Frank J.
    [J]. NATURE GENETICS, 2014, 46 (12) : 1343 - 1349
  • [3] [Anonymous], PREPRINT
  • [4] [Anonymous], PREPRINT
  • [5] Genomic resolution of linkages in carbon, nitrogen, and sulfur cycling among widespread estuary sediment bacteria
    Baker, Brett J.
    Lazar, Cassandre Sara
    Teske, Andreas P.
    Dick, Gregory J.
    [J]. MICROBIOME, 2015, 3
  • [6] Bankevich A, 2016, NAT METHODS, V13, P248, DOI [10.1038/NMETH.3737, 10.1038/nmeth.3737]
  • [7] SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
    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.
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) : 455 - 477
  • [8] Benson DA, 2013, NUCLEIC ACIDS RES, V41, pD36, DOI [10.1093/nar/gkp1024, 10.1093/nar/gkq1079, 10.1093/nar/gks1195, 10.1093/nar/gkw1070, 10.1093/nar/gkl986, 10.1093/nar/gkx1094, 10.1093/nar/gkn723, 10.1093/nar/gkr1202, 10.1093/nar/gkg057]
  • [9] Read clouds uncover variation in complex regions of the human genome
    Bishara, Alex
    Liu, Yuling
    Weng, Ziming
    Kashef-Haghighi, Dorna
    Newburger, Daniel E.
    West, Robert
    Sidow, Arend
    Batzoglou, Serafim
    [J]. GENOME RESEARCH, 2015, 25 (10) : 1570 - 1580
  • [10] Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea
    Bowers, Robert M.
    Kyrpides, Nikos C.
    Stepanauskas, Ramunas
    Harmon-Smith, Miranda
    Doud, Devin
    Reddy, T. B. K.
    Schulz, Frederik
    Jarett, Jessica
    Rivers, Adam R.
    Eloe-Fadrosh, Emiley A.
    Tringe, Susannah G.
    Ivanova, Natalia N.
    Copeland, Alex
    Clum, Alicia
    Becraft, Eric D.
    Malmstrom, Rex R.
    Birren, Bruce
    Podar, Mircea
    Bork, Peer
    Weinstock, George M.
    Garrity, George M.
    Dodsworth, Jeremy A.
    Yooseph, Shibu
    Sutton, Granger
    Gloeckner, Frank O.
    Gilbert, Jack A.
    Nelson, William C.
    Hallam, Steven J.
    Jungbluth, Sean P.
    Ettema, Thijs J. G.
    Tighe, Scott
    Konstantinidis, Konstantinos T.
    Liu, Wen-Tso
    Baker, Brett J.
    Rattei, Thomas
    Eisen, Jonathan A.
    Hedlund, Brian
    McMahon, Katherine D.
    Fierer, Noah
    Knight, Rob
    Finn, Rob
    Cochrane, Guy
    Karsch-Mizrachi, Ilene
    Tyson, Gene W.
    Rinke, Christian
    Lapidus, Alla
    Meyer, Folker
    Yilmaz, Pelin
    Parks, Donovan H.
    Eren, A. M.
    [J]. NATURE BIOTECHNOLOGY, 2017, 35 (08) : 725 - 731