metaSPAdes: a new versatile metagenomic assembler

被引:2491
作者
Nurk, Sergey [1 ]
Meleshko, Dmitry [1 ]
Korobeynikov, Anton [1 ,2 ]
Pevzner, Pavel A. [1 ,3 ]
机构
[1] St Petersburg State Univ, Ctr Algorithm Biotechnol, Inst Translat Biomed, St Petersburg 199004, Russia
[2] St Petersburg State Univ, Dept Stat Modelling, St Petersburg 198515, Russia
[3] Univ Calif San Diego, Dept Comp Sci & Engn, San Diego, CA 92093 USA
基金
俄罗斯科学基金会;
关键词
DE-NOVO ASSEMBLER; SINGLE-CELL; CD-HIT; GENOME; DIVERSITY; READS; ALGORITHMS; INSIGHTS; MEGAHIT; VELVET;
D O I
10.1101/gr.213959.116
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
While metagenomics has emerged as a technology of choice for analyzing bacterial populations, the assembly of metagenomic data remains challenging, thus stifling biological discoveries. Moreover, recent studies revealed that complex bacterial populations may be composed from dozens of related strains, thus further amplifying the challenge of metagenomic assembly. metaSPAdes addresses various challenges of metagenomic assembly by capitalizing on computational ideas that proved to be useful in assemblies of single cells and highly polymorphic diploid genomes. We benchmark metaSPAdes against other state-of-the-art metagenome assemblers and demonstrate that it results in high-quality assemblies across diverse data sets.
引用
收藏
页码:824 / 834
页数:11
相关论文
共 72 条
  • [41] Illumina TruSeq Synthetic Long-Reads Empower De Novo Assembly and Resolve Complex, Highly-Repetitive Transposable Elements
    McCoy, Rajiv C.
    Taylor, Ryan W.
    Blauwkamp, Timothy A.
    Kelley, Joanna L.
    Kertesz, Michael
    Pushkarev, Dmitry
    Petrov, Dmitri A.
    Fiston-Lavier, Anna-Sophie
    [J]. PLOS ONE, 2014, 9 (09):
  • [42] Candidate phylum TM6 genome recovered from a hospital sink biofilm provides genomic insights into this uncultivated phylum
    McLean, Jeffrey S.
    Lombardo, Mary-Jane
    Badger, Jonathan H.
    Edlund, Anna
    Novotny, Mark
    Yee-Greenbaum, Joyclyn
    Vyahhi, Nikolay
    Hall, Adam P.
    Yang, Youngik
    Dupont, Christopher L.
    Ziegler, Michael G.
    Chitsaz, Hamidreza
    Allen, Andrew E.
    Yooseph, Shibu
    Tesler, Glenn
    Pevzner, Pavel A.
    Friedman, Robert M.
    Nealson, Kenneth H.
    Venter, J. Craig
    Lasken, Roger S.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (26) : E2390 - E2399
  • [43] Assessment of Metagenomic Assembly Using Simulated Next Generation Sequencing Data
    Mende, Daniel R.
    Waller, Alison S.
    Sunagawa, Shinichi
    Jaervelin, Aino I.
    Chan, Michelle M.
    Arumugam, Manimozhiyan
    Raes, Jeroen
    Bork, Peer
    [J]. PLOS ONE, 2012, 7 (02):
  • [44] MetaQUAST: evaluation of metagenome assemblies
    Mikheenko, Alla
    Saveliev, Vladislav
    Gurevich, Alexey
    [J]. BIOINFORMATICS, 2016, 32 (07) : 1088 - 1090
  • [45] Single sample resolution of rare microbial dark matter in a marine invertebrate metagenome
    Miller, Ian J.
    Weyna, Theodore R.
    Fong, Stephen S.
    Lim-Fong, Grace E.
    Kwan, Jason C.
    [J]. SCIENTIFIC REPORTS, 2016, 6
  • [46] A whole-genome assembly of Drosophila
    Myers, EW
    Sutton, GG
    Delcher, AL
    Dew, IM
    Fasulo, DP
    Flanigan, MJ
    Kravitz, SA
    Mobarry, CM
    Reinert, KHJ
    Remington, KA
    Anson, EL
    Bolanos, RA
    Chou, HH
    Jordan, CM
    Halpern, AL
    Lonardi, S
    Beasley, EM
    Brandon, RC
    Chen, L
    Dunn, PJ
    Lai, ZW
    Liang, Y
    Nusskern, DR
    Zhan, M
    Zhang, Q
    Zheng, XQ
    Rubin, GM
    Adams, MD
    Venter, JC
    [J]. SCIENCE, 2000, 287 (5461) : 2196 - 2204
  • [47] Sequence assembly demystified
    Nagarajan, Niranjan
    Pop, Mihai
    [J]. NATURE REVIEWS GENETICS, 2013, 14 (03) : 157 - 167
  • [48] MetaVelvet: an extension of Velvet assembler to de novo metagenome assembly from short sequence reads
    Namiki, Toshiaki
    Hachiya, Tsuyoshi
    Tanaka, Hideaki
    Sakakibara, Yasubumi
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (20) : e155
  • [49] Exploring variation-aware contig graphs for (comparative) metagenomics using MaryGold
    Nijkamp, Jurgen F.
    Pop, Mihai
    Reinders, Marcel J. T.
    de Ridder, Dick
    [J]. BIOINFORMATICS, 2013, 29 (22) : 2826 - 2834
  • [50] Assembling Single-Cell Genomes and Mini-Metagenomes From Chimeric MDA Products
    Nurk, Sergey
    Bankevich, Anton
    Antipov, Dmitry
    Gurevich, Alexey A.
    Korobeynikov, Anton
    Lapidus, Alla
    Prjibelski, Andrey D.
    Pyshkin, Alexey
    Sirotkin, Alexander
    Sirotkin, Yakov
    Stepanauskas, Ramunas
    Clingenpeel, Scott R.
    Woyke, Tanja
    Mclean, Jeffrey S.
    Lasken, Roger
    Tesler, Glenn
    Alekseyev, Max A.
    Pevzner, Pavel A.
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2013, 20 (10) : 714 - 737