A de novo metagenomic assembly program for shotgun DNA reads

被引:30
|
作者
Lai, Binbin [1 ,2 ,3 ,4 ]
Ding, Ruogu [1 ,2 ,3 ]
Li, Yang [1 ,2 ,3 ]
Duan, Liping [5 ]
Zhu, Huaiqiu [1 ,2 ,3 ,4 ]
机构
[1] Peking Univ, Coll Engn, State Key Lab Turbulence & Complex Syst, Beijing 100871, Peoples R China
[2] Peking Univ, Coll Engn, Dept Biomed Engn, Beijing 100871, Peoples R China
[3] Peking Univ, Ctr Theoret Biol, Beijing 100871, Peoples R China
[4] Peking Univ, Ctr Prot Sci, Beijing 100871, Peoples R China
[5] Peking Univ Third Hosp, Dept Gastroenterol, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
GENOMES;
D O I
10.1093/bioinformatics/bts162
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: A high-quality assembly of reads generated from shotgun sequencing is a substantial step in metagenome projects. Although traditional assemblers have been employed in initial analysis of metagenomes, they cannot surmount the challenges created by the features of metagenomic data. Result: We present a de novo assembly approach and its implementation named MAP (metagenomic assembly program). Based on an improved overlap/layout/consensus (OLC) strategy incorporated with several special algorithms, MAP uses the mate pair information, resulting in being more applicable to shotgun DNA reads (recommended as > 200 bp) currently widely used in metagenome projects. Results of extensive tests on simulated data show that MAP can be superior to both Celera and Phrap for typical longer reads by Sanger sequencing, as well as has an evident advantage over Celera, Newbler and the newest Genovo, for typical shorter reads by 454 sequencing.
引用
收藏
页码:1455 / 1462
页数:8
相关论文
共 50 条
  • [41] Evaluation of hybrid and non-hybrid methods for de novo assembly of nanopore reads
    Sovic, Ivan
    Krizanovic, Kresimir
    Skala, Karolj
    Sikic, Mile
    BIOINFORMATICS, 2016, 32 (17) : 2582 - 2589
  • [42] De novo assembly of the complex genome of Nippostrongylus brasiliensis using MinION long reads
    David Eccles
    Jodie Chandler
    Mali Camberis
    Bernard Henrissat
    Sergey Koren
    Graham Le Gros
    Jonathan J. Ewbank
    BMC Biology, 16
  • [43] GALA: a computational framework for de novo chromosome-by-chromosome assembly with long reads
    Mohamed Awad
    Xiangchao Gan
    Nature Communications, 14
  • [44] Individual Genome of the Russian Male: SNP Calling and a de novo Assembly of Unmapped Reads
    Chekanov, N. N.
    Boulygina, E. S.
    Beletskiy, A. V.
    Prokhortchouk, E. B.
    Skryabin, K. G.
    ACTA NATURAE, 2010, 2 (03): : 122 - 126
  • [45] GALA: a computational framework for de novo chromosome-by-chromosome assembly with long reads
    Awad, Mohamed
    Gan, Xiangchao
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [46] De-novo Assembly of Limnospira fusiformis Using Ultra-Long Reads
    Hicks, McKenna
    Tran-Dao, Thuy-Khanh
    Mulroney, Logan
    Bernick, David L.
    FRONTIERS IN MICROBIOLOGY, 2021, 12
  • [47] ntLink: A Toolkit for De Novo Genome Assembly Scaffolding and Mapping Using Long Reads
    Coombe, Lauren
    Warren, Rene L.
    Wong, Johnathan
    Nikolic, Vladimir
    Birol, Inanc
    CURRENT PROTOCOLS, 2023, 3 (04):
  • [48] Initio whole genome shotgun assembly with mated short, reads
    Medvedev, Paul
    Brudno, Michael
    RESEARCH IN COMPUTATIONAL MOLECULAR BIOLOGY, PROCEEDINGS, 2008, 4955 : 50 - +
  • [49] Near-optimal assembly for shotgun sequencing with noisy reads
    Lam, Ka-Kit
    Khalak, Asif
    Tse, David
    BMC BIOINFORMATICS, 2014, 15
  • [50] De novo assembly and validation of planaria transcriptome by massive parallel sequencing and shotgun proteomics
    Adamidi, Catherine
    Wang, Yongbo
    Gruen, Dominic
    Mastrobuoni, Guido
    You, Xintian
    Tolle, Dominic
    Dodt, Matthias
    Mackowiak, Sebastian D.
    Gogol-Doering, Andreas
    Oenal, Pinar
    Rybak, Agnieszka
    Ross, Eric
    Alvarado, Alejandro Sanchez
    Kempa, Stefan
    Dieterich, Christoph
    Rajewsky, Nikolaus
    Chen, Wei
    GENOME RESEARCH, 2011, 21 (07) : 1193 - 1200