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
  • [21] Metagenomic De Novo Assembly of an Aquatic Representative of the Verrucomicrobial Class Spartobacteria
    Herlemann, Daniel P. R.
    Lundin, Daniel
    Labrenz, Matthias
    Juergens, Klaus
    Zheng, Zongli
    Aspeborg, Henrik
    Andersson, Anders F.
    MBIO, 2013, 4 (03):
  • [22] De novo transcriptome assembly of RNA-Seq reads with different strategies
    CHEN Geng1
    2Functional Genomics Core
    Science China(Life Sciences) , 2011, (12) : 1129 - 1133
  • [23] De novo transcriptome assembly of RNA-Seq reads with different strategies
    Geng Chen
    KangPing Yin
    Charles Wang
    TieLiu Shi
    Science China Life Sciences, 2011, 54 : 1129 - 1133
  • [24] Optimal DNA shotgun sequencing: Noisy reads are as good as noiseless reads
    Motahari, Abolfazl
    Ramchandran, Kannan
    Tse, David
    Ma, Nan
    2013 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2013, : 1640 - 1644
  • [25] Rapid, robust plasmid verification by de novo assembly of short sequencing reads
    Gallegos, Jenna E.
    Rogers, Mark F.
    Cialek, Charlotte A.
    Peccoud, Jean
    NUCLEIC ACIDS RESEARCH, 2020, 48 (18) : E106 - E106
  • [26] Meraculous: De Novo Genome Assembly with Short Paired-End Reads
    Chapman, Jarrod A.
    Ho, Isaac
    Sunkara, Sirisha
    Luo, Shujun
    Schroth, Gary P.
    Rokhsar, Daniel S.
    PLOS ONE, 2011, 6 (08):
  • [27] GapFiller: a de novo assembly approach to fill the gap within paired reads
    Francesca Nadalin
    Francesco Vezzi
    Alberto Policriti
    BMC Bioinformatics, 13
  • [28] IsoTree: De Novo Transcriptome Assembly from RNA-Seq Reads
    Zhao, Jin
    Feng, Haodi
    Zhu, Daming
    Zhang, Chi
    Xu, Ying
    BIOINFORMATICS RESEARCH AND APPLICATIONS (ISBRA 2017), 2017, 10330 : 71 - 83
  • [29] GapFiller: a de novo assembly approach to fill the gap within paired reads
    Nadalin, Francesca
    Vezzi, Francesco
    Policriti, Alberto
    BMC BIOINFORMATICS, 2012, 13
  • [30] Fast and accurate de novo genome assembly from long uncorrected reads
    Vaser, Robert
    Sovic, Ivan
    Nagarajan, Niranjan
    Sikic, Mile
    GENOME RESEARCH, 2017, 27 (05) : 737 - 746