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
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