metaSPAdes: a new versatile metagenomic assembler

被引:2686
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
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