High-quality genome sequences of uncultured microbes by assembly of read clouds

被引:74
作者
Bishara, Alex [1 ,2 ,3 ]
Moss, Eli L. [2 ,3 ]
Kolmogorov, Mikhail [4 ]
Parada, Alma E. [5 ]
Weng, Ziming [6 ]
Sidow, Arend [2 ,3 ,6 ]
Dekas, Anne E. [5 ]
Batzoglou, Serafim [1 ]
Bhatt, Ami S. [2 ,3 ]
机构
[1] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Med Hematol Blood & Marrow Transplantat, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[4] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[5] Stanford Univ, Dept Earth Syst Sci, Stanford, CA 94305 USA
[6] Stanford Univ, Sch Med, Dept Pathol, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
SINGLE-CELL; ACCURATE; METAGENOMICS; DIVERSITY; BACTERIA; STRAINS;
D O I
10.1038/nbt.4266
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Although shotgun metagenomic sequencing of microbiome samples enables partial reconstruction of strain-level community structure, obtaining high-quality microbial genome drafts without isolation and culture remains difficult. Here, we present an application of read clouds, short-read sequences tagged with long-range information, to microbiome samples. We present Athena, a de novo assembler that uses read clouds to improve metagenomic assemblies. We applied this approach to sequence stool samples from two healthy individuals and compared it with existing short-read and synthetic long-read metagenomic sequencing techniques. Read-cloud metagenomic sequencing and Athena assembly produced the most comprehensive individual genome drafts with high contiguity (>200-kb N50, fewer than ten contigs), even for bacteria with relatively low (20x) raw short-readsequence coverage. We also sequenced a complex marine-sediment sample and generated 24 intermediate-quality genome drafts (>70% complete, <10% contaminated), nine of which were complete (>90% complete, <5% contaminated). Our approach allows for culture-free generation of high-quality microbial genome drafts by using a single shotgun experiment.
引用
收藏
页码:1067 / +
页数:11
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