Haplotype-resolved de novo assembly using phased assembly graphs with hifiasm

被引:1503
|
作者
Cheng, Haoyu [1 ,2 ]
Concepcion, Gregory T. [3 ]
Feng, Xiaowen [1 ,2 ]
Zhang, Haowen [4 ]
Li, Heng [1 ,2 ]
机构
[1] Dana Farber Canc Inst, Dept Data Sci, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[3] Pacific Biosci, Menlo Pk, CA USA
[4] Georgia Inst Technol, Sch Computat Sci & Engn, Atlanta, GA 30332 USA
基金
美国国家卫生研究院;
关键词
GENOME; ACCURATE; READS;
D O I
10.1038/s41592-020-01056-5
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Haplotype-resolved de novo assembly is the ultimate solution to the study of sequence variations in a genome. However, existing algorithms either collapse heterozygous alleles into one consensus copy or fail to cleanly separate the haplotypes to produce high-quality phased assemblies. Here we describe hifiasm, a de novo assembler that takes advantage of long high-fidelity sequence reads to faithfully represent the haplotype information in a phased assembly graph. Unlike other graph-based assemblers that only aim to maintain the contiguity of one haplotype, hifiasm strives to preserve the contiguity of all haplotypes. This feature enables the development of a graph trio binning algorithm that greatly advances over standard trio binning. On three human and five nonhuman datasets, including California redwood with a similar to 30-Gb hexaploid genome, we show that hifiasm frequently delivers better assemblies than existing tools and consistently outperforms others on haplotype-resolved assembly.
引用
收藏
页码:170 / +
页数:10
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