Whole-genome haplotype reconstruction using proximity-ligation and shotgun sequencing

被引:181
|
作者
Selvaraj, Siddarth [1 ,2 ]
Dixon, Jesse R. [1 ,3 ]
Bansal, Vikas [4 ,5 ]
Ren, Bing [1 ,6 ,7 ]
机构
[1] Ludwig Inst Canc Res, La Jolla, CA USA
[2] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Med Scientist Training Program, La Jolla, CA 92093 USA
[4] Scripps Translat Sci Inst, La Jolla, CA USA
[5] Scripps Hlth, La Jolla, CA USA
[6] Univ Calif San Diego, Sch Med, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
[7] Univ Calif San Diego, Inst Genom Med, La Jolla, CA 92093 USA
关键词
DISEASE ASSOCIATIONS; DNA METHYLATION; EXPRESSION; FRAMEWORK; VARIANTS; ORIGIN;
D O I
10.1038/nbt.2728
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
Rapid advances in high-throughput sequencing facilitate variant discovery and genotyping, but linking variants into a single haplotype remains challenging. Here we demonstrate HaploSeq, an approach for assembling chromosome-scale haplotypes by exploiting the existence of 'chromosome territories'. We use proximity ligation and sequencing to show that alleles on homologous chromosomes occupy distinct territories, and therefore this experimental protocol preferentially recovers physically linked DNA variants on a homolog. Computational analysis of such data sets allows for accurate (similar to 99.5%) reconstruction of chromosome-spanning haplotypes for similar to 95% of alleles in hybrid mouse cells with 30x sequencing coverage. To resolve haplotypes for a human genome, which has a low density of variants, we coupled HaploSeq with local conditional phasing to obtain haplotypes for similar to 81% of alleles with similar to 98% accuracy from just 17x sequencing. Whereas methods based on proximity ligation were originally designed to investigate spatial organization of genomes, our results lend support for their use as a general tool for haplotyping.
引用
收藏
页码:1111 / +
页数:11
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