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scphaser: haplotype inference using single-cell RNA-seq data

机译:scphaser:使用单细胞RNA-seq数据进行单倍型推断

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摘要

>Summary: Determination of haplotypes is important for modelling the phenotypic consequences of genetic variation in diploid organisms, including cis-regulatory control and compound heterozygosity. We realized that single-cell RNA-seq (scRNA-seq) data are well suited for phasing genetic variants, since both transcriptional bursts and technical bottlenecks cause pronounced allelic fluctuations in individual single cells. Here we present scphaser, an R package that phases alleles at heterozygous variants to reconstruct haplotypes within transcribed regions of the genome using scRNA-seq data. The devised method efficiently and accurately reconstructed the known haplotype for ≥93% of phasable genes in both human and mouse. It also enables phasing of rare and de novo variants and variants far apart within genes, which is hard to attain with population-based computational inference.>Availability and Implementation: scphaser is implemented as an R package. Tutorial and code are available at >Contact: >Supplementary information: are available at Bioinformatics online.
机译:>摘要:单倍型的确定对于模拟二倍体生物的遗传变异的表型后果非常重要,包括顺式调控和复合杂合性。我们意识到单细胞RNA-seq(scRNA-seq)数据非常适合定相遗传变异,因为转录突发和技术瓶颈都会在单个单细胞中引起明显的等位基因波动。在这里,我们介绍了scphaser,这是一个R程序包,可以使用scRNA-seq数据对杂合变异体中的等位基因进行分相,以在基因组的转录区域内重建单倍型。该方法有效而准确地重建了人类和小鼠中≥93%的可调控基因的已知单倍型。它还可以对罕见和从头变异以及基因中相距很远的变异进行分相,这很难通过基于群体的计算推断来实现。>可用性和实现:scphaser作为R包实现。可以在>联系方式: >补充信息上获得教程和代码:在线在线生物信息学。

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