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Evaluation of Haplotype Inference Using Definitive Haplotype Data Obtained from Complete Hydatidiform Moles and Its Significance for the Analyses of Positively Selected Regions

机译:利用从完整葡萄胎中获得的确定性单倍型数据评估单倍型推导及其对正选区域分析的意义

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摘要

The haplotype map constructed by the HapMap Project is a valuable resource in the genetic studies of disease genes, population structure, and evolution. In the Project, Caucasian and African haplotypes are fairly accurately inferred, based mainly on the rules of Mendelian inheritance using the genotypes of trios. However, the Asian haplotypes are inferred from the genotypes of unrelated individuals based on population genetics, and are less accurate. Thus, the effects of this inaccuracy on downstream analyses needs to be assessed. We determined true Japanese haplotypes by genotyping 100 complete hydatidiform moles (CHM), each carrying a genome derived from a single sperm, using Affymetrix 500 K Arrays. We then assessed how inferred haplotypes can differ from true haplotypes, by phasing pseudo-individualized true haplotypes using the programs PHASE, fastPHASE, and Beagle. We found that, at various genomic regions, especially the MHC locus, the expansion of extended haplotype homozygosity (EHH), which is a measure of positive selection, is obscured when inferred Asian haplotype data is used to detect the expansion. We then mapped the genome using a new statistic, XDiHH, which directly detects the difference between the true and inferred haplotypes, in the determination of EHH expansion. We also show that the true haplotype data presented here is useful to assess and improve the accuracy of phasing of Asian genotypes.
机译:HapMap项目构建的单倍型图谱是疾病基因,种群结构和进化的遗传研究中的宝贵资源。在该项目中,主要根据孟德尔遗传规则使用三重奏的基因型来相当准确地推断出白种人和非洲的单倍型。但是,亚洲单倍型是根据种群遗传学从无关亲戚的基因型中推断出来的,准确性较差。因此,需要评估这种不准确性对下游分析的影响。我们通过使用Affymetrix 500 K阵列对100个完整的葡萄胎(CHM)进行基因分型来确定真正的日本单倍型,每个葡萄胎带有一个源自单个精子的基因组。然后,我们使用PHASE,fastPHASE和Beagle程序对伪个性化的真实单倍型进行定相,从而评估推断出的单倍型与真实单倍型之间的差异。我们发现,在不同的基因组区域,特别是MHC基因座,当使用推断的亚洲单倍型数据检测扩增时,掩盖了扩展单倍型纯合性(EHH)的扩展,这是阳性选择的一种量度。然后,我们使用新的统计数据XDiHH绘制了基因组图,该数据可直接检测真实单倍型和推断的单倍型之间的差异,从而确定EHH的扩增。我们还表明,此处介绍的真实单倍型数据可用于评估和提高亚洲基因型定相的准确性。

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