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Regional genetic differences among Japanese populations and performance of genotype imputation using whole-genome reference panel of the Tohoku Medical Megabank Project

机译:使用东北医学大银行计划的全基因组参考面板对日本人群的区域遗传差异和基因型推算的表现

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摘要

BackgroundGenotype imputation from single-nucleotide polymorphism (SNP) genotype data using a haplotype reference panel consisting of thousands of unrelated individuals from populations of interest can help to identify strongly associated variants in genome-wide association studies. The Tohoku Medical Megabank (TMM) project was established to support the development of precision medicine, together with the whole-genome sequencing of 1070 human genomes from individuals in the Miyagi region (Northeast Japan) and the construction of the 1070 Japanese genome reference panel (1KJPN). Here, we investigated the performance of 1KJPN for genotype imputation of Japanese samples not included in the TMM project and compared it with other population reference panels.
机译:背景技术使用由来自感兴趣人群的数千个无关个体组成的单倍型参考面板,从单核苷酸多态性(SNP)基因型数据中进行基因型插补可以帮助确定全基因组关联研究中的强相关变异。建立东北医学大银行(TMM)项目是为了支持精密医学的发展,以及宫城地区(日本东北部)个人的1070个人类基因组的全基因组测序以及1070日本基因组参考面板的构建( 1KJPN)。在这里,我们调查了1KJPN在TMM项目中未包括的日本样本的基因型推算中的性能,并将其与其他人群参考小组进行了比较。

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