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用于提高非裔美国人基因分型推断准确性的特定人群参考面板。

A population-specific reference panel for improved genotype imputation in African Americans.

机构信息

23andMe, Inc., Sunnyvale, CA, USA.

Google Health, Cambridge, MA, USA.

出版信息

Commun Biol. 2021 Nov 5;4(1):1269. doi: 10.1038/s42003-021-02777-9.

Abstract

There is currently a dearth of accessible whole genome sequencing (WGS) data for individuals residing in the Americas with Sub-Saharan African ancestry. We generated whole genome sequencing data at intermediate (15×) coverage for 2,294 individuals with large amounts of Sub-Saharan African ancestry, predominantly Atlantic African admixed with varying amounts of European and American ancestry. We performed extensive comparisons of variant callers, phasing algorithms, and variant filtration on these data to construct a high quality imputation panel containing data from 2,269 unrelated individuals. With the exception of the TOPMed imputation server (which notably cannot be downloaded), our panel substantially outperformed other available panels when imputing African American individuals. The raw sequencing data, variant calls and imputation panel for this cohort are all freely available via dbGaP and should prove an invaluable resource for further study of admixed African genetics.

摘要

目前,居住在美洲且具有撒哈拉以南非洲血统的个人的可及全基因组测序 (WGS) 数据稀缺。我们为 2294 名具有大量撒哈拉以南非洲血统的个体生成了中等(15×)覆盖的全基因组测序数据,这些个体主要是与不同数量的欧洲和美洲血统混合的大西洋非洲人。我们对这些数据进行了广泛的变体调用器、相位算法和变体过滤比较,以构建一个包含来自 2269 个无关个体的数据的高质量 imputation 面板。除了 TOPMed imputation 服务器(其明显无法下载)之外,当对非裔美国人进行推测时,我们的面板在性能上大大优于其他可用面板。该队列的原始测序数据、变体调用和推测面板均可通过 dbGaP 免费获得,这应该为进一步研究混合非洲遗传学提供宝贵的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2f75/8571350/ae786214ee9f/42003_2021_2777_Fig1_HTML.jpg

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