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在巴西混合人群中推断遗传祖先时,选择混合模型和标记集所面临的挑战。

Challenges in selecting admixture models and marker sets to infer genetic ancestry in a Brazilian admixed population.

机构信息

Human Genetics Laboratory, Institute of Biological Sciences, University of Brasilia, Brasília, DF, Brazil.

Department of Genetics and Evolutionary Biology, Biosciences Institute, University of São Paulo, São Paulo, SP, Brazil.

出版信息

Sci Rep. 2022 Dec 8;12(1):21240. doi: 10.1038/s41598-022-25521-7.

Abstract

The inference of genetic ancestry plays an increasingly prominent role in clinical, population, and forensic genetics studies. Several genotyping strategies and analytical methodologies have been developed over the last few decades to assign individuals to specific biogeographic regions. However, despite these efforts, ancestry inference in populations with a recent history of admixture, such as those in Brazil, remains a challenge. In admixed populations, proportion and components of genetic ancestry vary on different levels: (i) between populations; (ii) between individuals of the same population, and (iii) throughout the individual's genome. The present study evaluated 1171 admixed Brazilian samples to compare the genetic ancestry inferred by tri-/tetra-hybrid admixture models and evaluated different marker sets from those with small numbers of ancestry informative markers panels (AIMs), to high-density SNPs (HDSNP) and whole-genome-sequence (WGS) data. Analyses revealed greater variation in the correlation coefficient of ancestry components within and between admixed populations, especially for minority ancestral components. We also observed positive correlation between the number of markers in the AIMs panel and HDSNP/WGS. Furthermore, the greater the number of markers, the more accurate the tri-/tetra-hybrid admixture models.

摘要

遗传祖先推断在临床、人群和法医遗传学研究中扮演着越来越重要的角色。在过去几十年中,已经开发出了几种基因分型策略和分析方法,以将个体分配到特定的生物地理区域。然而,尽管有这些努力,在具有近期混合历史的人群中,如巴西的人群中,祖先推断仍然是一个挑战。在混合人群中,遗传祖先的比例和成分在不同层面上存在差异:(i)在不同人群之间;(ii)在同一人群中的个体之间,以及(iii)在个体的整个基因组中。本研究评估了 1171 个混合巴西样本,比较了三/四杂交混合模型推断的遗传祖先,并评估了不同的标记集,包括具有少量祖先信息标记(AIMs)的标记集、高密度 SNPs(HDSNP)和全基因组序列(WGS)数据。分析结果表明,混合人群内和人群间的祖先成分相关系数的变化更大,尤其是少数祖先成分的变化更大。我们还观察到 AIMs 面板中的标记数量与 HDSNP/WGS 之间存在正相关关系。此外,标记数量越多,三/四杂交混合模型的准确性越高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52ea/9731996/cc68d65497ba/41598_2022_25521_Fig1_HTML.jpg

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