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A minimum set of ancestry informative markers for determining admixture proportions in a mixed American population: the Brazilian set

机译:用于确定混合美国人口中混合比例的最小祖先信息标记集:巴西集

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The Brazilian population is considered to be highly admixed. The main contributing ancestral populations were European and African, with Amerindians contributing to a lesser extent. The aims of this study were to provide a resource for determining and quantifying individual continental ancestry using the smallest number of SNPs possible, thus allowing for a cost-and time-efficient strategy for genomic ancestry determination. We identified and validated a minimum set of 192 ancestry informative markers (AIMs) for the genetic ancestry determination of Brazilian populations. These markers were selected on the basis of their distribution throughout the human genome, and their capacity of being genotyped on widely available commercial platforms. We analyzed genotyping data from 6487 individuals belonging to three Brazilian cohorts. Estimates of individual admixture using this 192 AIM panels were highly correlated with estimates using similar to 370 000 genome-wide SNPs: 91%, 92%, and 74% of, respectively, African, European, and Native American ancestry components. Besides that, 192 AIMs are well distributed among populations from these ancestral continents, allowing greater freedom in future studies with this panel regarding the choice of reference populations. We also observed that genetic ancestry inferred by AIMs provides similar association results to the one obtained using ancestry inferred by genomic data (370 K SNPs) in a simple regression model with rs1426654, related to skin pigmentation, genotypes as dependent variable. In conclusion, these markers can be used to identify and accurately quantify ancestry of Latin Americans or US Hispanics/Latino individuals, in particular in the context of fine-mapping strategies that require the quantification of continental ancestry in thousands of individuals.
机译:巴西人口被认为是高度混杂的。主要的祖传人口是欧洲和非洲人,美洲印第安人的贡献程度较小。这项研究的目的是提供一种使用最少数量的SNP来确定和量化单个大陆血统的资源,从而为确定基因组血统提供一种节省成本和时间的策略。我们确定并验证了一套最少的192个祖先信息标记(AIM),用于确定巴西人口的遗传祖先。选择这些标记的依据是它们在整个人类基因组中的分布以及在广泛可用的商业平台上进行基因分型的能力。我们分析了来自3个巴西队列的6487名个体的基因分型数据。使用这192个AIM面板对单个混合物的估计与使用约370 000个全基因组SNP的估计高度相关:分别占非洲,欧洲和美洲原住民祖先成分的91%,92%和74%。除此之外,在这些祖传大陆的人口中,有192个AIM分布良好,这使该小组在未来有关参考人口选择的研究中具有更大的自由度。我们还观察到,由AIM推断出的遗传血统与使用rs1426654的简单回归模型(与皮肤色素沉着,基因型为因变量)通过简单回归模型通过基因组数据(370 K SNP)推断出的祖先提供的结果相似。总之,这些标记可用于识别和准确量化拉丁美洲人或美国拉美裔/拉丁美洲人的血统,特别是在需要对数千个人进行大陆血统量化的精细映射策略的情况下。

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