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非裔美国人混合血统历史信息模型的拟合检验。

Tests of fit of historically-informed models of African American Admixture.

作者信息

Gross Jessica M

机构信息

Department of Anthropology MSC01-1040, Anthropology 1, University of New Mexico, Albuquerque, New Mexico.

出版信息

Am J Phys Anthropol. 2018 Feb;165(2):211-222. doi: 10.1002/ajpa.23343. Epub 2017 Nov 13.

Abstract

OBJECTIVES

African American populations in the U.S. formed primarily by mating between Africans and Europeans over the last 500 years. To date, studies of admixture have focused on either a one-time admixture event or continuous input into the African American population from Europeans only. Our goal is to gain a better understanding of the admixture process by examining models that take into account (a) assortative mating by ancestry in the African American population, (b) continuous input from both Europeans and Africans, and (c) historically informed variation in the rate of African migration over time.

MATERIALS AND METHODS

We used a model-based clustering method to generate distributions of African ancestry in three samples comprised of 147 African Americans from two published sources. We used a log-likelihood method to examine the fit of four models to these distributions and used a log-likelihood ratio test to compare the relative fit of each model.

RESULTS

The mean ancestry estimates for our datasets of 77% African/23% European to 83% African/17% European ancestry are consistent with previous studies. We find admixture models that incorporate continuous gene flow from Europeans fit significantly better than one-time event models, and that a model involving continuous gene flow from Africans and Europeans fits better than one with continuous gene flow from Europeans only for two samples. Importantly, models that involve continuous input from Africans necessitate a higher level of gene flow from Europeans than previously reported.

DISCUSSION

We demonstrate that models that take into account information about the rate of African migration over the past 500 years fit observed patterns of African ancestry better than alternative models. Our approach will enrich our understanding of the admixture process in extant and past populations.

摘要

目的

美国非裔人群主要是过去500年间非洲人和欧洲人通婚形成的。迄今为止,关于混合血统的研究要么聚焦于一次性混合事件,要么仅关注欧洲人对非裔人群的持续基因输入。我们的目标是通过研究考虑以下因素的模型,更好地理解混合血统过程:(a)非裔人群中按血统的选型交配;(b)欧洲人和非洲人的持续基因输入;(c)非洲移民率随时间变化的历史信息。

材料与方法

我们使用基于模型的聚类方法,在来自两个已发表来源的147名非裔美国人组成的三个样本中生成非洲血统分布。我们使用对数似然法检验四个模型对这些分布的拟合情况,并使用对数似然比检验比较每个模型的相对拟合度。

结果

我们数据集的平均血统估计值为77%非洲血统/23%欧洲血统至83%非洲血统/17%欧洲血统,与先前研究一致。我们发现,纳入欧洲人持续基因流动的混合血统模型比一次性事件模型拟合得显著更好,并且对于两个样本,一个涉及非洲人和欧洲人持续基因流动的模型比仅涉及欧洲人持续基因流动的模型拟合得更好。重要的是,涉及非洲人持续基因输入的模型需要比先前报道更高水平的欧洲人基因流动。

讨论

我们证明,考虑过去500年非洲移民率信息的模型比其他模型能更好地拟合观察到的非洲血统模式。我们的方法将丰富我们对现存和过去人群中混合血统过程的理解。

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