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南美混合人群祖先推断的精度评估。

Evaluation of the Precision of Ancestry Inferences in South American Admixed Populations.

作者信息

Pereira Vania, Santangelo Roberta, Børsting Claus, Tvedebrink Torben, Almeida Ana Paula F, Carvalho Elizeu F, Morling Niels, Gusmão Leonor

机构信息

Section of Forensic Genetics, Department of Forensic Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Department of Mathematical Sciences, Aalborg University, Aalborg, Denmark.

出版信息

Front Genet. 2020 Aug 21;11:966. doi: 10.3389/fgene.2020.00966. eCollection 2020.

Abstract

Ancestry informative markers (AIMs) are used in forensic genetics to infer biogeographical ancestry (BGA) of individuals and may also have a prominent role in future police and identification investigations. In the last few years, many studies have been published reporting new AIM sets. These sets include markers (usually around 100 or less) selected with different purposes and different population resolutions. Regardless of the ability of these sets to separate populations from different continents or regions, the uncertainty associated with the estimates provided by these panels and their capacity to accurately report the different ancestral contributions in individuals of admixed populations has rarely been investigated. This issue is addressed in this study by evaluating different AIM sets. Ancestry inference was carried out in admixed South American populations, both at population and individual levels. The results of ancestry inferences using AIM sets with different numbers of markers among admixed reference populations were compared. To evaluate the performance of the different ancestry panels at the individual level, expected and observed estimates among families and their offspring were compared, considering that (1) the apportionment of ancestry in the offspring should be closer to the average ancestry of the parents, and (2) full siblings should present similar ancestry values. The results obtained illustrate the importance of having a good balance/compromise between not only the number of markers and their ability to differentiate ancestral populations, but also a balanced differentiation among reference groups, to obtain more precise values of genetic ancestry. This work also highlights the importance of estimating errors associated with the use of a limited number of markers. We demonstrate that although these errors have a moderate effect at the population level, they may have an important impact at the individual level. Considering that many AIM-sets are being described for inferences at the individual level and not at the population level, e.g., in association studies or the determination of a suspect's BGA, the results of this work point to the need of a more careful evaluation of the uncertainty associated with the ancestry estimates in admixed populations, when small AIM-sets are used.

摘要

祖先信息标记(AIMs)在法医遗传学中用于推断个体的生物地理祖先(BGA),并且在未来的警方和身份识别调查中可能也会发挥重要作用。在过去几年中,已经发表了许多报告新AIM集的研究。这些集合包括出于不同目的和不同人群分辨率选择的标记(通常约100个或更少)。无论这些集合区分来自不同大陆或地区人群的能力如何,这些面板提供的估计值所具有的不确定性以及它们准确报告混合人群个体中不同祖先贡献的能力很少得到研究。本研究通过评估不同的AIM集来解决这个问题。在混合的南美人群中,在群体和个体层面进行了祖先推断。比较了在混合参考人群中使用具有不同标记数量的AIM集进行祖先推断的结果。为了在个体层面评估不同祖先面板的性能,比较了家庭及其后代的预期和观察估计值,考虑到:(1)后代的祖先分配应更接近父母的平均祖先,以及(2)全同胞应呈现相似的祖先值。获得的结果说明了不仅在标记数量及其区分祖先群体的能力之间取得良好平衡/折衷的重要性,而且在参考组之间进行平衡区分以获得更精确的遗传祖先值的重要性。这项工作还强调了估计与使用有限数量标记相关的误差的重要性。我们证明,尽管这些误差在群体层面具有中等影响,但它们在个体层面可能具有重要影响。考虑到许多AIM集是为个体层面而非群体层面的推断而描述的,例如在关联研究或确定嫌疑人的BGA时,当使用小AIM集时,这项工作的结果表明需要更仔细地评估混合人群中祖先估计值相关的不确定性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/58f4/7472784/43f0ebb06a51/fgene-11-00966-g001.jpg

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