Strategies for the Genomic Analysis of Admixed Populations

被引:14
|
作者
Tan, Taotao [1 ]
Atkinson, Elizabeth G. [1 ]
机构
[1] Baylor Coll Med, Dept Mol & Human Genet, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
admixture; statistical genetics; complex traits; genomics; methods; ancestry; ADMIXTURE LINKAGE DISEQUILIBRIUM; GENETIC ASSOCIATION; WIDE ASSOCIATION; LOCAL-ANCESTRY; GENOTYPE IMPUTATION; AFRICAN-AMERICAN; MIXED-MODEL; HDL-C; RISK; STRATIFICATION;
D O I
10.1146/annurev-biodatasci-020722-014310
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Admixed populations constitute a large portion of global human genetic diversity, yet they are often left out of genomics analyses. This exclusion is problematic, as it leads to disparities in the understanding of the genetic structure and history of diverse cohorts and the performance of genomic medicine across populations. Admixed populations have particular statistical challenges, as they inherit genomic segments from multiple source populations-the primary reason they have historically been excluded from genetic studies. In recent years, however, an increasing number of statistical methods and software tools have been developed to account for and leverage admixture in the context of genomics analyses. Here, we provide a survey of such computational strategies for the informed consideration of admixture to allow for the well-calibrated inclusion of mixed ancestry populations in large-scale genomics studies, and we detail persisting gaps in existing tools.
引用
收藏
页码:105 / 127
页数:23
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