生物
选择(遗传算法)
自然选择
古代DNA
进化生物学
基因组
定向选择
人类基因组
遗传学
人口
表型
遗传变异
基因
人口学
机器学习
计算机科学
社会学
作者
Iain Mathieson,Jonathan Terhorst
出处
期刊:Genome Research
[Cold Spring Harbor Laboratory]
日期:2022-10-31
卷期号:: gr.276862.122-gr.276862.122
标识
DOI:10.1101/gr.276862.122
摘要
We developed a novel method for efficiently estimating time-varying selection coefficients from genome-wide ancient DNA data. In simulations, our method accurately recovers selective trajectories, and is robust to mis-specification of population size. We applied it to a large dataset of ancient and present-day human genomes from Britain, and identified seven loci with genome-wide significant evidence of selection in the past 4500 years. Almost all of them can be related to increased vitamin D or calcium levels, suggesting strong selective pressure on these or related phenotypes. However, the strength of selection on individual loci varied substantially over time, suggesting that cultural or environmental factors moderated the genetic response. Of 28 complex anthropometric and metabolic traits, skin pigmentation was the only one with significant evidence of polygenic selection, further underscoring the importance of phenotypes related to vitamin D. Our approach illustrates the power of ancient DNA to characterize selection in human populations and illuminates the recent evolutionary history of Britain.
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