Directional Selection and Evolution of Polygenic Traits in Eastern Eurasia: Insights from Ancient DNA

特质 生物 进化生物学 选择(遗传算法) 定向选择 人口 生态选择 自闭症 遗传学 心理学 人口学 发展心理学 遗传变异 基因 机器学习 计算机科学 社会学 程序设计语言
作者
Davide Piffer
出处
期刊:Twin Research and Human Genetics [Cambridge University Press]
卷期号:: 1-20
标识
DOI:10.1017/thg.2024.49
摘要

Abstract This study explores directional selection on physical and psychosocial phenotypes in Eastern Eurasian populations, utilizing a dataset of 1245 ancient genomes. By analyzing polygenic scores (PGS) for traits including height, educational attainment (EA), IQ, autism, schizophrenia, and others, we observed significant temporal trends spanning the Holocene era. The results suggest positive selection for cognitive-related traits such as IQ, EA and autism spectrum disorder (ASD), alongside negative selection for anxiety and depression. The results for height were mixed and showed nonlinear relationships with Years Before Present (BP). These trends were partially mediated by genetic components linked to distinct ancestral populations. Regression models incorporating admixture, geography, and temporal variables were used to account for biases in population composition over time. Latitude showed a positive effect on ASD PGS, EA and height, while it had a negative effect on skin pigmentation scores. Additionally, latitude exhibited significant nonlinear effects on multiple phenotypes. The observed patterns highlight the influence of climate-mediated selection pressures on trait evolution. Spline regression revealed that several polygenic scores had nonlinear relationships with years BP. The findings provide evidence for complex evolutionary dynamics, with distinct selective pressures shaping phenotypic diversity across different timescales and environments.

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