Interdisciplinary Program in Statistics, University of Arizona, Tucson, AZ.
ARL Division of Biotechnology, University of Arizona, Tucson, AZ.
Mol Biol Evol. 2019 Feb 1;36(2):315-327. doi: 10.1093/molbev/msy211.
The indigenous inhabitants of Siberia live in some of the harshest environments on earth, experiencing extended periods of severe cold temperatures, dramatic variation in photoperiod, and limited and highly variable food resources. While the successful long-term settlement of this area by humans required multiple behavioral and cultural innovations, the nature of the underlying genetic changes has generally remained elusive. In this study, we used a three-part approach to identify putative targets of positive natural selection in Siberians. We first performed selection scans on whole exome and genome-wide single nucleotide polymorphism array data from multiple Siberian populations. We then annotated candidates in the tails of the empirical distributions, focusing on candidates with evidence linking them to biological processes and phenotypes previously identified as relevant to adaptation in circumpolar groups. The top candidates were then genotyped in additional populations to determine their spatial allele frequency distributions and associations with climate variables. Our analysis reveals missense mutations in three genes involved in lipid metabolism (PLA2G2A, PLIN1, and ANGPTL8) that exhibit genomic and spatial patterns consistent with selection for cold climate and/or diet. These variants are unified by their connection to brown adipose tissue and may help to explain previously observed physiological differences in Siberians such as low serum lipid levels and increased basal metabolic rate. These results support the hypothesis that indigenous Siberians have genetically adapted to their local environment by selection on multiple genes.
西伯利亚的原住民生活在地球上最恶劣的环境中,经历了长时间的严寒天气、光照时间的剧烈变化以及有限且高度变化的食物资源。尽管人类成功地在这个地区长期定居需要多种行为和文化上的创新,但潜在的遗传变化的性质通常仍然难以捉摸。在这项研究中,我们使用了三部分方法来确定西伯利亚人中可能存在的正自然选择的目标。我们首先对来自多个西伯利亚人群的全外显子和全基因组单核苷酸多态性芯片数据进行了选择扫描。然后,我们在经验分布的尾部注释候选者,重点关注那些与先前确定的与环极群体适应相关的生物过程和表型有联系的候选者。然后,在其他人群中对顶级候选者进行基因分型,以确定它们的空间等位基因频率分布以及与气候变量的关联。我们的分析揭示了三个参与脂质代谢的基因(PLA2G2A、PLIN1 和 ANGPTL8)中的错义突变,这些突变在基因组和空间模式上与寒冷气候和/或饮食的选择一致。这些变体通过与棕色脂肪组织的联系而统一,可能有助于解释西伯利亚人以前观察到的生理差异,例如血清脂质水平低和基础代谢率增加。这些结果支持了这样一种假设,即西伯利亚的原住民通过对多个基因的选择已经在基因上适应了他们的当地环境。