Daub J T, Moretti S, Davydov I I, Excoffier L, Robinson-Rechavi M
CMPG, Institute of Ecology and Evolution, University of Berne, Berne, Switzerland.
SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Mol Biol Evol. 2017 Jun 1;34(6):1391-1402. doi: 10.1093/molbev/msx083.
Gene set enrichment approaches have been increasingly successful in finding signals of recent polygenic selection in the human genome. In this study, we aim at detecting biological pathways affected by positive selection in more ancient human evolutionary history. Focusing on four branches of the primate tree that lead to modern humans, we tested all available protein coding gene trees of the Primates clade for signals of adaptation in these branches, using the likelihood-based branch site test of positive selection. The results of these locus-specific tests were then used as input for a gene set enrichment test, where whole pathways are globally scored for a signal of positive selection, instead of focusing only on outlier "significant" genes. We identified signals of positive selection in several pathways that are mainly involved in immune response, sensory perception, metabolism, and energy production. These pathway-level results are highly significant, even though there is no functional enrichment when only focusing on top scoring genes. Interestingly, several gene sets are found significant at multiple levels in the phylogeny, but different genes are responsible for the selection signal in the different branches. This suggests that the same function has been optimized in different ways at different times in primate evolution.
基因集富集方法在寻找人类基因组中近期多基因选择信号方面越来越成功。在本研究中,我们旨在检测在更古老的人类进化历史中受正选择影响的生物途径。聚焦于通向现代人类的灵长类谱系的四个分支,我们使用基于似然的分支位点正选择检验,对灵长类进化枝中所有可用的蛋白质编码基因树进行这些分支中适应性信号的检测。然后,这些位点特异性检验的结果被用作基因集富集检验的输入,在该检验中,对整个途径进行全局的正选择信号评分,而不是仅关注异常值“显著”基因。我们在几个主要涉及免疫反应、感官知觉、新陈代谢和能量产生的途径中鉴定出了正选择信号。这些途径水平的结果非常显著,尽管仅关注得分最高的基因时没有功能富集。有趣的是,在系统发育中发现几个基因集在多个水平上显著,但不同的基因在不同分支中产生选择信号。这表明在灵长类进化的不同时间,相同的功能以不同方式得到了优化。