Division of Nutritional Sciences, Cornell University.
Genome Biol Evol. 2013;5(9):1689-701. doi: 10.1093/gbe/evt124.
Expression quantitative trait loci (eQTLs) have been found to be enriched in trait-associated single-nucleotide polymorphisms (SNPs). However, whether eQTLs are adaptive to different environmental factors and its relative evolutionary significance compared with nonsynonymous SNPs (NS SNPs) are still elusive. Compiling environmental correlation data from three studies for more than 500,000 SNPs and 42 environmental factors, including climate, subsistence, pathogens, and dietary patterns, we performed a systematic examination of the adaptive patterns of eQTLs to local environment. Compared with intergenic SNPs, eQTLs are significantly enriched in the lower tail of a transformed rank statistic in the environmental correlation analysis, indicating possible adaptation of eQTLs to the majority of 42 environmental factors. The mean enrichment of eQTLs across 42 environmental factors is as great as, if not greater than, that of NS SNPs. The enrichment of eQTLs, although significant across all levels of recombination rate, is inversely correlated with recombination rate, suggesting the presence of selective sweep or background selection. Further pathway enrichment analysis identified a number of pathways with possible environmental adaption from eQTLs. These pathways are mostly related with immune function and metabolism. Our results indicate that eQTLs might have played an important role in recent and ongoing human adaptation and are of special importance for some environmental factors and biological pathways.
表达数量性状基因座 (eQTLs) 已被发现富集于与性状相关的单核苷酸多态性 (SNPs)。然而,eQTLs 是否适应不同的环境因素,以及与非同义 SNP (NS SNPs) 相比,其相对进化意义仍不明确。我们编译了来自三项研究的超过 50 万个 SNPs 和 42 个环境因素的环境相关性数据,包括气候、生计、病原体和饮食模式,对 eQTLs 对局部环境的适应模式进行了系统的研究。与基因间 SNPs 相比,eQTLs 在环境相关性分析中转换秩统计量的尾部显著富集,表明 eQTLs 可能适应了 42 个环境因素中的大多数。eQTLs 在 42 个环境因素中的平均富集程度与 NS SNPs 相当,如果不是更大的话。尽管在所有重组率水平上的富集都很显著,但 eQTLs 的富集与重组率呈负相关,这表明存在选择清除或背景选择。进一步的途径富集分析从 eQTLs 中确定了一些可能具有环境适应性的途径。这些途径大多与免疫功能和代谢有关。我们的结果表明,eQTLs 可能在人类近期和正在进行的适应中发挥了重要作用,特别是对一些环境因素和生物途径具有重要意义。