Kudaravalli Sridhar, Veyrieras Jean-Baptiste, Stranger Barbara E, Dermitzakis Emmanouil T, Pritchard Jonathan K
Department of Human Genetics, The University of Chicago, USA.
Mol Biol Evol. 2009 Mar;26(3):649-58. doi: 10.1093/molbev/msn289. Epub 2008 Dec 17.
Changes in gene expression may represent an important mode of human adaptation. However, to date, there are relatively few known examples in which selection has been shown to act directly on levels or patterns of gene expression. In order to test whether single nucleotide polymorphisms (SNPs) that affect gene expression in cis are frequently targets of positive natural selection in humans, we analyzed genome-wide SNP and expression data from cell lines associated with the International HapMap Project. Using a haplotype-based test for selection that was designed to detect incomplete selective sweeps, we found that SNPs showing signals of selection are more likely than random SNPs to be associated with gene expression levels in cis. This signal is significant in the Yoruba (which is the population that shows the strongest signals of selection overall) and shows a trend in the same direction in the other HapMap populations. Our results argue that selection on gene expression levels is an important type of human adaptation. Finally, our work provides an analytical framework for tackling a more general problem that will become increasingly important: namely, testing whether selection signals overlap significantly with SNPs that are associated with phenotypes of interest.
基因表达的变化可能代表了人类适应的一种重要方式。然而,迄今为止,已知的例子相对较少,其中选择被证明直接作用于基因表达的水平或模式。为了测试影响顺式基因表达的单核苷酸多态性(SNP)是否经常是人类正向自然选择的目标,我们分析了来自与国际人类基因组单体型图计划相关的细胞系的全基因组SNP和表达数据。使用基于单倍型的选择测试来检测不完全的选择性清除,我们发现显示选择信号的SNP比随机SNP更有可能在顺式中与基因表达水平相关。这个信号在约鲁巴人(这是总体上显示最强选择信号的人群)中很显著,并且在其他人类基因组单体型图人群中显示出相同方向的趋势。我们的结果表明,对基因表达水平的选择是人类适应的一种重要类型。最后,我们的工作提供了一个分析框架,用于解决一个将变得越来越重要的更普遍的问题:即测试选择信号是否与与感兴趣的表型相关的SNP显著重叠。