Department of Evolution, Systematics, and Ecology, Hebrew University of Jerusalem, Jerusalem 91905, Israel.
Genome Res. 2010 Nov;20(11):1558-73. doi: 10.1101/gr.108993.110. Epub 2010 Sep 4.
How much does the intensity of purifying selection vary among populations and species? How uniform are the shifts in selective pressures across the genome? To address these questions, we took advantage of a recent, whole-genome polymorphism data set from two closely related species of yeast, Saccharomyces cerevisiae and S. paradoxus, paying close attention to the population structure within these species. We found that the average intensity of purifying selection on amino acid sites varies markedly among populations and between species. As expected in the presence of extensive weakly deleterious mutations, the effect of purifying selection is substantially weaker on single nucleotide polymorphisms (SNPs) segregating within populations than on SNPs fixed between population samples. Also in accordance with a Nearly Neutral model, the variation in the intensity of purifying selection across populations corresponds almost perfectly to simple measures of their effective size. As a first step toward understanding the processes generating these patterns, we sought to tease apart the relative importance of systematic, genome-wide changes in the efficacy of selection, such as those expected from demographic processes and of gene-specific changes, which may be expected after a shift in selective pressures. For that purpose, we developed a new model for the evolution of purifying selection between populations and inferred its parameters from the genome-wide data using a likelihood approach. We found that most, but not all changes seem to be explained by systematic shifts in the efficacy of selection. One population, the sake-derived strains of S. cerevisiae, however, also shows extensive gene-specific changes, plausibly associated with domestication. These findings have important implications for our understanding of purifying selection as well as for estimates of the rate of molecular adaptation in yeast and in other species.
在不同群体和物种中,净化选择的强度有多大差异?基因组中选择压力的变化有多一致?为了解决这些问题,我们利用了最近来自两个密切相关的酵母物种——酿酒酵母和 S. paradoxus 的全基因组多态性数据集,密切关注这些物种内的种群结构。我们发现,氨基酸位点的净化选择强度在不同群体和物种之间存在显著差异。正如在存在大量弱有害突变的情况下所预期的那样,净化选择对在群体内分离的单核苷酸多态性(SNP)的影响远小于对在群体样本之间固定的 SNP 的影响。同样符合近乎中性模型,净化选择强度在群体之间的变化与它们的有效大小的简单衡量标准几乎完全对应。作为理解产生这些模式的过程的第一步,我们试图梳理系统性的、全基因组的选择效力变化的相对重要性,例如那些预期来自人口过程的变化,以及基因特异性变化,这些变化可能是在选择压力发生变化后产生的。为此,我们开发了一种新的群体间净化选择进化模型,并使用似然法从全基因组数据中推断其参数。我们发现,大多数变化(但不是全部)似乎可以用选择效力的系统性变化来解释。然而,一个种群,即来自清酒的酿酒酵母菌株,也显示出广泛的基因特异性变化,可能与驯化有关。这些发现对我们理解净化选择以及对酵母和其他物种中分子适应率的估计都有重要意义。