Department of Evolution and Ecology, University of California, Davis, CA 95616;
Institute of Ecology and Evolution, University of Bern, 3012 Bern, Switzerland.
Proc Natl Acad Sci U S A. 2017 Jul 3;114(27):7061-7066. doi: 10.1073/pnas.1616755114. Epub 2017 Jun 20.
The interplay of divergent selection and gene flow is key to understanding how populations adapt to local environments and how new species form. Here, we use DNA polymorphism data and genome-wide variation in recombination rate to jointly infer the strength and timing of selection, as well as the baseline level of gene flow under various demographic scenarios. We model how divergent selection leads to a genome-wide negative correlation between recombination rate and genetic differentiation among populations. Our theory shows that the selection density (i.e., the selection coefficient per base pair) is a key parameter underlying this relationship. We then develop a procedure for parameter estimation that accounts for the confounding effect of background selection. Applying this method to two datasets from , we infer a strong signal of adaptive divergence in the face of gene flow between populations growing on and off phytotoxic serpentine soils. However, the genome-wide intensity of this selection is not exceptional compared with what populations may typically experience when adapting to local conditions. We also find that selection against genome-wide introgression from the selfing sister species has acted to maintain a barrier between these two species over at least the last 250 ky. Our study provides a theoretical framework for linking genome-wide patterns of divergence and recombination with the underlying evolutionary mechanisms that drive this differentiation.
分歧选择和基因流的相互作用是理解种群如何适应局部环境以及新物种如何形成的关键。在这里,我们使用 DNA 多态性数据和全基因组重组率的变化来共同推断选择的强度和时间,以及在各种人口统计情景下基因流的基线水平。我们的模型表明,分歧选择导致了种群之间重组率和遗传分化之间的全基因组负相关。我们的理论表明,选择密度(即每个碱基对的选择系数)是这种关系的关键参数。然后,我们开发了一种参数估计程序,该程序考虑了背景选择的混杂影响。将该方法应用于来自 的两个数据集,我们推断出在生长在有毒蛇纹石土壤和非蛇纹石土壤的种群之间存在基因流的情况下,存在强烈的适应性分歧信号。然而,与种群适应局部条件时通常经历的情况相比,这种选择的全基因组强度并不特殊。我们还发现,对来自自交姐妹种 的全基因组渐渗的选择作用,至少在过去 250 千年来,一直维持着这两个物种之间的障碍。我们的研究提供了一个理论框架,将全基因组的分化和重组模式与驱动这种分化的潜在进化机制联系起来。