John Sona, Stephan Wolfgang
Section of Population Genetics Technical University of Munich Freising Germany.
Leibniz Institute for Evolution and Biodiversity Science Natural History Museum Berlin Germany.
Ecol Evol. 2020 Jan 10;10(3):1278-1287. doi: 10.1002/ece3.5981. eCollection 2020 Feb.
We analyzed a model to determine the factors that facilitate or limit rapid polygenic adaptation. This model includes population genetic terms of mutation and both directional and stabilizing selection on a highly polygenic trait in a diploid population of finite size. First, we derived the equilibrium distribution of the allele frequencies of the multilocus model by diffusion approximation. This formula describing the equilibrium allele frequencies as a mutation-selection-drift balance was examined by computer simulation using parameter values inferred for human height, a well-studied polygenic trait. Second, assuming that a sudden environmental shift of the fitness optimum occurs while the population is in equilibrium, we analyzed the adaptation of the trait to the new optimum. The speed at which the trait mean approaches the new optimum increases with the equilibrium genetic variance. Thus, large population size and/or large mutation rate may facilitate rapid adaptation. Third, the contribution of an individual locus to polygenic adaptation depends on the compound parameter , where is the effect size, the equilibrium frequency of the trait-increasing allele of this locus, and . Thus, only loci with large values of this parameter contribute coherently to polygenic adaptation. Given that mutation rates are relatively small, this is more likely in large populations, in which the effects of drift are limited.
我们分析了一个模型,以确定促进或限制快速多基因适应的因素。该模型包括有限大小二倍体群体中突变的群体遗传项,以及对高度多基因性状的定向选择和稳定选择。首先,我们通过扩散近似推导了多位点模型等位基因频率的平衡分布。使用针对人类身高(一个经过充分研究的多基因性状)推断的参数值,通过计算机模拟检验了这个将平衡等位基因频率描述为突变 - 选择 - 漂变平衡的公式。其次,假设在群体处于平衡状态时适应度最优值突然发生环境变化,我们分析了该性状对新最优值的适应情况。性状均值接近新最优值的速度随着平衡遗传方差增加。因此,大群体规模和/或高突变率可能促进快速适应。第三,单个基因座对多基因适应的贡献取决于复合参数 ,其中 是效应大小, 是该基因座性状增加等位基因的平衡频率,且 。因此,只有该参数值大的基因座才会对多基因适应有一致的贡献。鉴于突变率相对较小,在大群体中更有可能出现这种情况,因为在大群体中漂变的影响有限。