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PREDICTING ADAPTATION UNDER MIGRATION LOAD: THE ROLE OF GENETIC SKEW

机译:迁移负载下的适应预测:遗传偏斜的作用

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Quantitative genetics models have been used to predict the constraints on local adaptation caused by gene flow between populations under migration-selection balance. One key assumption of this approach is that genetic values within a population are normally distributed. Gene flow, however, may generate distributions that are skewed toward the immigrant's mean value. If the response to selection from a skewed distribution is different from that expected under the assumption of normality, models may result in inaccurate predictions. We use individual-based computer simulations to explore this problem, comparing our results to a recent model developed by Hendry et al. (2001). We show that this model underestimates the equilibrium divergence between populations at migration-selection balance. The extent of this underestimation is correlated with the amount of genetic skew generated by migration and is partly explained by the fact that the analytical model ignores direct selection against hybrid phenotypes. We also show that all else being equal, response to selection in a population with a skewed distribution of genotypes is greater than in a population with normally distributed genotypes. The production of skew under migration-selection balance, however, is itself dependent upon the genetic architecture, with greater deviations from normality produced when alleles contributing to population differentiation have very different effect sizes. We find that both the skew and discrepancies between the models are greatest at intermediate migration rates and moderate to strong selection, which is exactly the region of parameter space that is most empirically relevant.
机译:定量遗传学模型已被用于预测在迁移选择平衡下种群之间的基因流对局部适应的限制。这种方法的一个关键假设是种群中的遗传价值呈正态分布。但是,基因流可能会产生偏向移民均值的分布。如果对偏态分布的选择的响应与正态性假设下的预期不同,则模型可能会导致预测不准确。我们使用基于个人的计算机模拟来探索此问题,并将我们的结果与Hendry等人开发的最新模型进行比较。 (2001)。我们表明,该模型低估了人口在迁移选择平衡下的均衡差异。这种低估的程度与迁移产生的遗传偏斜的数量有关,并且部分原因是分析模型忽略了直接针对杂交表型的选择。我们还表明,在所有其他条件都相同的情况下,基因型分布偏斜的人群对选择的反应要大于基因型正态分布的人群。但是,在迁移选择平衡下的偏斜产生本身取决于遗传结构,与导致种群分化的等位基因具有不同的效应大小时,产生的正常偏差更大。我们发现,模型之间的偏斜和差异在中间迁移率和中等至强选择时都最大,这恰恰是与经验最相关的参数空间区域。

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