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通过残余变异性的遗传差异产生的定向选择对表型变异性的影响。

Effects on phenotypic variability of directional selection arising through genetic differences in residual variability.

作者信息

Hill William G, Zhang Xu-Sheng

机构信息

Institute of Cell, Animal and Population Biology, School of Biological Sciences, University of Edinburgh, West Mains Road, Edinburgh, EH9 3JT, UK.

出版信息

Genet Res. 2004 Apr;83(2):121-32. doi: 10.1017/s0016672304006640.

Abstract

In standard models of quantitative traits, genotypes are assumed to differ in mean but not variance of the trait. Here we consider directional selection for a quantitative trait for which genotypes also confer differences in variability, viewed either as differences in residual phenotypic variance when individual loci are concerned or as differences in environmental variability when the whole genome is considered. At an individual locus with additive effects, the selective value of the increasing allele is given by ia/sigma + 1/2 ixb/sigma2, where i is the selection intensity, x is the standardized truncation point, sigma2 is the phenotypic variance, and a/sigma and b/sigma2 are the standardized differences in mean and variance respectively between genotypes at the locus. Assuming additive effects on mean and variance across loci, the response to selection on phenotype in mean is isigma2(Am)/sigma + 1/2 ixcov(Amv)/sigma2 and in variance is icov(Amv)/sigma + 1/2 ixsigma2(Av)/sigma2, where sigma2(Am) is the (usual) additive genetic variance of effects of genes on the mean, sigma2(Av) is the corresponding additive genetic variance of their effects on the variance, and cov(Amv) is the additive genetic covariance of their effects. Changes in variance also have to be corrected for any changes due to gene frequency change and for the Bulmer effect, and relevant formulae are given. It is shown that effects on variance are likely to be greatest when selection is intense and when selection is on individual phenotype or within family deviation rather than on family mean performance. The evidence for and implications of such variability in variance are discussed.

摘要

在数量性状的标准模型中,假定基因型在性状的均值上存在差异,但在性状的方差上无差异。在此,我们考虑对数量性状进行定向选择,对于该性状,基因型在变异性方面也存在差异,这既可以看作是涉及单个基因座时残差表型方差的差异,也可以看作是考虑整个基因组时环境变异性的差异。在具有加性效应的单个基因座上,增加等位基因的选择值由ia/σ + 1/2 ixb/σ²给出,其中i是选择强度,x是标准化截断点,σ²是表型方差,a/σ和b/σ²分别是该基因座上基因型在均值和方差方面的标准化差异。假设基因座间在均值和方差上具有加性效应,对表型均值的选择响应为isσ²(Am)/σ + 1/2 ixcov(Amv)/σ²,对方差的选择响应为icov(Amv)/σ + 1/2 ixσ²(Av)/σ², 其中σ²(Am)是基因对均值效应的(通常的)加性遗传方差,σ²(Av)是它们对方差效应的相应加性遗传方差,cov(Amv)是它们效应的加性遗传协方差。方差的变化还必须针对基因频率变化引起的任何变化以及布勒效应进行校正,并给出了相关公式。结果表明,当选择强烈且选择针对个体表型或家系内偏差而非家系平均表现时,对方差的影响可能最大。文中讨论了这种方差变异性的证据及其含义。

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