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首页> 外文期刊>Genetics: A Periodical Record of Investigations Bearing on Heredity and Variation >A Multivariate Analysis of Genetic Constraints to Life History Evolution in a Wild Population of Red Deer
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A Multivariate Analysis of Genetic Constraints to Life History Evolution in a Wild Population of Red Deer

机译:马鹿野生种群对生活史进化的遗传限制因素多变量分析

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Evolutionary theory predicts that genetic constraints should be widespread, but empirical support for their existence is surprisingly rare. Commonly applied univariate and bivariate approaches to detecting genetic constraints can underestimate their prevalence, with important aspects potentially tractable only within a multivariate framework. However, multivariate genetic analyses of data from natural populations are challenging because of modest sample sizes, incomplete pedigrees, and missing data. Here we present results from a study of a comprehensive set of life history traits (juvenile survival, age at first breeding, annual fecundity, and longevity) for both males and females in a wild, pedigreed, population of red deer (Cervus elaphus). We use factor analytic modeling of the genetic variance-covariance matrix (G) to reduce the dimensionality of the problem and take a multivariate approach to estimating genetic constraints. We consider a range of metrics designed to assess the effect of G on the deflection of a predicted response to selection away from the direction of fastest adaptation and on the evolvability of the traits. We found limited support for genetic constraint through genetic covariances between traits, both within sex and between sexes. We discuss these results with respect to other recent findings and to the problems of estimating these parameters for natural populations.
机译:进化论预言遗传约束应该广泛存在,但是对其存在的经验支持却非常罕见。普遍使用的单变量和双变量方法来检测遗传限制可能会低估其发生率,而重要的方面则可能仅在多变量框架内易于处理。然而,由于样本量适中,谱系不完整以及数据缺失,对自然种群数据进行多元遗传分析具有挑战性。在这里,我们提出了一组关于野生鹿的纯种生活史特征(少年生存期,初次繁殖的年龄,年繁殖力和寿命)的综合研究结果。我们使用遗传方差-协方差矩阵(G)的因子分析模型来减少问题的维数,并采用多元方法来估计遗传约束。我们考虑了一系列指标,这些指标旨在评估G在偏离最快适应方向的方向上对选择的预期反应的偏向以及对性状的可进化性的影响。我们发现通过性别内部和性别之间的性状之间的遗传协方差对遗传约束的支持有限。我们讨论这些结果与其他最近的发现和自然人口估计这些参数的问题有关。

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