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多性状发育不稳定性中的表型和遗传变异及相关性:应用于眼蝶(Pararge aegeria)翅测量的多变量贝叶斯模型

Phenotypic and genetic variations and correlations in multitrait developmental instability: a multivariate Bayesian model applied to Speckled Wood butterfly (Pararge aegeria) wing measurements.

作者信息

Van Dongen Stefan, Talloen Willem

机构信息

Evolutionary Biology Group, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium.

出版信息

Genet Res. 2007 Jun;89(3):155-63. doi: 10.1017/S0016672307008816.

Abstract

Phenotypic and genetic variation and covariation in developmental instability (DI) have been the subject of many debates. In this paper we develop and apply a statistical model in a Bayesian context to analyse different traits simultaneously in a multivariate model of DI. We apply the model to measurements of yellow spots on the front wing of the Speckled Wood butterfly (Pararge aegeria L.) in a full-sib breeding experiment. We estimated the posterior distribution of the broad-sense heritability of DI averaged across the five yellow spots, which had a median of 0.19 and a 95% credibility interval ranging between 0.04 and 0.64. Phenotypic and genetic correlations in DI could not be estimated accurately with the present sample size. Yellow spots 4 and 5 appeared to show some degree of developmental integration. The importance of this model and its possible extensions are discussed.

摘要

发育不稳定性(DI)中的表型和遗传变异及协变一直是诸多争论的主题。在本文中,我们开发并应用了一种贝叶斯背景下的统计模型,以便在DI的多变量模型中同时分析不同性状。我们将该模型应用于一个全同胞育种实验中对斑点木蝴蝶(Pararge aegeria L.)前翅黄斑的测量。我们估计了五个黄斑上DI的广义遗传力的后验分布,其中位数为0.19,95%可信区间在0.04至0.64之间。以目前的样本量无法准确估计DI中的表型和遗传相关性。黄斑4和黄斑5似乎表现出一定程度的发育整合。本文讨论了该模型的重要性及其可能的扩展。

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