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体型遗传变异的个体发育模式:在一个野生有蹄类动物种群中使用随机回归模型

Ontogenetic patterns in heritable variation for body size: using random regression models in a wild ungulate population.

作者信息

Wilson Alastair J, Kruuk Loeske E B, Coltman David W

机构信息

Institute of Evolutionary Biology, University of Edinburgh, West Mains Road, Edinburgh EH9 3JT, United Kingdom.

出版信息

Am Nat. 2005 Dec;166(6):E177-92. doi: 10.1086/497441. Epub 2005 Oct 4.

DOI:10.1086/497441
PMID:16475080
Abstract

Body size is an important determinant of fitness in many organisms. While size will typically change over the lifetime of an individual, heritable components of phenotypic variance may also show ontogenetic variation. We estimated genetic (additive and maternal) and environmental covariance structures for a size trait (June weight) measured over the first 5 years of life in a natural population of bighorn sheep Ovis canadensis. We also assessed the utility of random regression models for estimating these structures. Additive genetic variance was found for June weight, with heritability increasing over ontogeny because of declining environmental variance. This pattern, mirrored at the phenotypic level, likely reflects viability selection acting on early size traits. Maternal genetic effects were significant at ages 0 and 1, having important evolutionary implications for early weight, but declined with age being negligible by age 2. Strong positive genetic correlations between age-specific traits suggest that selection on June weight at any age will likely induce positively correlated responses across ontogeny. Random regression modeling yielded similar results to traditional methods. However, by facilitating more efficient data use where phenotypic sampling is incomplete, random regression should allow better estimation of genetic (co)variances for size and growth traits in natural populations.

摘要

体型大小是许多生物适合度的一个重要决定因素。虽然个体一生中体型通常会发生变化,但表型方差的可遗传成分也可能呈现个体发育变异。我们估计了加拿大盘羊自然种群中在生命的前5年测量的一个体型性状(6月体重)的遗传(加性和母体)及环境协方差结构。我们还评估了随机回归模型在估计这些结构方面的效用。发现6月体重存在加性遗传方差,由于环境方差下降,遗传力在个体发育过程中增加。这种在表型水平上反映出来的模式,可能反映了作用于早期体型性状的生存选择。母体遗传效应在0岁和1岁时显著,对早期体重有重要的进化意义,但随着年龄增长而下降,到2岁时可忽略不计。特定年龄性状之间强烈的正遗传相关性表明,在任何年龄对6月体重的选择都可能在个体发育过程中引发正相关反应。随机回归建模产生了与传统方法相似的结果。然而,通过在表型抽样不完整的情况下促进更有效的数据利用,随机回归应该能够更好地估计自然种群中体型和生长性状的遗传(协)方差。

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