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欧洲花楸(Sorbus torminalis (L.) Crantz)中的花粉传播。IV. 与扩散核共同估计的雄性繁殖力的个体间整体方差。

Pollen flow in the wildservice tree, Sorbus torminalis (L.) Crantz. IV. Whole interindividual variance of male fecundity estimated jointly with the dispersal kernel.

作者信息

Klein E K, Desassis N, Oddou-Muratorio S

机构信息

INRA, UR 546, Biostatistique et Processus Spatiaux, Domaine Saint Paul, Site Agroparc, F-84914 Avignon Cedex 9, France.

出版信息

Mol Ecol. 2008 Jul;17(14):3323-36. doi: 10.1111/j.1365-294X.2008.03809.x. Epub 2008 Jun 28.

Abstract

Interindividual variance of male reproductive success (MRS) contributes to genetic drift, which in turn interacts with selection and migration to determine the short-term response of populations to rapid changes in their environment. Individual relative MRS can be estimated through paternity analysis and can be further dissected into fecundity and spatial components. Existing methods to achieve this decomposition either rely on the strong assumption of a random distribution of pollen donors (TwoGener) or estimate only the part of the variance of male fecundity that is explained by few covariates. We developed here a method to estimate jointly the whole variance of male fecundity and the pollen dispersal curve from the genotypic information of sampled seeds and their putative fathers and geographical information of all individuals in the study area. We modelled the relative individual fecundities as a log-normally distributed random effect. We used a Bayesian approach, well suited to the hierarchical nature of the model, to estimate these fecundities. When applied to Sorbus torminalis, the estimated variance of male fecundity corresponded to an effective density of trees 13 times lower than the observed density (d(obs)/d(ep ) approximately 13). This value is between the value (approximately 2) estimated with a classical mating model including three covariates (neighbourhood density, diameter, flowering intensity) that affect fecundity and the value (approximately 30) estimated with TwoGener. The estimated dispersal kernel was close to previous results. This approach allows fine monitoring of ongoing genetic drift in natural populations, and quantitative dissection of the processes contributing to drift, including human actions.

摘要

雄性繁殖成功率(MRS)的个体间差异会导致基因漂移,而基因漂移又与选择和迁移相互作用,以决定种群对其环境快速变化的短期反应。个体相对MRS可通过父权分析来估计,并可进一步细分为繁殖力和空间成分。实现这种分解的现有方法要么依赖于花粉供体随机分布的强假设(TwoGener),要么仅估计由少数协变量解释的雄性繁殖力方差部分。我们在此开发了一种方法,可根据采样种子及其推定父亲的基因型信息以及研究区域内所有个体的地理信息,联合估计雄性繁殖力的整体方差和花粉传播曲线。我们将个体相对繁殖力建模为对数正态分布的随机效应。我们使用了一种非常适合该模型层次性质的贝叶斯方法来估计这些繁殖力。当应用于欧洲花楸时,估计的雄性繁殖力方差对应的树木有效密度比观测密度低13倍(d(obs)/d(ep)约为13)。该值介于用包含影响繁殖力的三个协变量(邻域密度、直径、开花强度)的经典交配模型估计的值(约为2)和用TwoGener估计的值(约为30)之间。估计的扩散核与先前的结果相近。这种方法允许对自然种群中正在进行的基因漂移进行精细监测,并对导致漂移的过程进行定量剖析,包括人类活动。

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