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利用多位点基因型数据从重建的系谱中估计自交率。

Estimating selfing rates from reconstructed pedigrees using multilocus genotype data.

机构信息

Institute of Zoology, Zoological Society of London, Regent's Park, London NW1 4RY, UK.

出版信息

Mol Ecol. 2012 Jan;21(1):100-16. doi: 10.1111/j.1365-294X.2011.05373.x. Epub 2011 Nov 22.

Abstract

Several methods have been developed to estimate the selfing rate of a population from a sample of individuals genotyped for several marker loci. These methods can be based on homozygosity excess (or inbreeding), identity disequilibrium, progeny array (PA) segregation or population assignment incorporating partial selfing. Progeny array-based method is generally the best because it is not subject to some assumptions made by other methods (such as lack of misgenotyping, absence of biparental inbreeding and presence of inbreeding equilibrium), and it can reveal other facets of a mixed-mating system such as patterns of shared paternity. However, in practice, it is often difficult to obtain PAs, especially for animal species. In this study, we propose a method to reconstruct the pedigree of a sample of individuals taken from a monoecious diploid population practicing mixed mating, using multilocus genotypic data. Selfing and outcrossing events are then detected when an individual derives from identical parents and from two distinct parents, respectively. Selfing rate is estimated by the proportion of selfed offspring in the reconstructed pedigree of a sample of individuals. The method enjoys many advantages of the PA method, but without the need of a priori family structure, although such information, if available, can be utilized to improve the inference. Furthermore, the new method accommodates genotyping errors, estimates allele frequencies jointly and is robust to the presence of biparental inbreeding and inbreeding disequilibrium. Both simulated and empirical data were analysed by the new and previous methods to compare their statistical properties and accuracies.

摘要

已经开发了几种方法来从多个标记基因座的个体样本中估计群体的自交率。这些方法可以基于纯合子过剩(或近亲繁殖)、同一位点非平衡、后代数组(PA)分离或包含部分自交的种群分配。基于后代数组的方法通常是最好的,因为它不受其他方法(如缺乏误配型、不存在双亲近亲繁殖和近亲繁殖平衡)的一些假设的限制,并且它可以揭示混合交配系统的其他方面,如共享父权模式。然而,在实践中,通常很难获得 PA,特别是对于动物物种。在这项研究中,我们提出了一种使用多基因座基因型数据重建来自实行混合交配的雌雄同体二倍体群体的个体样本的系谱的方法。当个体分别来自相同的父母和两个不同的父母时,检测自交和异交事件。自交率通过个体在个体样本的重建系谱中自交后代的比例来估计。该方法具有 PA 方法的许多优点,但不需要先验的家族结构,尽管如果有此类信息,则可以利用该信息来提高推断的准确性。此外,新方法还可以容纳基因分型错误,联合估计等位基因频率,并且对双亲近亲繁殖和近亲繁殖不平衡具有稳健性。使用新方法和以前的方法对模拟和真实数据进行了分析,以比较它们的统计性质和准确性。

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