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在一个具有突变、漂移和定向选择的解耦莫兰模型中,假设突变率较小的情况下的等位基因频率谱。

The allele-frequency spectrum in a decoupled Moran model with mutation, drift, and directional selection, assuming small mutation rates.

作者信息

Vogl Claus, Clemente Florian

机构信息

Institute of Animal Breeding and Genetics, Veterinärmedizinische Universität Wien, Veterinärplatz 1, A-1210 Vienna, Austria.

出版信息

Theor Popul Biol. 2012 May;81(3):197-209. doi: 10.1016/j.tpb.2012.01.001. Epub 2012 Jan 13.

DOI:10.1016/j.tpb.2012.01.001
PMID:22269092
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3315028/
Abstract

We analyze a decoupled Moran model with haploid population size N, a biallelic locus under mutation and drift with scaled forward and backward mutation rates θ(1)=μ(1)N and θ(0)=μ(0)N, and directional selection with scaled strength γ=sN. With small scaled mutation rates θ(0) and θ(1), which is appropriate for single nucleotide polymorphism data in highly recombining regions, we derive a simple approximate equilibrium distribution for polymorphic alleles with a constant of proportionality. We also put forth an even simpler model, where all mutations originate from monomorphic states. Using this model we derive the sojourn times, conditional on the ancestral and fixed allele, and under equilibrium the distributions of fixed and polymorphic alleles and fixation rates. Furthermore, we also derive the distribution of small samples in the diffusion limit and provide convenient recurrence relations for calculating this distribution. This enables us to give formulas analogous to the Ewens-Watterson estimator of θ for biased mutation rates and selection. We apply this theory to a polymorphism dataset of fourfold degenerate sites in Drosophila melanogaster.

摘要

我们分析了一个单倍体种群大小为N的解耦莫兰模型,一个双等位基因位点,在突变和漂变作用下,正向和反向突变率分别为θ(1)=μ(1)N和θ(0)=μ(0)N,以及具有强度γ=sN的定向选择。对于小的突变率θ(0)和θ(1)(这适用于高度重组区域的单核苷酸多态性数据),我们推导出了一个具有比例常数的多态等位基因的简单近似平衡分布。我们还提出了一个更简单的模型,其中所有突变都源自单态状态。使用这个模型,我们推导出了停留时间,条件是祖先等位基因和固定等位基因,并且在平衡状态下推导出了固定和多态等位基因的分布以及固定率。此外,我们还推导出了扩散极限下小样本的分布,并提供了计算该分布的方便递推关系。这使我们能够给出类似于Ewens-Watterson估计器的公式,用于有偏突变率和选择情况下的θ估计。我们将该理论应用于黑腹果蝇四倍简并位点的多态性数据集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/d155a47f9e0b/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/7f6d7801f124/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/ade901314a14/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/3cfb771a100b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/d155a47f9e0b/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/7f6d7801f124/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/ade901314a14/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/3cfb771a100b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbdd/3315028/d155a47f9e0b/gr4.jpg

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