Studying models of balancing selection using phase-type theory.

IF 3.3 3区 生物学 Genetics Pub Date : 2021-06-24 DOI:10.1093/genetics/iyab055
Kai Zeng, Brian Charlesworth, Asger Hobolth
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Abstract

Balancing selection (BLS) is the evolutionary force that maintains high levels of genetic variability in many important genes. To further our understanding of its evolutionary significance, we analyze models with BLS acting on a biallelic locus: an equilibrium model with long-term BLS, a model with long-term BLS and recent changes in population size, and a model of recent BLS. Using phase-type theory, a mathematical tool for analyzing continuous time Markov chains with an absorbing state, we examine how BLS affects polymorphism patterns in linked neutral regions, as summarized by nucleotide diversity, the expected number of segregating sites, the site frequency spectrum, and the level of linkage disequilibrium (LD). Long-term BLS affects polymorphism patterns in a relatively small genomic neighborhood, and such selection targets are easier to detect when the equilibrium frequencies of the selected variants are close to 50%, or when there has been a population size reduction. For a new mutation subject to BLS, its initial increase in frequency in the population causes linked neutral regions to have reduced diversity, an excess of both high and low frequency derived variants, and elevated LD with the selected locus. These patterns are similar to those produced by selective sweeps, but the effects of recent BLS are weaker. Nonetheless, compared to selective sweeps, nonequilibrium polymorphism and LD patterns persist for a much longer period under recent BLS, which may increase the chance of detecting such selection targets. An R package for analyzing these models, among others (e.g., isolation with migration), is available.

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利用相型理论研究平衡选择模型。
平衡选择(BLS)是维持许多重要基因高水平遗传变异的进化力量。为了进一步了解其进化意义,我们分析了BLS作用于双等位基因位点的模型:长期BLS的平衡模型、长期BLS与近期种群规模变化的模型和近期BLS的模型。利用相型理论(一种用于分析具有吸收态的连续时间马尔可夫链的数学工具),我们研究了BLS如何影响连接中性区域的多态性模式,总结了核苷酸多样性、分离位点的预期数量、位点频谱和连锁不平衡(LD)水平。长期的BLS影响相对较小的基因组邻域的多态性模式,当被选择的变异的平衡频率接近50%,或者当种群规模减少时,这样的选择目标更容易被检测到。对于一个受BLS影响的新突变,其在人群中最初频率的增加会导致相关中性区域的多样性降低,高频和低频衍生变异过多,以及所选位点的LD升高。这些模式与选择性扫描产生的相似,但最近的BLS的影响较弱。然而,与选择性扫描相比,在最近的BLS下,非平衡多态性和LD模式持续的时间更长,这可能增加了检测这些选择目标的机会。可以使用一个R包来分析这些模型,以及其他模型(例如,通过迁移进行隔离)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genetics
Genetics 生物-遗传学
CiteScore
6.20
自引率
6.10%
发文量
177
期刊介绍: GENETICS is published by the Genetics Society of America, a scholarly society that seeks to deepen our understanding of the living world by advancing our understanding of genetics. Since 1916, GENETICS has published high-quality, original research presenting novel findings bearing on genetics and genomics. The journal publishes empirical studies of organisms ranging from microbes to humans, as well as theoretical work. While it has an illustrious history, GENETICS has changed along with the communities it serves: it is not your mentor''s journal. The editors make decisions quickly – in around 30 days – without sacrificing the excellence and scholarship for which the journal has long been known. GENETICS is a peer reviewed, peer-edited journal, with an international reach and increasing visibility and impact. All editorial decisions are made through collaboration of at least two editors who are practicing scientists. GENETICS is constantly innovating: expanded types of content include Reviews, Commentary (current issues of interest to geneticists), Perspectives (historical), Primers (to introduce primary literature into the classroom), Toolbox Reviews, plus YeastBook, FlyBook, and WormBook (coming spring 2016). For particularly time-sensitive results, we publish Communications. As part of our mission to serve our communities, we''ve published thematic collections, including Genomic Selection, Multiparental Populations, Mouse Collaborative Cross, and the Genetics of Sex.
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