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Allele Age Under Non-Classical Assumptions is Clarified by an Exact Computational Markov Chain Approach

机译:通过精确的计算马尔可夫链方法阐明了非经典假设下的等位基因年龄

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摘要

Determination of the age of an allele based on its population frequency is a well-studied problem in population genetics, for which a variety of approximations have been proposed. We present a new result that, surprisingly, allows the expectation and variance of allele age to be computed exactly (within machine precision) for any finite absorbing Markov chain model in a matter of seconds. This approach makes none of the classical assumptions (e.g., weak selection, reversibility, infinite sites), exploits modern sparse linear algebra techniques, integrates over all sample paths, and is rapidly computable for Wright-Fisher populations up to N e = 100,000. With this approach, we study the joint effect of recurrent mutation, dominance, and selection, and demonstrate new examples of “selective strolls” where the classical symmetry of allele age with respect to selection is violated by weakly selected alleles that are older than neutral alleles at the same frequency. We also show evidence for a strong age imbalance, where rare deleterious alleles are expected to be substantially older than advantageous alleles observed at the same frequency when population-scaled mutation rates are large. These results highlight the under-appreciated utility of computational methods for the direct analysis of Markov chain models in population genetics.
机译:基于群体频率确定等位基因的年龄是群体遗传学中一个经过充分研究的问题,对此已提出了多种近似方法。我们提出了一个新的结果,令人惊讶的是,它使得对任何有限吸收马尔可夫链模型的等位基因年龄的期望和方差都能在几秒钟内精确计算出来(在机器精度内)。这种方法没有任何经典假设(例如,弱选择,可逆性,无限位点),没有利用现代的稀疏线性代数技术,可以在所有样本路径上进行积分,并且可以快速计算N e N = 100,000以下的Wright-Fisher种群。通过这种方法,我们研究了重复突变,优势和选择的联合效应,并展示了“选择性漫步”的新实例,其中,比中性等位基因更早的弱选择等位基因违反了等位基因年龄相对于选择的经典对称性。以相同的频率。我们还显示了强烈的年龄失衡的证据,当人口规模突变率较大时,稀有有害等位基因预计比相同频率下观察到的有利等位基因显着老。这些结果凸显了计算方法在人口遗传学中直接分析马尔可夫链模型的实用性不足。

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