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首页> 外文期刊>SIAM Journal on Applied Mathematics >MUTATION-SELECTION BALANCE WITH RECOMBINATION: CONVERGENCE TO EQUILIBRIUM FOR POLYNOMIAL SELECTION COSTS
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MUTATION-SELECTION BALANCE WITH RECOMBINATION: CONVERGENCE TO EQUILIBRIUM FOR POLYNOMIAL SELECTION COSTS

机译:重组的变异选择平衡:多项式选择成本的均衡收敛

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摘要

We study a continuous-time dynamical system that models the evolving distribution of genotypes in an infinite population where genomes may have infinitely many or even a continuum of loci, mutations accumulate along lineages without back-mutation, added mutations reduce fitness, and recombination occurs on a faster time scale than mutation and selection. Some features of the model, such as existence and uniqueness of solutions and convergence to the dynamical system of an approximating sequence of discrete-time models, were presented in earlier work by Evans, Steinsaltz, and Wachter [A Mutation-Selection Model for General Genotypes with Recombination, 2006, preprint available online at http://arxiv.org/abs/q-bio/0609046] for quite general selective costs. Here we study a special case where the selective cost of a genotype with a given accumulation of ancestral mutations from a wild type ancestor is a sum of costs attributable to each individual mutation plus successive interaction contributions from each k-tuple of mutations for k up to some finite “degree.” Using ideas from complex chemical reaction networks and a novel Lyapunov function, we establish that the phenomenon of mutation-selection balance occurs for such selection costs under mild conditions. That is, we show that the dynamical system has a unique equilibrium and that it converges to this equilibrium from all initial conditions.
机译:我们研究了一个连续时间的动力学系统,该系统模拟了无限种群中基因型的不断变化的分布,其中基因组可能具有无限多个甚至连续的基因座,突变沿谱系积累而没有反向突变,添加的突变降低了适应性,并且重组发生在比突变和选择更快的时间尺度。该模型的某些功能,例如解决方案的存在和唯一性以及与离散时间模型的近似序列的动力学系统的收敛,在Evans,Steinsaltz和Wachter的早期工作中有所介绍。 (《重组》(Recombination),2006年,在线预印本,网址为http://arxiv.org/abs/q-bio/0609046),用于一般性的选择性费用。在这里,我们研究一种特殊情况,其中来自野生型祖先的具有给定祖先突变积累的基因型的选择性成本是每个个体突变的成本加上每个突变的k个元组的连续相互作用贡献的总和,直至k一些有限的“度”。使用来自复杂化学反应网络的思想和新颖的Lyapunov函数,我们确定在温和条件下,这种选择成本会发生突变选择平衡现象。也就是说,我们表明动力学系统具有唯一的平衡,并且从所有初始条件都收敛到该平衡。

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