A stochastic adaptive dynamics model for bacterial populations with mutation, dormancy and transfer

Pub Date : 2021-05-19 DOI:10.30757/alea.v20-12
J. Blath, T. Paul, Andr'as T'obi'as
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引用次数: 5

Abstract

This paper introduces a stochastic adaptive dynamics model for the interplay of several crucial traits and mechanisms in bacterial evolution, namely dormancy, horizontal gene transfer (HGT), mutation and competition. In particular, it combines the recent model of Champagnat, M\'el\'eard and Tran (2021) involving HGT with the model for competition-induced dormancy of Blath and T\'obi\'as (2020). Our main result is a convergence theorem which describes the evolution of the different traits in the population on a `doubly logarithmic scale' as piece-wise affine functions. Interestingly, even for a relatively small trait space, the limiting process exhibits a non-monotone dependence of the success of the dormancy trait on the dormancy initiation probability. Further, the model establishes a new `approximate coexistence regime' for multiple traits that has not been observed in previous literature.
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具有突变、休眠和转移的细菌群体的随机自适应动力学模型
本文介绍了一个随机自适应动力学模型,用于研究细菌进化中几个关键性状和机制的相互作用,即休眠、水平基因转移、突变和竞争。特别是,它将Champagnat、M’el’eard和Tran(2021)涉及HGT的最新模型与Blath和T’obi’as(2020)的竞争诱导休眠模型相结合。我们的主要结果是一个收敛定理,它将种群中不同特征在“双对数尺度”上的演化描述为分段仿射函数。有趣的是,即使对于相对较小的性状空间,限制过程也表现出休眠性状成功与休眠启动概率的非单调依赖性。此外,该模型为以前的文献中没有观察到的多种性状建立了一个新的“近似共存机制”。
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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