Billiard Sylvain, Smadi Charline
Am Nat. 2020 Mar;195(3):463-484. doi: 10.1086/707017. Epub 2020 Jan 16.
In large clonal populations, several clones generally compete, resulting in complex evolutionary and ecological dynamics: experiments show successive selective sweeps of favorable mutations as well as long-term coexistence of multiple clonal strains. The mechanisms underlying either coexistence or fixation of several competing strains have rarely been studied altogether. Conditions for coexistence have mostly been studied by population and community ecology, while rates of invasion and fixation have mostly been studied by population genetics. To provide a global understanding of the complexity of the dynamics observed in large clonal populations, we develop a stochastic model where three clones compete. Competitive interactions can be intransitive, and we suppose that strains enter the population via mutations or rare immigrations. We first describe all possible final states of the population, including stable coexistence of two or three strains or the fixation of a single strain. Second, we estimate the invasion and fixation times of a favorable mutant (or immigrant) entering the population in a single copy. We show that invasion and fixation can be slower or faster when considering complex competitive interactions. Third, we explore the parameter space assuming prior distributions of reproduction, death, and competition rates, and we estimate the likelihood of the possible dynamics. We show that when mutations can affect competitive interactions even slightly, stable coexistence is likely. We discuss our results in the context of the evolutionary dynamics of large clonal populations.
在大型克隆群体中,通常有几个克隆会相互竞争,从而产生复杂的进化和生态动态:实验表明,有利突变会相继发生选择性清除,同时多个克隆菌株会长期共存。几种竞争菌株共存或固定的潜在机制很少被一起研究。共存条件大多由种群和群落生态学进行研究,而入侵和固定速率大多由种群遗传学进行研究。为了全面理解在大型克隆群体中观察到的动态复杂性,我们开发了一个三个克隆相互竞争的随机模型。竞争相互作用可能是非传递性的,并且我们假设菌株通过突变或罕见的迁入进入群体。我们首先描述群体所有可能的最终状态,包括两个或三个菌株的稳定共存或单个菌株的固定。其次,我们估计以单拷贝形式进入群体的有利突变体(或迁入者)的入侵和固定时间。我们表明,考虑复杂的竞争相互作用时,入侵和固定可能会更慢或更快。第三,我们在假设繁殖、死亡和竞争速率的先验分布的情况下探索参数空间,并估计可能动态的可能性。我们表明,当突变即使对竞争相互作用有轻微影响时,稳定共存就很可能发生。我们在大型克隆群体的进化动态背景下讨论我们的结果。