Polymorphic population expansion velocity in a heterogeneous environment

IF 1.9 4区 数学 Q2 BIOLOGY
L. Roques , N. Boutillon , P. Zamberletti , J. Papaïx
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引用次数: 0

Abstract

How does the spatial heterogeneity of landscapes interact with the adaptive evolution of populations to influence their spreading speed? This question arises in agricultural contexts where a pathogen population spreads in a landscape composed of several types of crops, as well as in epidemiological settings where a virus spreads among individuals with distinct immune profiles. To address it, we introduce an analytical method based on reaction–diffusion models. We focus on spatially periodic environments with two distinct patches, where the dispersing population consists of two specialized morphs, each potentially mutating to the other. We present new formulas for the speed together with criteria for persistence, accounting for both rapidly and slowly varying environments, as well as small and large mutation rates. Altogether, our analytical and numerical results yield a comprehensive understanding of persistence and spreading dynamics. In particular, compared to a situation without mutations or to a single morph spreading in a heterogeneous landscape, the introduction of mutations to a second morph with reverse specialization, while consistently impeding persistence, can significantly increase speed, even if the mutation rate between the two morphs is very small. Additionally, we find that the amplitude of the spatial fragmentation effect is significantly increased in this case. This has implications for agroecology, emphasizing the higher importance of landscape structure in influencing adaptation-driven population dynamics.

异质环境中的多态种群扩展速度。
景观的空间异质性如何与种群的适应性进化相互作用,从而影响其传播速度?在农业环境中,病原体种群会在由多种作物组成的景观中传播;在流行病学环境中,病毒会在具有不同免疫特征的个体中传播。为了解决这个问题,我们引入了一种基于反应扩散模型的分析方法。我们将重点放在具有两个不同斑块的空间周期性环境上,在这种环境中,分散的种群由两种特化形态组成,每种形态都有可能变异为另一种形态。我们提出了新的速度公式和持久性标准,同时考虑到快速和缓慢变化的环境,以及小突变率和大突变率。总之,我们的分析和数值结果让我们对持久性和传播动态有了全面的了解。特别是,与没有突变的情况或单一形态在异质景观中扩散的情况相比,向具有反向特化的第二个形态引入突变虽然会持续阻碍持续性,但却能显著提高扩散速度,即使两个形态之间的突变率非常小。此外,我们还发现,在这种情况下,空间破碎效应的幅度也会显著增加。这对农业生态学具有启示意义,强调了景观结构在影响适应驱动的种群动态中的重要性。
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
CiteScore
4.20
自引率
5.00%
发文量
218
审稿时长
51 days
期刊介绍: The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including: • Brain and Neuroscience • Cancer Growth and Treatment • Cell Biology • Developmental Biology • Ecology • Evolution • Immunology, • Infectious and non-infectious Diseases, • Mathematical, Computational, Biophysical and Statistical Modeling • Microbiology, Molecular Biology, and Biochemistry • Networks and Complex Systems • Physiology • Pharmacodynamics • Animal Behavior and Game Theory Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.
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