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上皮公共物品博弈中的合作成功。

Cooperative success in epithelial public goods games.

机构信息

Department of Mathematics, University College London, Gower Street, London WC1E 6BT, UK.

出版信息

J Theor Biol. 2021 Nov 7;528:110838. doi: 10.1016/j.jtbi.2021.110838. Epub 2021 Jul 22.

Abstract

Cancer cells obtain mutations which rely on the production of diffusible growth factors to confer a fitness benefit. These mutations can be considered cooperative, and studied as public goods games within the framework of evolutionary game theory. The population structure, benefit function and update rule all influence the evolutionary success of cooperators. We model the evolution of cooperation in epithelial cells using the Voronoi tessellation model. Unlike traditional evolutionary graph theory, this allows us to implement global updating, for which birth and death events are spatially decoupled. We compare, for a sigmoid benefit function, the conditions for cooperation to be favoured and/or beneficial for well-mixed and structured populations. We find that when population structure is combined with global updating, cooperation is more successful than if there were local updating or the population were well-mixed. Interestingly, the qualitative behaviour for the well-mixed population and the Voronoi tessellation model is remarkably similar, but the latter case requires significantly lower incentives to ensure cooperation.

摘要

癌细胞获得的突变依赖于扩散生长因子的产生,从而赋予其适应性优势。这些突变可以被视为合作,并且可以在进化博弈论的框架内作为公共物品博弈进行研究。种群结构、收益函数和更新规则都会影响合作者的进化成功。我们使用 Voronoi 镶嵌模型来模拟上皮细胞中的合作进化。与传统的进化图论不同,这允许我们实现全局更新,其中出生和死亡事件在空间上是分离的。我们比较了对于 sigmoid 收益函数,合作在均匀混合和结构化种群中被有利选择和/或受益的条件。我们发现,当种群结构与全局更新相结合时,合作比局部更新或均匀混合种群更成功。有趣的是,均匀混合种群和 Voronoi 镶嵌模型的定性行为非常相似,但在后一种情况下,确保合作所需的激励要低得多。

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