论文标题

多层次进化的缩放定律:如何确定进化内部和整体之间的平衡

A scaling law of multilevel evolution: how the balance between within- and among-collective evolution is determined

论文作者

Takeuchi, Nobuto, Mitarai, Namiko, Kaneko, Kunihiko

论文摘要

层次上组织了许多生物系统,从而将复制组件分组为重现集体 - 例如,细胞器分为细胞,将细胞分组为多细胞生物。在这样的系统中,进化可以在两个层面上运作:集体之间的进化,这些层次倾向于促进集体中组成部分之间的无私合作(称为利他主义),而集体中的演变则倾向于促进集体组成部分之间的作弊。因此,整体进化之间的平衡对这些系统的适应性产生了深远的影响。在这里,我们调查了这种平衡如何取决于集体的大小(用$ n $表示)以及通过多种人群遗传学模型的数学分析和计算机模拟组件的突变率($ m $)。我们首先证实了先前的结果,即增加$ n $ n $或$ m $相对于集体进化的进化加速了进化,从而促进了作弊的演变。此外,我们表明,当彼此之间的进化中和集体进化中的彼此之间完全平衡时,以下缩放关系通常存在:$ nm^α$是一个常数,其中缩放指数$α$取决于多个参数,例如选择的强度以及利他主义是二进制还是二进制或定量性状。这种关系表明,尽管$ n $和$ m $对进化内部和整体进化之间的余额产生了明显的不同影响,但如果$ m $用适当的指数缩放,它们的影响将变得相同。因此,我们的结果为作弊或利他主义在层次结构的复制系统中演变而来的条件提供了一种新的见解。

Numerous living systems are hierarchically organised, whereby replicating components are grouped into reproducing collectives -- e.g., organelles are grouped into cells, and cells are grouped into multicellular organisms. In such systems, evolution can operate at two levels: evolution among collectives, which tends to promote selfless cooperation among components within collectives (called altruism), and evolution within collectives, which tends to promote cheating among components within collectives. The balance between within- and among-collective evolution thus exerts profound impacts on the fitness of these systems. Here, we investigate how this balance depends on the size of a collective (denoted by $N$) and the mutation rate of components ($m$) through mathematical analyses and computer simulations of multiple population genetics models. We first confirm a previous result that increasing $N$ or $m$ accelerates within-collective evolution relative to among-collective evolution, thus promoting the evolution of cheating. Moreover, we show that when within- and among-collective evolution exactly balance each other out, the following scaling relation generally holds: $Nm^α$ is a constant, where scaling exponent $α$ depends on multiple parameters, such as the strength of selection and whether altruism is a binary or quantitative trait. This relation indicates that although $N$ and $m$ have quantitatively distinct impacts on the balance between within- and among-collective evolution, their impacts become identical if $m$ is scaled with a proper exponent. Our results thus provide a novel insight into conditions under which cheating or altruism evolves in hierarchically-organised replicating systems.

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