The speed of neutral evolution on graphs.

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Journal of The Royal Society Interface Pub Date : 2024-06-01 Epub Date: 2024-06-05 DOI:10.1098/rsif.2023.0594
Shun Gao, Yuan Liu, Bin Wu
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Abstract

The speed of evolution on structured populations is crucial for biological and social systems. The likelihood of invasion is key for evolutionary stability. But it makes little sense if it takes long. It is far from known what population structure slows down evolution. We investigate the absorption time of a single neutral mutant for all the 112 non-isomorphic undirected graphs of size 6. We find that about three-quarters of the graphs have an absorption time close to that of the complete graph, less than one-third are accelerators, and more than two-thirds are decelerators. Surprisingly, determining whether a graph has a long absorption time is too complicated to be captured by the joint degree distribution. Via the largest sojourn time, we find that echo-chamber-like graphs, which consist of two homogeneous graphs connected by few sparse links, are likely to slow down absorption. These results are robust for large graphs, mutation patterns as well as evolutionary processes. This work serves as a benchmark for timing evolution with complex interactions, and fosters the understanding of polarization in opinion formation.

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图上中性演化的速度
结构化种群的进化速度对生物和社会系统至关重要。入侵的可能性是进化稳定性的关键。但是,如果入侵需要很长时间,那就没有什么意义了。目前还不清楚是什么种群结构减缓了进化速度。我们研究了大小为 6 的所有 112 个非同构无向图中单个中性突变体的吸收时间。我们发现,大约四分之三的图的吸收时间接近完整图的吸收时间,不到三分之一的图是加速图,超过三分之二的图是减速图。令人惊讶的是,判断一个图是否有较长的吸收时间过于复杂,联合度分布无法捕捉。通过最大逗留时间,我们发现回声室状图(由两个同质图组成,通过很少的稀疏链接连接)很可能会减慢吸收速度。这些结果对于大型图、突变模式以及进化过程都是稳健的。这项研究为具有复杂交互作用的定时演化提供了基准,并促进了对舆论形成中极化现象的理解。
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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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