中文

Effective population sizes for asymmetrically regulated birth-death processes

种群与进化 2026-07-01 v1 定量方法

摘要

In multispecies birth-death processes, how population regulation -- through suppressed replication, elevated mortality, or both -- affects macroscopic stochastic dynamics has escaped detailed analysis. Here, we show that the distribution of regulation mechanisms can be invisible in deterministic or mean-field dynamics but play a significant role in the diffusive evolution of population frequencies. By introducing a tunable regulation partitioning parameter αi\alpha_i and projecting a dd-species birth-death process onto a (d1)(d{-}1)-dimensional Moran process, we find a regulation-mechanism-dependent diffusion tensor. For the simple two-species case, we derive exact fixation times and probabilities to show how different regulation mechanisms stochastically favors a more birth-regulated species, even under complete deterministic neutrality. Our model also allows us to define an α\alpha-dependent effective population size Ne(α)N_{\rm e}(\alpha) among neutral species, generalizing its classical interpretation. For near-neutral populations or populations that are heterogeneous in their regulation mechanism, we used perturbation theory to calculate the spectral gap, identifying it with a diversity loss timescale which can also be interpreted as setting an effective population size. Our results are particularly applicable to interacting subpopulations of T cells ("clones") which are near-neutral, are regulated through proliferation and apoptosis, and lose diversity with time.

引用

@article{arxiv.2607.00628,
  title  = {Effective population sizes for asymmetrically regulated birth-death processes},
  author = {Yunbei Pan and Tom Chou},
  journal= {arXiv preprint arXiv:2607.00628},
  year   = {2026}
}

备注

11 pages, 2 figures