Wu Jim, Schwab David J, GrandPre Trevor
Department of Physics, Princeton University, Princeton, NJ 08544, USA.
Center for the Physics of Biological Function, Princeton University, Princeton, NJ 08544, USA.
ArXiv. 2023 Oct 16:arXiv:2310.08735v2.
In complex ecosystems such as microbial communities, there is constant ecological and evolutionary feedback between the residing species and the environment occurring on concurrent timescales. Species respond and adapt to their surroundings by modifying their phenotypic traits, which in turn alters their environment and the resources available. To study this interplay between ecological and evolutionary mechanisms, we develop a consumer-resource model that incorporates phenotypic mutations. In the absence of noise, we find that phase transitions require finely-tuned interaction kernels. Additionally, we quantify the effects of noise on frequency dependent selection by defining a time-integrated mutation current, which accounts for the rate at which mutations and speciation occurs. We find three distinct phases: homogeneous, patterned, and patterned traveling waves. The last phase represents one way in which co-evolution of species can happen in a fluctuating environment. Our results highlight the principal roles that noise and non-reciprocal interactions between resources and consumers play in phase transitions within eco-evolutionary systems.
在诸如微生物群落这样的复杂生态系统中,共存的物种与环境之间在同时发生的时间尺度上持续存在着生态和进化反馈。物种通过改变其表型特征来响应并适应周围环境,而这反过来又会改变它们的环境和可用资源。为了研究生态和进化机制之间的这种相互作用,我们开发了一个包含表型突变的消费者 - 资源模型。在没有噪声的情况下,我们发现相变需要精细调整的相互作用核。此外,我们通过定义一个时间积分突变电流来量化噪声对频率依赖选择的影响,该电流考虑了突变和物种形成发生的速率。我们发现了三个不同的阶段:均匀态、模式态和模式行波态。最后一个阶段代表了物种在波动环境中共同进化可能发生的一种方式。我们的结果突出了噪声以及资源与消费者之间的非互惠相互作用在生态 - 进化系统内相变中所起的主要作用。