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微生物群落的全球动态源于局部相互作用规则。

Global dynamics of microbial communities emerge from local interaction rules.

机构信息

Department of Zoology; University of British Columbia, Vancouver, British Columbia, Canada.

Biozentrum, University of Basel, Basel, Switzerland.

出版信息

PLoS Comput Biol. 2022 Mar 4;18(3):e1009877. doi: 10.1371/journal.pcbi.1009877. eCollection 2022 Mar.

Abstract

Most microbes live in spatially structured communities (e.g., biofilms) in which they interact with their neighbors through the local exchange of diffusible molecules. To understand the functioning of these communities, it is essential to uncover how these local interactions shape community-level properties, such as the community composition, spatial arrangement, and growth rate. Here, we present a mathematical framework to derive community-level properties from the molecular mechanisms underlying the cell-cell interactions for systems consisting of two cell types. Our framework consists of two parts: a biophysical model to derive the local interaction rules (i.e. interaction range and strength) from the molecular parameters underlying the cell-cell interactions and a graph based model to derive the equilibrium properties of the community (i.e. composition, spatial arrangement, and growth rate) from these local interaction rules. Our framework shows that key molecular parameters underlying the cell-cell interactions (e.g., the uptake and leakage rates of molecules) determine community-level properties. We apply our model to mutualistic cross-feeding communities and show that spatial structure can be detrimental for these communities. Moreover, our model can qualitatively recapitulate the properties of an experimental microbial community. Our framework can be extended to a variety of systems of two interacting cell types, within and beyond the microbial world, and contributes to our understanding of how community-level properties emerge from microscopic interactions between cells.

摘要

大多数微生物生活在空间结构的群落(例如生物膜)中,它们通过可扩散分子的局部交换与邻居相互作用。为了了解这些群落的功能,必须揭示这些局部相互作用如何塑造群落水平的特性,如群落组成、空间排列和增长率。在这里,我们提出了一个数学框架,从由两种细胞类型组成的系统中细胞间相互作用的分子机制中推导出群落水平的特性。我们的框架由两部分组成:一个生物物理模型,用于从细胞间相互作用的分子参数中推导出局部相互作用规则(即相互作用范围和强度);以及一个基于图的模型,用于从这些局部相互作用规则中推导出群落的平衡特性(即组成、空间排列和增长率)。我们的框架表明,细胞间相互作用的关键分子参数(例如分子的摄取和泄漏率)决定了群落水平的特性。我们将我们的模型应用于互利的交叉喂养群落,并表明空间结构对这些群落可能是有害的。此外,我们的模型可以定性地概括实验微生物群落的特性。我们的框架可以扩展到各种由两种相互作用的细胞类型组成的系统,包括微生物世界内外,并有助于我们理解群落水平的特性如何从细胞之间的微观相互作用中产生。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b78c/8926250/e09c2ee3c566/pcbi.1009877.g001.jpg

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