Available energy fluxes drive a transition in the diversity, stability, and functional structure of microbial communities
- Category
- General Reference
- author-supplied keywords
- keywords
- microbiome
- random matrix theory
- niche theory
- metabolism
- authors
- Robert Marsland III
- Wenping Cui
- Joshua Goldford
- Kirill Korolev
- Alvaro Sanchez
- Pankaj Mehta
- title
- Available energy fluxes drive a transition in the diversity, stability, and functional structure of microbial communities
- type
- article
- year
- 2019
- source
- PLoS Computational Biology
Abstract
A fundamental goal of microbial ecology is to understand what determines the diversity, stability, and structure of microbial ecosystems. The microbial context poses special conceptual challenges because of the strong mutual influences between the microbes and their chemical environment through the consumption and production of metabolites. By analyzing a generalized consumer resource model that explicitly includes cross-feeding, stochastic colonization, and thermodynamics, we show that complex microbial communities generically exhibit a transition as a function of available energy fluxes from a "resource-limited" regime where community structure and stability is shaped by energetic and metabolic considerations to a diverse regime where the dominant force shaping microbial communities is the overlap between species' consumption preferences. These two regimes have distinct species abundance patterns, different functional profiles, and respond differently to environmental perturbations. Our model reproduces large-scale ecological patterns observed across multiple experimental settings such as nestedness and differential beta diversity patterns along energy gradients. We discuss the experimental implications of our results and possible connections with disorder-induced phase transitions in statistical physics.
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- Page views
- 1
Identifiers
- arxiv: 1805.12516
- websites: https://arxiv.org/abs/1805.12516
