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Constrained proteome allocation affects coexistence in models of competitive microbial communities
Microbial communities are ubiquitous and play crucial roles in many natural processes. Despite their importance for the environment, industry and human health, there are still many aspects of microbial community dynamics that we do not understand quantitatively. Recent experiments have shown that th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8115080/ https://www.ncbi.nlm.nih.gov/pubmed/33432139 http://dx.doi.org/10.1038/s41396-020-00863-0 |
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author | Pacciani-Mori, Leonardo Suweis, Samir Maritan, Amos Giometto, Andrea |
author_facet | Pacciani-Mori, Leonardo Suweis, Samir Maritan, Amos Giometto, Andrea |
author_sort | Pacciani-Mori, Leonardo |
collection | PubMed |
description | Microbial communities are ubiquitous and play crucial roles in many natural processes. Despite their importance for the environment, industry and human health, there are still many aspects of microbial community dynamics that we do not understand quantitatively. Recent experiments have shown that the structure and composition of microbial communities are intertwined with the metabolism of the species that inhabit them, suggesting that properties at the intracellular level such as the allocation of cellular proteomic resources must be taken into account when describing microbial communities with a population dynamics approach. In this work, we reconsider one of the theoretical frameworks most commonly used to model population dynamics in competitive ecosystems, MacArthur’s consumer-resource model, in light of experimental evidence showing how proteome allocation affects microbial growth. This new framework allows us to describe community dynamics at an intermediate level of complexity between classical consumer-resource models and biochemical models of microbial metabolism, accounting for temporally-varying proteome allocation subject to constraints on growth and protein synthesis in the presence of multiple resources, while preserving analytical insight into the dynamics of the system. We first show with a simple experiment that proteome allocation needs to be accounted for to properly understand the dynamics of even the simplest microbial community, i.e. two bacterial strains competing for one common resource. Then, we study our consumer-proteome-resource model analytically and numerically to determine the conditions that allow multiple species to coexist in systems with arbitrary numbers of species and resources. |
format | Online Article Text |
id | pubmed-8115080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81150802021-05-12 Constrained proteome allocation affects coexistence in models of competitive microbial communities Pacciani-Mori, Leonardo Suweis, Samir Maritan, Amos Giometto, Andrea ISME J Article Microbial communities are ubiquitous and play crucial roles in many natural processes. Despite their importance for the environment, industry and human health, there are still many aspects of microbial community dynamics that we do not understand quantitatively. Recent experiments have shown that the structure and composition of microbial communities are intertwined with the metabolism of the species that inhabit them, suggesting that properties at the intracellular level such as the allocation of cellular proteomic resources must be taken into account when describing microbial communities with a population dynamics approach. In this work, we reconsider one of the theoretical frameworks most commonly used to model population dynamics in competitive ecosystems, MacArthur’s consumer-resource model, in light of experimental evidence showing how proteome allocation affects microbial growth. This new framework allows us to describe community dynamics at an intermediate level of complexity between classical consumer-resource models and biochemical models of microbial metabolism, accounting for temporally-varying proteome allocation subject to constraints on growth and protein synthesis in the presence of multiple resources, while preserving analytical insight into the dynamics of the system. We first show with a simple experiment that proteome allocation needs to be accounted for to properly understand the dynamics of even the simplest microbial community, i.e. two bacterial strains competing for one common resource. Then, we study our consumer-proteome-resource model analytically and numerically to determine the conditions that allow multiple species to coexist in systems with arbitrary numbers of species and resources. Nature Publishing Group UK 2021-01-11 2021-05 /pmc/articles/PMC8115080/ /pubmed/33432139 http://dx.doi.org/10.1038/s41396-020-00863-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Pacciani-Mori, Leonardo Suweis, Samir Maritan, Amos Giometto, Andrea Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title | Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title_full | Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title_fullStr | Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title_full_unstemmed | Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title_short | Constrained proteome allocation affects coexistence in models of competitive microbial communities |
title_sort | constrained proteome allocation affects coexistence in models of competitive microbial communities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8115080/ https://www.ncbi.nlm.nih.gov/pubmed/33432139 http://dx.doi.org/10.1038/s41396-020-00863-0 |
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