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Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions
Microbes often exist in spatially structured environments and many of their interactions are mediated through diffusible metabolites. How does such a context affect microbial coexistence? To address this question, we use a model in which the spatial distributions of species and diffusible interactio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10348751/ https://www.ncbi.nlm.nih.gov/pubmed/37350317 http://dx.doi.org/10.7554/eLife.82504 |
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author | Lobanov, Alexander Dyckman, Samantha Kurkjian, Helen Momeni, Babak |
author_facet | Lobanov, Alexander Dyckman, Samantha Kurkjian, Helen Momeni, Babak |
author_sort | Lobanov, Alexander |
collection | PubMed |
description | Microbes often exist in spatially structured environments and many of their interactions are mediated through diffusible metabolites. How does such a context affect microbial coexistence? To address this question, we use a model in which the spatial distributions of species and diffusible interaction mediators are explicitly included. We simulate the enrichment process, examining how microbial species spatially reorganize and how eventually a subset of them coexist. In our model, we find that slower motility of cells promotes coexistence by allowing species to co-localize with their facilitators and avoid their inhibitors. We additionally find that a spatially structured environment is more influential when species mostly facilitate each other, rather than when they are mostly competing. More coexistence is observed when species produce many mediators and consume some (not many or few) mediators, and when overall consumption and production rates are balanced. Interestingly, coexistence appears to be disfavored when mediators are diffusing slowly because that leads to weaker interaction strengths. Overall, our results offer new insights into how production, consumption, motility, and diffusion intersect to determine microbial coexistence in a spatially structured environment. |
format | Online Article Text |
id | pubmed-10348751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-103487512023-07-15 Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions Lobanov, Alexander Dyckman, Samantha Kurkjian, Helen Momeni, Babak eLife Computational and Systems Biology Microbes often exist in spatially structured environments and many of their interactions are mediated through diffusible metabolites. How does such a context affect microbial coexistence? To address this question, we use a model in which the spatial distributions of species and diffusible interaction mediators are explicitly included. We simulate the enrichment process, examining how microbial species spatially reorganize and how eventually a subset of them coexist. In our model, we find that slower motility of cells promotes coexistence by allowing species to co-localize with their facilitators and avoid their inhibitors. We additionally find that a spatially structured environment is more influential when species mostly facilitate each other, rather than when they are mostly competing. More coexistence is observed when species produce many mediators and consume some (not many or few) mediators, and when overall consumption and production rates are balanced. Interestingly, coexistence appears to be disfavored when mediators are diffusing slowly because that leads to weaker interaction strengths. Overall, our results offer new insights into how production, consumption, motility, and diffusion intersect to determine microbial coexistence in a spatially structured environment. eLife Sciences Publications, Ltd 2023-06-23 /pmc/articles/PMC10348751/ /pubmed/37350317 http://dx.doi.org/10.7554/eLife.82504 Text en © 2023, Lobanov, Dyckman et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Computational and Systems Biology Lobanov, Alexander Dyckman, Samantha Kurkjian, Helen Momeni, Babak Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title | Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title_full | Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title_fullStr | Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title_full_unstemmed | Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title_short | Spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
title_sort | spatial structure favors microbial coexistence except when slower mediator diffusion weakens interactions |
topic | Computational and Systems Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10348751/ https://www.ncbi.nlm.nih.gov/pubmed/37350317 http://dx.doi.org/10.7554/eLife.82504 |
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