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Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment
Spatial self-organization is a hallmark of surface-associated microbial communities that is governed by local environmental conditions and further modified by interspecific interactions. Here, we hypothesize that spatial patterns of microbial cell-types can stabilize the composition of cross-feeding...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038690/ https://www.ncbi.nlm.nih.gov/pubmed/35079136 http://dx.doi.org/10.1038/s41396-022-01189-9 |
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author | Ciccarese, Davide Micali, Gabriele Borer, Benedict Ruan, Chujin Or, Dani Johnson, David R. |
author_facet | Ciccarese, Davide Micali, Gabriele Borer, Benedict Ruan, Chujin Or, Dani Johnson, David R. |
author_sort | Ciccarese, Davide |
collection | PubMed |
description | Spatial self-organization is a hallmark of surface-associated microbial communities that is governed by local environmental conditions and further modified by interspecific interactions. Here, we hypothesize that spatial patterns of microbial cell-types can stabilize the composition of cross-feeding microbial communities under fluctuating environmental conditions. We tested this hypothesis by studying the growth and spatial self-organization of microbial co-cultures consisting of two metabolically interacting strains of the bacterium Pseudomonas stutzeri. We inoculated the co-cultures onto agar surfaces and allowed them to expand (i.e. range expansion) while fluctuating environmental conditions that alter the dependency between the two strains. We alternated between anoxic conditions that induce a mutualistic interaction and oxic conditions that induce a competitive interaction. We observed co-occurrence of both strains in rare and highly localized clusters (referred to as “spatial jackpot events”) that persist during environmental fluctuations. To resolve the underlying mechanisms for the emergence of spatial jackpot events, we used a mechanistic agent-based mathematical model that resolves growth and dispersal at the scale relevant to individual cells. While co-culture composition varied with the strength of the mutualistic interaction and across environmental fluctuations, the model provides insights into the formation of spatially resolved substrate landscapes with localized niches that support the co-occurrence of the two strains and secure co-culture function. This study highlights that in addition to spatial patterns that emerge in response to environmental fluctuations, localized spatial jackpot events ensure persistence of strains across dynamic conditions. |
format | Online Article Text |
id | pubmed-9038690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90386902022-04-28 Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment Ciccarese, Davide Micali, Gabriele Borer, Benedict Ruan, Chujin Or, Dani Johnson, David R. ISME J Article Spatial self-organization is a hallmark of surface-associated microbial communities that is governed by local environmental conditions and further modified by interspecific interactions. Here, we hypothesize that spatial patterns of microbial cell-types can stabilize the composition of cross-feeding microbial communities under fluctuating environmental conditions. We tested this hypothesis by studying the growth and spatial self-organization of microbial co-cultures consisting of two metabolically interacting strains of the bacterium Pseudomonas stutzeri. We inoculated the co-cultures onto agar surfaces and allowed them to expand (i.e. range expansion) while fluctuating environmental conditions that alter the dependency between the two strains. We alternated between anoxic conditions that induce a mutualistic interaction and oxic conditions that induce a competitive interaction. We observed co-occurrence of both strains in rare and highly localized clusters (referred to as “spatial jackpot events”) that persist during environmental fluctuations. To resolve the underlying mechanisms for the emergence of spatial jackpot events, we used a mechanistic agent-based mathematical model that resolves growth and dispersal at the scale relevant to individual cells. While co-culture composition varied with the strength of the mutualistic interaction and across environmental fluctuations, the model provides insights into the formation of spatially resolved substrate landscapes with localized niches that support the co-occurrence of the two strains and secure co-culture function. This study highlights that in addition to spatial patterns that emerge in response to environmental fluctuations, localized spatial jackpot events ensure persistence of strains across dynamic conditions. Nature Publishing Group UK 2022-01-25 2022-05 /pmc/articles/PMC9038690/ /pubmed/35079136 http://dx.doi.org/10.1038/s41396-022-01189-9 Text en © The Author(s) 2022 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 Ciccarese, Davide Micali, Gabriele Borer, Benedict Ruan, Chujin Or, Dani Johnson, David R. Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title | Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title_full | Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title_fullStr | Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title_full_unstemmed | Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title_short | Rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
title_sort | rare and localized events stabilize microbial community composition and patterns of spatial self-organization in a fluctuating environment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038690/ https://www.ncbi.nlm.nih.gov/pubmed/35079136 http://dx.doi.org/10.1038/s41396-022-01189-9 |
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