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A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability
Given the importance of gut microbial communities for human health, we may want to ensure their stability in terms of species composition and function. Here, we built a mathematical model of a simplified gut composed of two connected patches where species and metabolites can flow from an upstream pa...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10475486/ https://www.ncbi.nlm.nih.gov/pubmed/37670791 http://dx.doi.org/10.1016/j.isci.2023.107499 |
_version_ | 1785100728993316864 |
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author | Shibasaki, Shota Mitri, Sara |
author_facet | Shibasaki, Shota Mitri, Sara |
author_sort | Shibasaki, Shota |
collection | PubMed |
description | Given the importance of gut microbial communities for human health, we may want to ensure their stability in terms of species composition and function. Here, we built a mathematical model of a simplified gut composed of two connected patches where species and metabolites can flow from an upstream patch, allowing upstream species to affect downstream species’ growth. First, we found that communities in our model are more stable if they assemble through species invasion over time compared to combining a set of species from the start. Second, downstream communities are more stable when species invade the downstream patch less frequently than the upstream patch. Finally, upstream species that have positive effects on downstream species can further increase downstream community stability. Despite it being quite abstract, our model may inform future research on designing more stable microbial communities or increasing the stability of existing ones. |
format | Online Article Text |
id | pubmed-10475486 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104754862023-09-05 A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability Shibasaki, Shota Mitri, Sara iScience Article Given the importance of gut microbial communities for human health, we may want to ensure their stability in terms of species composition and function. Here, we built a mathematical model of a simplified gut composed of two connected patches where species and metabolites can flow from an upstream patch, allowing upstream species to affect downstream species’ growth. First, we found that communities in our model are more stable if they assemble through species invasion over time compared to combining a set of species from the start. Second, downstream communities are more stable when species invade the downstream patch less frequently than the upstream patch. Finally, upstream species that have positive effects on downstream species can further increase downstream community stability. Despite it being quite abstract, our model may inform future research on designing more stable microbial communities or increasing the stability of existing ones. Elsevier 2023-07-31 /pmc/articles/PMC10475486/ /pubmed/37670791 http://dx.doi.org/10.1016/j.isci.2023.107499 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shibasaki, Shota Mitri, Sara A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title | A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title_full | A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title_fullStr | A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title_full_unstemmed | A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title_short | A spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
title_sort | spatially structured mathematical model of the gut microbiome reveals factors that increase community stability |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10475486/ https://www.ncbi.nlm.nih.gov/pubmed/37670791 http://dx.doi.org/10.1016/j.isci.2023.107499 |
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