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Towards a mathematical understanding of invasion resistance in multispecies communities
Multispecies community composition and dynamics are key to health and disease across biological systems, a prominent example being microbial ecosystems. Explaining the forces that govern diversity and resilience in the microbial consortia making up our body’s defences remains a challenge. In this, t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646464/ https://www.ncbi.nlm.nih.gov/pubmed/38026034 http://dx.doi.org/10.1098/rsos.231034 |
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author | Gjini, Erida Madec, Sten |
author_facet | Gjini, Erida Madec, Sten |
author_sort | Gjini, Erida |
collection | PubMed |
description | Multispecies community composition and dynamics are key to health and disease across biological systems, a prominent example being microbial ecosystems. Explaining the forces that govern diversity and resilience in the microbial consortia making up our body’s defences remains a challenge. In this, theoretical models are crucial, to bridge the gap between species dynamics and underlying mechanisms and to develop analytic insight. Here we propose a replicator equation framework to model multispecies dynamics where an explicit notion of invasion resistance of a system emerges and can be studied explicitly. For illustration, we derive the conceptual link between such replicator equation and N microbial species’ growth and interaction traits, stemming from micro-scale environmental modification. Within this replicator framework, mean invasion fitness arises, evolves dynamically, and may undergo critical predictable shifts with global environmental changes. This mathematical approach clarifies the key role of this resident system trait for invader success, and highlights interaction principles among N species that optimize their collective resistance to invasion. We propose this model based on the replicator equation as a powerful new avenue to study, test and validate mechanisms of invasion resistance and colonization in multispecies microbial ecosystems and beyond. |
format | Online Article Text |
id | pubmed-10646464 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-106464642023-11-15 Towards a mathematical understanding of invasion resistance in multispecies communities Gjini, Erida Madec, Sten R Soc Open Sci Ecology, Conservation and Global Change Biology Multispecies community composition and dynamics are key to health and disease across biological systems, a prominent example being microbial ecosystems. Explaining the forces that govern diversity and resilience in the microbial consortia making up our body’s defences remains a challenge. In this, theoretical models are crucial, to bridge the gap between species dynamics and underlying mechanisms and to develop analytic insight. Here we propose a replicator equation framework to model multispecies dynamics where an explicit notion of invasion resistance of a system emerges and can be studied explicitly. For illustration, we derive the conceptual link between such replicator equation and N microbial species’ growth and interaction traits, stemming from micro-scale environmental modification. Within this replicator framework, mean invasion fitness arises, evolves dynamically, and may undergo critical predictable shifts with global environmental changes. This mathematical approach clarifies the key role of this resident system trait for invader success, and highlights interaction principles among N species that optimize their collective resistance to invasion. We propose this model based on the replicator equation as a powerful new avenue to study, test and validate mechanisms of invasion resistance and colonization in multispecies microbial ecosystems and beyond. The Royal Society 2023-11-15 /pmc/articles/PMC10646464/ /pubmed/38026034 http://dx.doi.org/10.1098/rsos.231034 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Ecology, Conservation and Global Change Biology Gjini, Erida Madec, Sten Towards a mathematical understanding of invasion resistance in multispecies communities |
title | Towards a mathematical understanding of invasion resistance in multispecies communities |
title_full | Towards a mathematical understanding of invasion resistance in multispecies communities |
title_fullStr | Towards a mathematical understanding of invasion resistance in multispecies communities |
title_full_unstemmed | Towards a mathematical understanding of invasion resistance in multispecies communities |
title_short | Towards a mathematical understanding of invasion resistance in multispecies communities |
title_sort | towards a mathematical understanding of invasion resistance in multispecies communities |
topic | Ecology, Conservation and Global Change Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646464/ https://www.ncbi.nlm.nih.gov/pubmed/38026034 http://dx.doi.org/10.1098/rsos.231034 |
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