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The effect of microbial selection on the occurrence-abundance patterns of microbiomes

Theoretical models are useful to investigate the drivers of community dynamics. In the simplest case of neutral models, the events of death, birth and immigration of individuals are assumed to only depend on their abundance—thus, all types share the same parameters. The community level expectations...

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Detalles Bibliográficos
Autores principales: Zapién-Campos, Román, Sieber, Michael, Traulsen, Arne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826141/
https://www.ncbi.nlm.nih.gov/pubmed/35135298
http://dx.doi.org/10.1098/rsif.2021.0717
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author Zapién-Campos, Román
Sieber, Michael
Traulsen, Arne
author_facet Zapién-Campos, Román
Sieber, Michael
Traulsen, Arne
author_sort Zapién-Campos, Román
collection PubMed
description Theoretical models are useful to investigate the drivers of community dynamics. In the simplest case of neutral models, the events of death, birth and immigration of individuals are assumed to only depend on their abundance—thus, all types share the same parameters. The community level expectations arising from these simple models and their agreement to empirical data have been discussed extensively, often suggesting that in nature, rates might indeed be neutral or their differences might not be important. However, how robust are these model predictions to type-specific rates? Also, what are the consequences at the level of types? Here, we address these questions moving from simple neutral communities to heterogeneous communities. For this, we build a model where types are differently adapted to the environment. We compute the equilibrium distribution of the abundances. Then, we look into the occurrence-abundance pattern often reported in microbial communities. We observe that large immigration and biodiversity—common in microbial systems—lead to such patterns, regardless of whether the rates are neutral or non-neutral. We conclude by discussing the implications to interpret and test empirical data.
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spelling pubmed-88261412022-02-18 The effect of microbial selection on the occurrence-abundance patterns of microbiomes Zapién-Campos, Román Sieber, Michael Traulsen, Arne J R Soc Interface Life Sciences–Mathematics interface Theoretical models are useful to investigate the drivers of community dynamics. In the simplest case of neutral models, the events of death, birth and immigration of individuals are assumed to only depend on their abundance—thus, all types share the same parameters. The community level expectations arising from these simple models and their agreement to empirical data have been discussed extensively, often suggesting that in nature, rates might indeed be neutral or their differences might not be important. However, how robust are these model predictions to type-specific rates? Also, what are the consequences at the level of types? Here, we address these questions moving from simple neutral communities to heterogeneous communities. For this, we build a model where types are differently adapted to the environment. We compute the equilibrium distribution of the abundances. Then, we look into the occurrence-abundance pattern often reported in microbial communities. We observe that large immigration and biodiversity—common in microbial systems—lead to such patterns, regardless of whether the rates are neutral or non-neutral. We conclude by discussing the implications to interpret and test empirical data. The Royal Society 2022-02-09 /pmc/articles/PMC8826141/ /pubmed/35135298 http://dx.doi.org/10.1098/rsif.2021.0717 Text en © 2022 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 Life Sciences–Mathematics interface
Zapién-Campos, Román
Sieber, Michael
Traulsen, Arne
The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title_full The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title_fullStr The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title_full_unstemmed The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title_short The effect of microbial selection on the occurrence-abundance patterns of microbiomes
title_sort effect of microbial selection on the occurrence-abundance patterns of microbiomes
topic Life Sciences–Mathematics interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826141/
https://www.ncbi.nlm.nih.gov/pubmed/35135298
http://dx.doi.org/10.1098/rsif.2021.0717
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