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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2022
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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. |
format | Online Article Text |
id | pubmed-8826141 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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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