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On the Origins and Control of Community Types in the Human Microbiome

Microbiome-based stratification of healthy individuals into compositional categories, referred to as “enterotypes” or “community types”, holds promise for drastically improving personalized medicine. Despite this potential, the existence of community types and the degree of their distinctness have b...

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Detalles Bibliográficos
Autores principales: Gibson, Travis E., Bashan, Amir, Cao, Hong-Tai, Weiss, Scott T., Liu, Yang-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4750989/
https://www.ncbi.nlm.nih.gov/pubmed/26866806
http://dx.doi.org/10.1371/journal.pcbi.1004688
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author Gibson, Travis E.
Bashan, Amir
Cao, Hong-Tai
Weiss, Scott T.
Liu, Yang-Yu
author_facet Gibson, Travis E.
Bashan, Amir
Cao, Hong-Tai
Weiss, Scott T.
Liu, Yang-Yu
author_sort Gibson, Travis E.
collection PubMed
description Microbiome-based stratification of healthy individuals into compositional categories, referred to as “enterotypes” or “community types”, holds promise for drastically improving personalized medicine. Despite this potential, the existence of community types and the degree of their distinctness have been highly debated. Here we adopted a dynamic systems approach and found that heterogeneity in the interspecific interactions or the presence of strongly interacting species is sufficient to explain community types, independent of the topology of the underlying ecological network. By controlling the presence or absence of these strongly interacting species we can steer the microbial ecosystem to any desired community type. This open-loop control strategy still holds even when the community types are not distinct but appear as dense regions within a continuous gradient. This finding can be used to develop viable therapeutic strategies for shifting the microbial composition to a healthy configuration.
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spelling pubmed-47509892016-02-26 On the Origins and Control of Community Types in the Human Microbiome Gibson, Travis E. Bashan, Amir Cao, Hong-Tai Weiss, Scott T. Liu, Yang-Yu PLoS Comput Biol Research Article Microbiome-based stratification of healthy individuals into compositional categories, referred to as “enterotypes” or “community types”, holds promise for drastically improving personalized medicine. Despite this potential, the existence of community types and the degree of their distinctness have been highly debated. Here we adopted a dynamic systems approach and found that heterogeneity in the interspecific interactions or the presence of strongly interacting species is sufficient to explain community types, independent of the topology of the underlying ecological network. By controlling the presence or absence of these strongly interacting species we can steer the microbial ecosystem to any desired community type. This open-loop control strategy still holds even when the community types are not distinct but appear as dense regions within a continuous gradient. This finding can be used to develop viable therapeutic strategies for shifting the microbial composition to a healthy configuration. Public Library of Science 2016-02-11 /pmc/articles/PMC4750989/ /pubmed/26866806 http://dx.doi.org/10.1371/journal.pcbi.1004688 Text en © 2016 Gibson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Gibson, Travis E.
Bashan, Amir
Cao, Hong-Tai
Weiss, Scott T.
Liu, Yang-Yu
On the Origins and Control of Community Types in the Human Microbiome
title On the Origins and Control of Community Types in the Human Microbiome
title_full On the Origins and Control of Community Types in the Human Microbiome
title_fullStr On the Origins and Control of Community Types in the Human Microbiome
title_full_unstemmed On the Origins and Control of Community Types in the Human Microbiome
title_short On the Origins and Control of Community Types in the Human Microbiome
title_sort on the origins and control of community types in the human microbiome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4750989/
https://www.ncbi.nlm.nih.gov/pubmed/26866806
http://dx.doi.org/10.1371/journal.pcbi.1004688
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