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Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome

The Pioneer 100 Wellness Project involved quantitatively profiling 108 participants’ molecular physiology over time, including genomes, gut microbiomes, blood metabolomes, blood proteomes, clinical chemistries, and data from wearable devices. Here, we present a longitudinal analysis focused specific...

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Autores principales: Levy, Roie, Magis, Andrew T., Earls, John C., Manor, Ohad, Wilmanski, Tomasz, Lovejoy, Jennifer, Gibbons, Sean M., Omenn, Gilbert S., Hood, Leroy, Price, Nathan D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7306764/
https://www.ncbi.nlm.nih.gov/pubmed/32471946
http://dx.doi.org/10.1073/pnas.1922498117
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author Levy, Roie
Magis, Andrew T.
Earls, John C.
Manor, Ohad
Wilmanski, Tomasz
Lovejoy, Jennifer
Gibbons, Sean M.
Omenn, Gilbert S.
Hood, Leroy
Price, Nathan D.
author_facet Levy, Roie
Magis, Andrew T.
Earls, John C.
Manor, Ohad
Wilmanski, Tomasz
Lovejoy, Jennifer
Gibbons, Sean M.
Omenn, Gilbert S.
Hood, Leroy
Price, Nathan D.
author_sort Levy, Roie
collection PubMed
description The Pioneer 100 Wellness Project involved quantitatively profiling 108 participants’ molecular physiology over time, including genomes, gut microbiomes, blood metabolomes, blood proteomes, clinical chemistries, and data from wearable devices. Here, we present a longitudinal analysis focused specifically around the Pioneer 100 gut microbiomes. We distinguished a subpopulation of individuals with reduced gut diversity, elevated relative abundance of the genus Prevotella, and reduced levels of the genus Bacteroides. We found that the relative abundances of Bacteroides and Prevotella were significantly correlated with certain serum metabolites, including omega-6 fatty acids. Primary dimensions in distance-based redundancy analysis of clinical chemistries explained 18.5% of the variance in bacterial community composition, and revealed a Bacteroides/Prevotella dichotomy aligned with inflammation and dietary markers. Finally, longitudinal analysis of gut microbiome dynamics within individuals showed that direct transitions between Bacteroides-dominated and Prevotella-dominated communities were rare, suggesting the presence of a barrier between these states. One implication is that interventions seeking to transition between Bacteroides- and Prevotella-dominated communities will need to identify permissible paths through ecological state-space that circumvent this apparent barrier.
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spelling pubmed-73067642020-06-25 Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome Levy, Roie Magis, Andrew T. Earls, John C. Manor, Ohad Wilmanski, Tomasz Lovejoy, Jennifer Gibbons, Sean M. Omenn, Gilbert S. Hood, Leroy Price, Nathan D. Proc Natl Acad Sci U S A Biological Sciences The Pioneer 100 Wellness Project involved quantitatively profiling 108 participants’ molecular physiology over time, including genomes, gut microbiomes, blood metabolomes, blood proteomes, clinical chemistries, and data from wearable devices. Here, we present a longitudinal analysis focused specifically around the Pioneer 100 gut microbiomes. We distinguished a subpopulation of individuals with reduced gut diversity, elevated relative abundance of the genus Prevotella, and reduced levels of the genus Bacteroides. We found that the relative abundances of Bacteroides and Prevotella were significantly correlated with certain serum metabolites, including omega-6 fatty acids. Primary dimensions in distance-based redundancy analysis of clinical chemistries explained 18.5% of the variance in bacterial community composition, and revealed a Bacteroides/Prevotella dichotomy aligned with inflammation and dietary markers. Finally, longitudinal analysis of gut microbiome dynamics within individuals showed that direct transitions between Bacteroides-dominated and Prevotella-dominated communities were rare, suggesting the presence of a barrier between these states. One implication is that interventions seeking to transition between Bacteroides- and Prevotella-dominated communities will need to identify permissible paths through ecological state-space that circumvent this apparent barrier. National Academy of Sciences 2020-06-16 2020-05-29 /pmc/articles/PMC7306764/ /pubmed/32471946 http://dx.doi.org/10.1073/pnas.1922498117 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Levy, Roie
Magis, Andrew T.
Earls, John C.
Manor, Ohad
Wilmanski, Tomasz
Lovejoy, Jennifer
Gibbons, Sean M.
Omenn, Gilbert S.
Hood, Leroy
Price, Nathan D.
Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title_full Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title_fullStr Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title_full_unstemmed Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title_short Longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
title_sort longitudinal analysis reveals transition barriers between dominant ecological states in the gut microbiome
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7306764/
https://www.ncbi.nlm.nih.gov/pubmed/32471946
http://dx.doi.org/10.1073/pnas.1922498117
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