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Long-term life history predicts current gut microbiome in a population-based cohort study

Extensive scientific and clinical microbiome studies have explored contemporary variation and dynamics of the gut microbiome in human health and disease(1–3), yet the role of long-term life history effects has been underinvestigated. Here, we analyzed the current, quantitative microbiome composition...

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Autores principales: Si, Jiyeon, Vázquez-Castellanos, Jorge F., Gregory, Ann C., Decommer, Lindsey, Rymenans, Leen, Proost, Sebastian, Centelles Lodeiro, Javier, Weger, Martin, Notdurfter, Marlene, Leitner, Christoph, Santer, Peter, Rungger, Gregorio, Willeit, Johann, Willeit, Peter, Pechlaner, Raimund, Grabherr, Felix, Kiechl, Stefan, Tilg, Herbert, Raes, Jeroen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10154234/
https://www.ncbi.nlm.nih.gov/pubmed/37118287
http://dx.doi.org/10.1038/s43587-022-00286-w
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author Si, Jiyeon
Vázquez-Castellanos, Jorge F.
Gregory, Ann C.
Decommer, Lindsey
Rymenans, Leen
Proost, Sebastian
Centelles Lodeiro, Javier
Weger, Martin
Notdurfter, Marlene
Leitner, Christoph
Santer, Peter
Rungger, Gregorio
Willeit, Johann
Willeit, Peter
Pechlaner, Raimund
Grabherr, Felix
Kiechl, Stefan
Tilg, Herbert
Raes, Jeroen
author_facet Si, Jiyeon
Vázquez-Castellanos, Jorge F.
Gregory, Ann C.
Decommer, Lindsey
Rymenans, Leen
Proost, Sebastian
Centelles Lodeiro, Javier
Weger, Martin
Notdurfter, Marlene
Leitner, Christoph
Santer, Peter
Rungger, Gregorio
Willeit, Johann
Willeit, Peter
Pechlaner, Raimund
Grabherr, Felix
Kiechl, Stefan
Tilg, Herbert
Raes, Jeroen
author_sort Si, Jiyeon
collection PubMed
description Extensive scientific and clinical microbiome studies have explored contemporary variation and dynamics of the gut microbiome in human health and disease(1–3), yet the role of long-term life history effects has been underinvestigated. Here, we analyzed the current, quantitative microbiome composition in the older adult Bruneck Study cohort (Italians, Bruneck, n = 304 (male, 154; female, 150); age 65–98 years) with extensive clinical, demographic, lifestyle and nutritional data collected over the past 26 years(4). Multivariate analysis of historical variables indicated that medication history, historical physical activity, past dietary habits and specific past laboratory blood parameters explain a significant fraction of current quantitative microbiome variation in older adults, enlarging the explanatory power of contemporary covariates by 33.4%. Prediction of current enterotype by a combination of past and contemporary host variables revealed good levels of predictability (area under the curve (AUC), 0.78–0.83), with Prevotella and dysbiotic Bacteroides 2 being the best predicted enterotypes. These findings demonstrate long-term life history effects on the microbiota and provide insights into lifestyle variables and their role in maintaining a healthy gut microbiota in later life.
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spelling pubmed-101542342023-05-04 Long-term life history predicts current gut microbiome in a population-based cohort study Si, Jiyeon Vázquez-Castellanos, Jorge F. Gregory, Ann C. Decommer, Lindsey Rymenans, Leen Proost, Sebastian Centelles Lodeiro, Javier Weger, Martin Notdurfter, Marlene Leitner, Christoph Santer, Peter Rungger, Gregorio Willeit, Johann Willeit, Peter Pechlaner, Raimund Grabherr, Felix Kiechl, Stefan Tilg, Herbert Raes, Jeroen Nat Aging Letter Extensive scientific and clinical microbiome studies have explored contemporary variation and dynamics of the gut microbiome in human health and disease(1–3), yet the role of long-term life history effects has been underinvestigated. Here, we analyzed the current, quantitative microbiome composition in the older adult Bruneck Study cohort (Italians, Bruneck, n = 304 (male, 154; female, 150); age 65–98 years) with extensive clinical, demographic, lifestyle and nutritional data collected over the past 26 years(4). Multivariate analysis of historical variables indicated that medication history, historical physical activity, past dietary habits and specific past laboratory blood parameters explain a significant fraction of current quantitative microbiome variation in older adults, enlarging the explanatory power of contemporary covariates by 33.4%. Prediction of current enterotype by a combination of past and contemporary host variables revealed good levels of predictability (area under the curve (AUC), 0.78–0.83), with Prevotella and dysbiotic Bacteroides 2 being the best predicted enterotypes. These findings demonstrate long-term life history effects on the microbiota and provide insights into lifestyle variables and their role in maintaining a healthy gut microbiota in later life. Nature Publishing Group US 2022-10-14 2022 /pmc/articles/PMC10154234/ /pubmed/37118287 http://dx.doi.org/10.1038/s43587-022-00286-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Letter
Si, Jiyeon
Vázquez-Castellanos, Jorge F.
Gregory, Ann C.
Decommer, Lindsey
Rymenans, Leen
Proost, Sebastian
Centelles Lodeiro, Javier
Weger, Martin
Notdurfter, Marlene
Leitner, Christoph
Santer, Peter
Rungger, Gregorio
Willeit, Johann
Willeit, Peter
Pechlaner, Raimund
Grabherr, Felix
Kiechl, Stefan
Tilg, Herbert
Raes, Jeroen
Long-term life history predicts current gut microbiome in a population-based cohort study
title Long-term life history predicts current gut microbiome in a population-based cohort study
title_full Long-term life history predicts current gut microbiome in a population-based cohort study
title_fullStr Long-term life history predicts current gut microbiome in a population-based cohort study
title_full_unstemmed Long-term life history predicts current gut microbiome in a population-based cohort study
title_short Long-term life history predicts current gut microbiome in a population-based cohort study
title_sort long-term life history predicts current gut microbiome in a population-based cohort study
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10154234/
https://www.ncbi.nlm.nih.gov/pubmed/37118287
http://dx.doi.org/10.1038/s43587-022-00286-w
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