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Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut

Bile acids, neutral sterols, and the gut microbiome are intricately intertwined and each affects human health and metabolism. However, much is still unknown about this relationship. This analysis included 1280 participants of the KORA FF4 study. Fecal metabolites (primary and secondary bile acids, p...

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Autores principales: Breuninger, Taylor A., Wawro, Nina, Freuer, Dennis, Reitmeier, Sandra, Artati, Anna, Grallert, Harald, Adamski, Jerzy, Meisinger, Christa, Peters, Annette, Haller, Dirk, Linseisen, Jakob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504437/
https://www.ncbi.nlm.nih.gov/pubmed/36144250
http://dx.doi.org/10.3390/metabo12090846
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author Breuninger, Taylor A.
Wawro, Nina
Freuer, Dennis
Reitmeier, Sandra
Artati, Anna
Grallert, Harald
Adamski, Jerzy
Meisinger, Christa
Peters, Annette
Haller, Dirk
Linseisen, Jakob
author_facet Breuninger, Taylor A.
Wawro, Nina
Freuer, Dennis
Reitmeier, Sandra
Artati, Anna
Grallert, Harald
Adamski, Jerzy
Meisinger, Christa
Peters, Annette
Haller, Dirk
Linseisen, Jakob
author_sort Breuninger, Taylor A.
collection PubMed
description Bile acids, neutral sterols, and the gut microbiome are intricately intertwined and each affects human health and metabolism. However, much is still unknown about this relationship. This analysis included 1280 participants of the KORA FF4 study. Fecal metabolites (primary and secondary bile acids, plant and animal sterols) were analyzed using a metabolomics approach. Dirichlet regression models were used to evaluate associations between the metabolites and twenty microbial subgroups that were previously identified using latent Dirichlet allocation. Significant associations were identified between 12 of 17 primary and secondary bile acids and several of the microbial subgroups. Three subgroups showed largely positive significant associations with bile acids, and six subgroups showed mostly inverse associations with fecal bile acids. We identified a trend where microbial subgroups that were previously associated with “healthy” factors were here inversely associated with fecal bile acid levels. Conversely, subgroups that were previously associated with “unhealthy” factors were positively associated with fecal bile acid levels. These results indicate that further research is necessary regarding bile acids and microbiota composition, particularly in relation to metabolic health.
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spelling pubmed-95044372022-09-24 Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut Breuninger, Taylor A. Wawro, Nina Freuer, Dennis Reitmeier, Sandra Artati, Anna Grallert, Harald Adamski, Jerzy Meisinger, Christa Peters, Annette Haller, Dirk Linseisen, Jakob Metabolites Article Bile acids, neutral sterols, and the gut microbiome are intricately intertwined and each affects human health and metabolism. However, much is still unknown about this relationship. This analysis included 1280 participants of the KORA FF4 study. Fecal metabolites (primary and secondary bile acids, plant and animal sterols) were analyzed using a metabolomics approach. Dirichlet regression models were used to evaluate associations between the metabolites and twenty microbial subgroups that were previously identified using latent Dirichlet allocation. Significant associations were identified between 12 of 17 primary and secondary bile acids and several of the microbial subgroups. Three subgroups showed largely positive significant associations with bile acids, and six subgroups showed mostly inverse associations with fecal bile acids. We identified a trend where microbial subgroups that were previously associated with “healthy” factors were here inversely associated with fecal bile acid levels. Conversely, subgroups that were previously associated with “unhealthy” factors were positively associated with fecal bile acid levels. These results indicate that further research is necessary regarding bile acids and microbiota composition, particularly in relation to metabolic health. MDPI 2022-09-08 /pmc/articles/PMC9504437/ /pubmed/36144250 http://dx.doi.org/10.3390/metabo12090846 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Breuninger, Taylor A.
Wawro, Nina
Freuer, Dennis
Reitmeier, Sandra
Artati, Anna
Grallert, Harald
Adamski, Jerzy
Meisinger, Christa
Peters, Annette
Haller, Dirk
Linseisen, Jakob
Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title_full Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title_fullStr Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title_full_unstemmed Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title_short Fecal Bile Acids and Neutral Sterols Are Associated with Latent Microbial Subgroups in the Human Gut
title_sort fecal bile acids and neutral sterols are associated with latent microbial subgroups in the human gut
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504437/
https://www.ncbi.nlm.nih.gov/pubmed/36144250
http://dx.doi.org/10.3390/metabo12090846
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