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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9504437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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