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

被引:4
作者
Breuninger, Taylor A. [1 ]
Wawro, Nina [1 ,2 ]
Freuer, Dennis [1 ]
Reitmeier, Sandra [3 ,4 ]
Artati, Anna [5 ]
Grallert, Harald [2 ]
Adamski, Jerzy [6 ,7 ,8 ]
Meisinger, Christa [1 ]
Peters, Annette [2 ]
Haller, Dirk [3 ,4 ]
Linseisen, Jakob [1 ,4 ]
机构
[1] Univ Augsburg, Univ Hosp Augsburg, Chair Epidemiol, Stenglinstr 2, D-86156 Augsburg, Germany
[2] German Res Ctr Environm Hlth GmbH, Inst Epidemiol, Helmholtz Zentrum Munchen, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[3] Tech Univ Munich, Chair Nutr & Immunol, Gregor Mendel Str 2, D-85354 Freising Weihenstephan, Germany
[4] Tech Univ Munich, ZIEL Inst Food & Hlth, Weihenstephaner Berg 3, D-85354 Freising Weihenstephan, Germany
[5] German Res Ctr Environm Hlth GmbH, Metabol & Prote Core, Helmholtz Zentrum Munchen, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[6] German Res Ctr Environm Hlth, Inst Expt Genet, Helmholtz Zentrum Munchen, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[7] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, 8 Med Dr, Singapore 117597, Singapore
[8] Univ Ljubljana, Fac Med, Inst Biochem, Vrazov Trg 2, Ljubljana 1000, Slovenia
关键词
fecal metabolites; bile acids; gut microbiota; 16S rRNA gene sequencing; PLANT STEROLS; METABOLISM; DISEASE; KORA;
D O I
10.3390/metabo12090846
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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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页数:13
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