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A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts
Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We searched for fecal metabolites, a readout of gut microbiome function, associated with impaired fasting glucose (IFG) in 142 individuals with IFG and 1,105 healthy individuals from...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10658071/ https://www.ncbi.nlm.nih.gov/pubmed/37699401 http://dx.doi.org/10.2337/db23-0170 |
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author | Nogal, Ana Tettamanzi, Francesca Dong, Qiuling Louca, Panayiotis Visconti, Alessia Christiansen, Colette Breuninger, Taylor Linseisen, Jakob Grallert, Harald Wawro, Nina Asnicar, Francesco Wong, Kari Baleanu, Andrei-Florin Michelotti, Gregory A. Segata, Nicola Falchi, Mario Peters, Annette Franks, Paul W. Bagnardi, Vincenzo Spector, Tim D. Bell, Jordana T. Gieger, Christian Valdes, Ana M. Menni, Cristina |
author_facet | Nogal, Ana Tettamanzi, Francesca Dong, Qiuling Louca, Panayiotis Visconti, Alessia Christiansen, Colette Breuninger, Taylor Linseisen, Jakob Grallert, Harald Wawro, Nina Asnicar, Francesco Wong, Kari Baleanu, Andrei-Florin Michelotti, Gregory A. Segata, Nicola Falchi, Mario Peters, Annette Franks, Paul W. Bagnardi, Vincenzo Spector, Tim D. Bell, Jordana T. Gieger, Christian Valdes, Ana M. Menni, Cristina |
author_sort | Nogal, Ana |
collection | PubMed |
description | Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We searched for fecal metabolites, a readout of gut microbiome function, associated with impaired fasting glucose (IFG) in 142 individuals with IFG and 1,105 healthy individuals from the UK Adult Twin Registry (TwinsUK). We used the Cooperative Health Research in the Region of Augsburg (KORA) cohort (318 IFG individuals, 689 healthy individuals) to replicate our findings. We linearly combined eight IFG-positively associated metabolites (1-methylxantine, nicotinate, glucuronate, uridine, cholesterol, serine, caffeine, and protoporphyrin IX) into an IFG-metabolite score, which was significantly associated with higher odds ratios (ORs) for IFG (TwinsUK: OR 3.9 [95% CI 3.02–5.02], P < 0.0001, KORA: OR 1.3 [95% CI 1.16–1.52], P < 0.0001) and incident type 2 diabetes (T2D; TwinsUK: hazard ratio 4 [95% CI 1.97–8], P = 0.0002). Although these are host-produced metabolites, we found that the gut microbiome is strongly associated with their fecal levels (area under the curve >70%). Abundances of Faecalibacillus intestinalis, Dorea formicigenerans, Ruminococcus torques, and Dorea sp. AF24-7LB were positively associated with IFG, and such associations were partially mediated by 1-methylxanthine and nicotinate (variance accounted for mean 14.4% [SD 5.1], P < 0.05). Our results suggest that the gut microbiome is linked to prediabetes not only via the production of microbial metabolites but also by affecting intestinal absorption/excretion of host-produced metabolites and xenobiotics, which are correlated with the risk of IFG. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes and T2D onset. ARTICLE HIGHLIGHTS: Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We investigated whether there is a fecal metabolite signature of impaired fasting glucose (IFG) and the possible underlying mechanisms of action. We identified a fecal metabolite signature of IFG associated with prevalent IFG in two independent cohorts and incident type 2 diabetes in a subanalysis. Although the signature consists of metabolites of nonmicrobial origin, it is strongly correlated with gut microbiome composition. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes by affecting intestinal absorption or excretion of host compounds and xenobiotics. |
format | Online Article Text |
id | pubmed-10658071 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-106580712023-09-12 A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts Nogal, Ana Tettamanzi, Francesca Dong, Qiuling Louca, Panayiotis Visconti, Alessia Christiansen, Colette Breuninger, Taylor Linseisen, Jakob Grallert, Harald Wawro, Nina Asnicar, Francesco Wong, Kari Baleanu, Andrei-Florin Michelotti, Gregory A. Segata, Nicola Falchi, Mario Peters, Annette Franks, Paul W. Bagnardi, Vincenzo Spector, Tim D. Bell, Jordana T. Gieger, Christian Valdes, Ana M. Menni, Cristina Diabetes Genetics/Genomes/Proteomics/Metabolomics Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We searched for fecal metabolites, a readout of gut microbiome function, associated with impaired fasting glucose (IFG) in 142 individuals with IFG and 1,105 healthy individuals from the UK Adult Twin Registry (TwinsUK). We used the Cooperative Health Research in the Region of Augsburg (KORA) cohort (318 IFG individuals, 689 healthy individuals) to replicate our findings. We linearly combined eight IFG-positively associated metabolites (1-methylxantine, nicotinate, glucuronate, uridine, cholesterol, serine, caffeine, and protoporphyrin IX) into an IFG-metabolite score, which was significantly associated with higher odds ratios (ORs) for IFG (TwinsUK: OR 3.9 [95% CI 3.02–5.02], P < 0.0001, KORA: OR 1.3 [95% CI 1.16–1.52], P < 0.0001) and incident type 2 diabetes (T2D; TwinsUK: hazard ratio 4 [95% CI 1.97–8], P = 0.0002). Although these are host-produced metabolites, we found that the gut microbiome is strongly associated with their fecal levels (area under the curve >70%). Abundances of Faecalibacillus intestinalis, Dorea formicigenerans, Ruminococcus torques, and Dorea sp. AF24-7LB were positively associated with IFG, and such associations were partially mediated by 1-methylxanthine and nicotinate (variance accounted for mean 14.4% [SD 5.1], P < 0.05). Our results suggest that the gut microbiome is linked to prediabetes not only via the production of microbial metabolites but also by affecting intestinal absorption/excretion of host-produced metabolites and xenobiotics, which are correlated with the risk of IFG. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes and T2D onset. ARTICLE HIGHLIGHTS: Prediabetes is a metabolic condition associated with gut microbiome composition, although mechanisms remain elusive. We investigated whether there is a fecal metabolite signature of impaired fasting glucose (IFG) and the possible underlying mechanisms of action. We identified a fecal metabolite signature of IFG associated with prevalent IFG in two independent cohorts and incident type 2 diabetes in a subanalysis. Although the signature consists of metabolites of nonmicrobial origin, it is strongly correlated with gut microbiome composition. Fecal metabolites enable modeling of another mechanism of gut microbiome effect on prediabetes by affecting intestinal absorption or excretion of host compounds and xenobiotics. American Diabetes Association 2023-12 2023-09-12 /pmc/articles/PMC10658071/ /pubmed/37699401 http://dx.doi.org/10.2337/db23-0170 Text en © 2023 by the American Diabetes Association https://www.diabetesjournals.org/journals/pages/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/journals/pages/license. |
spellingShingle | Genetics/Genomes/Proteomics/Metabolomics Nogal, Ana Tettamanzi, Francesca Dong, Qiuling Louca, Panayiotis Visconti, Alessia Christiansen, Colette Breuninger, Taylor Linseisen, Jakob Grallert, Harald Wawro, Nina Asnicar, Francesco Wong, Kari Baleanu, Andrei-Florin Michelotti, Gregory A. Segata, Nicola Falchi, Mario Peters, Annette Franks, Paul W. Bagnardi, Vincenzo Spector, Tim D. Bell, Jordana T. Gieger, Christian Valdes, Ana M. Menni, Cristina A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title | A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title_full | A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title_fullStr | A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title_full_unstemmed | A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title_short | A Fecal Metabolite Signature of Impaired Fasting Glucose: Results From Two Independent Population-Based Cohorts |
title_sort | fecal metabolite signature of impaired fasting glucose: results from two independent population-based cohorts |
topic | Genetics/Genomes/Proteomics/Metabolomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10658071/ https://www.ncbi.nlm.nih.gov/pubmed/37699401 http://dx.doi.org/10.2337/db23-0170 |
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