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Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study
BACKGROUND: Glucose metabolism has been reported to be affected by dietary patterns, while the underlying mechanisms involved remain unclear. This study aimed to investigate the potential mediation role of circulating metabolites in relation to dietary patterns for prediabetes and type 2 diabetes. M...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682653/ https://www.ncbi.nlm.nih.gov/pubmed/36414942 http://dx.doi.org/10.1186/s12916-022-02653-1 |
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author | Yu, Evan Yi-Wen Ren, Zhewen Mehrkanoon, Siamak Stehouwer, Coen D. A. van Greevenbroek, Marleen M. J. Eussen, Simone J. P. M. Zeegers, Maurice P. Wesselius, Anke |
author_facet | Yu, Evan Yi-Wen Ren, Zhewen Mehrkanoon, Siamak Stehouwer, Coen D. A. van Greevenbroek, Marleen M. J. Eussen, Simone J. P. M. Zeegers, Maurice P. Wesselius, Anke |
author_sort | Yu, Evan Yi-Wen |
collection | PubMed |
description | BACKGROUND: Glucose metabolism has been reported to be affected by dietary patterns, while the underlying mechanisms involved remain unclear. This study aimed to investigate the potential mediation role of circulating metabolites in relation to dietary patterns for prediabetes and type 2 diabetes. METHODS: Data was derived from The Maastricht Study that comprised of 3441 participants (mean age of 60 years) with 28% type 2 diabetes patients by design. Dietary patterns were assessed using a validated food frequency questionnaire (FFQ), and the glucose metabolism status (GMS) was defined according to WHO guidelines. Both cross-sectional and prospective analyses were performed for the circulating metabolome to investigate their associations and mediations with responses to dietary patterns and GMS. RESULTS: Among 226 eligible metabolite measures obtained from targeted metabolomics, 14 were identified to be associated and mediated with three dietary patterns (i.e. Mediterranean Diet (MED), Dietary Approaches to Stop Hypertension Diet (DASH), and Dutch Healthy Diet (DHD)) and overall GMS. Of these, the mediation effects of 5 metabolite measures were consistent for all three dietary patterns and GMS. Based on a 7-year follow-up, a decreased risk for apolipoprotein A1 (APOA1) and docosahexaenoic acid (DHA) (RR 0.60, 95% CI 0.55, 0.65; RR 0.89, 95% CI 0.83, 0.97, respectively) but an increased risk for ratio of ω-6 to ω-3 fatty acids (RR 1.29, 95% CI 1.05, 1.43) of type 2 diabetes were observed from prediabetes, while APOA1 showed a decreased risk of type 2 diabetes from normal glucose metabolism (NGM; RR 0.82, 95% CI 0.75, 0.89). CONCLUSIONS: In summary, this study suggests that adherence to a healthy dietary pattern (i.e. MED, DASH, or DHD) could affect the GMS through circulating metabolites, which provides novel insights into understanding the biological mechanisms of diet on glucose metabolism and leads to facilitating prevention strategy for type 2 diabetes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02653-1. |
format | Online Article Text |
id | pubmed-9682653 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96826532022-11-24 Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study Yu, Evan Yi-Wen Ren, Zhewen Mehrkanoon, Siamak Stehouwer, Coen D. A. van Greevenbroek, Marleen M. J. Eussen, Simone J. P. M. Zeegers, Maurice P. Wesselius, Anke BMC Med Research Article BACKGROUND: Glucose metabolism has been reported to be affected by dietary patterns, while the underlying mechanisms involved remain unclear. This study aimed to investigate the potential mediation role of circulating metabolites in relation to dietary patterns for prediabetes and type 2 diabetes. METHODS: Data was derived from The Maastricht Study that comprised of 3441 participants (mean age of 60 years) with 28% type 2 diabetes patients by design. Dietary patterns were assessed using a validated food frequency questionnaire (FFQ), and the glucose metabolism status (GMS) was defined according to WHO guidelines. Both cross-sectional and prospective analyses were performed for the circulating metabolome to investigate their associations and mediations with responses to dietary patterns and GMS. RESULTS: Among 226 eligible metabolite measures obtained from targeted metabolomics, 14 were identified to be associated and mediated with three dietary patterns (i.e. Mediterranean Diet (MED), Dietary Approaches to Stop Hypertension Diet (DASH), and Dutch Healthy Diet (DHD)) and overall GMS. Of these, the mediation effects of 5 metabolite measures were consistent for all three dietary patterns and GMS. Based on a 7-year follow-up, a decreased risk for apolipoprotein A1 (APOA1) and docosahexaenoic acid (DHA) (RR 0.60, 95% CI 0.55, 0.65; RR 0.89, 95% CI 0.83, 0.97, respectively) but an increased risk for ratio of ω-6 to ω-3 fatty acids (RR 1.29, 95% CI 1.05, 1.43) of type 2 diabetes were observed from prediabetes, while APOA1 showed a decreased risk of type 2 diabetes from normal glucose metabolism (NGM; RR 0.82, 95% CI 0.75, 0.89). CONCLUSIONS: In summary, this study suggests that adherence to a healthy dietary pattern (i.e. MED, DASH, or DHD) could affect the GMS through circulating metabolites, which provides novel insights into understanding the biological mechanisms of diet on glucose metabolism and leads to facilitating prevention strategy for type 2 diabetes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02653-1. BioMed Central 2022-11-21 /pmc/articles/PMC9682653/ /pubmed/36414942 http://dx.doi.org/10.1186/s12916-022-02653-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Yu, Evan Yi-Wen Ren, Zhewen Mehrkanoon, Siamak Stehouwer, Coen D. A. van Greevenbroek, Marleen M. J. Eussen, Simone J. P. M. Zeegers, Maurice P. Wesselius, Anke Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title | Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title_full | Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title_fullStr | Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title_full_unstemmed | Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title_short | Plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: The Maastricht Study |
title_sort | plasma metabolomic profiling of dietary patterns associated with glucose metabolism status: the maastricht study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682653/ https://www.ncbi.nlm.nih.gov/pubmed/36414942 http://dx.doi.org/10.1186/s12916-022-02653-1 |
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