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Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS
PURPOSE: Examining epigenetic patterns is a crucial step in identifying molecular changes of disease pathophysiology, with DNA methylation as the most accessible epigenetic measure. Diet is suggested to affect metabolism and health via epigenetic modifications. Thus, our aim was to explore the assoc...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030421/ https://www.ncbi.nlm.nih.gov/pubmed/36571600 http://dx.doi.org/10.1007/s00394-022-03074-9 |
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author | Hellbach, Fabian Sinke, Lucy Costeira, Ricardo Baumeister, Sebastian-Edgar Beekman, Marian Louca, Panayiotis Leeming, Emily R. Mompeo, Olatz Berry, Sarah Wilson, Rory Wawro, Nina Freuer, Dennis Hauner, Hans Peters, Annette Winkelmann, Juliane Koenig, Wolfgang Meisinger, Christa Waldenberger, Melanie Heijmans, Bastiaan T. Slagboom, P. Eline Bell, Jordana T. Linseisen, Jakob |
author_facet | Hellbach, Fabian Sinke, Lucy Costeira, Ricardo Baumeister, Sebastian-Edgar Beekman, Marian Louca, Panayiotis Leeming, Emily R. Mompeo, Olatz Berry, Sarah Wilson, Rory Wawro, Nina Freuer, Dennis Hauner, Hans Peters, Annette Winkelmann, Juliane Koenig, Wolfgang Meisinger, Christa Waldenberger, Melanie Heijmans, Bastiaan T. Slagboom, P. Eline Bell, Jordana T. Linseisen, Jakob |
author_sort | Hellbach, Fabian |
collection | PubMed |
description | PURPOSE: Examining epigenetic patterns is a crucial step in identifying molecular changes of disease pathophysiology, with DNA methylation as the most accessible epigenetic measure. Diet is suggested to affect metabolism and health via epigenetic modifications. Thus, our aim was to explore the association between food consumption and DNA methylation. METHODS: Epigenome-wide association studies were conducted in three cohorts: KORA FF4, TwinsUK, and Leiden Longevity Study, and 37 dietary exposures were evaluated. Food group definition was harmonized across the three cohorts. DNA methylation was measured using Infinium MethylationEPIC BeadChip in KORA and Infinium HumanMethylation450 BeadChip in the Leiden study and the TwinsUK study. Overall, data from 2293 middle-aged men and women were included. A fixed-effects meta-analysis pooled study-specific estimates. The significance threshold was set at 0.05 for false-discovery rate-adjusted p values per food group. RESULTS: We identified significant associations between the methylation level of CpG sites and the consumption of onions and garlic (2), nuts and seeds (18), milk (1), cream (11), plant oils (4), butter (13), and alcoholic beverages (27). The signals targeted genes of metabolic health relevance, for example, GLI1, RPTOR, and DIO1, among others. CONCLUSION: This EWAS is unique with its focus on food groups that are part of a Western diet. Significant findings were mostly related to food groups with a high-fat content. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00394-022-03074-9. |
format | Online Article Text |
id | pubmed-10030421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-100304212023-03-23 Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS Hellbach, Fabian Sinke, Lucy Costeira, Ricardo Baumeister, Sebastian-Edgar Beekman, Marian Louca, Panayiotis Leeming, Emily R. Mompeo, Olatz Berry, Sarah Wilson, Rory Wawro, Nina Freuer, Dennis Hauner, Hans Peters, Annette Winkelmann, Juliane Koenig, Wolfgang Meisinger, Christa Waldenberger, Melanie Heijmans, Bastiaan T. Slagboom, P. Eline Bell, Jordana T. Linseisen, Jakob Eur J Nutr Original Contribution PURPOSE: Examining epigenetic patterns is a crucial step in identifying molecular changes of disease pathophysiology, with DNA methylation as the most accessible epigenetic measure. Diet is suggested to affect metabolism and health via epigenetic modifications. Thus, our aim was to explore the association between food consumption and DNA methylation. METHODS: Epigenome-wide association studies were conducted in three cohorts: KORA FF4, TwinsUK, and Leiden Longevity Study, and 37 dietary exposures were evaluated. Food group definition was harmonized across the three cohorts. DNA methylation was measured using Infinium MethylationEPIC BeadChip in KORA and Infinium HumanMethylation450 BeadChip in the Leiden study and the TwinsUK study. Overall, data from 2293 middle-aged men and women were included. A fixed-effects meta-analysis pooled study-specific estimates. The significance threshold was set at 0.05 for false-discovery rate-adjusted p values per food group. RESULTS: We identified significant associations between the methylation level of CpG sites and the consumption of onions and garlic (2), nuts and seeds (18), milk (1), cream (11), plant oils (4), butter (13), and alcoholic beverages (27). The signals targeted genes of metabolic health relevance, for example, GLI1, RPTOR, and DIO1, among others. CONCLUSION: This EWAS is unique with its focus on food groups that are part of a Western diet. Significant findings were mostly related to food groups with a high-fat content. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00394-022-03074-9. Springer Berlin Heidelberg 2022-12-26 2023 /pmc/articles/PMC10030421/ /pubmed/36571600 http://dx.doi.org/10.1007/s00394-022-03074-9 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/) . |
spellingShingle | Original Contribution Hellbach, Fabian Sinke, Lucy Costeira, Ricardo Baumeister, Sebastian-Edgar Beekman, Marian Louca, Panayiotis Leeming, Emily R. Mompeo, Olatz Berry, Sarah Wilson, Rory Wawro, Nina Freuer, Dennis Hauner, Hans Peters, Annette Winkelmann, Juliane Koenig, Wolfgang Meisinger, Christa Waldenberger, Melanie Heijmans, Bastiaan T. Slagboom, P. Eline Bell, Jordana T. Linseisen, Jakob Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title | Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title_full | Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title_fullStr | Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title_full_unstemmed | Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title_short | Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS |
title_sort | pooled analysis of epigenome-wide association studies of food consumption in kora, twinsuk and lls |
topic | Original Contribution |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030421/ https://www.ncbi.nlm.nih.gov/pubmed/36571600 http://dx.doi.org/10.1007/s00394-022-03074-9 |
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