TY - JOUR
T1 - Pooled analysis of epigenome-wide association studies of food consumption in KORA, TwinsUK and LLS
AU - Hellbach, Fabian
AU - Sinke, Lucy
AU - Costeira, Ricardo
AU - Baumeister, Sebastian Edgar
AU - Beekman, Marian
AU - Louca, Panayiotis
AU - Leeming, Emily R.
AU - Mompeo, Olatz
AU - Berry, Sarah
AU - Wilson, Rory
AU - Wawro, Nina
AU - Freuer, Dennis
AU - Hauner, Hans
AU - Peters, Annette
AU - Winkelmann, Juliane
AU - Koenig, Wolfgang
AU - Meisinger, Christa
AU - Waldenberger, Melanie
AU - Heijmans, Bastiaan T.
AU - Slagboom, P. Eline
AU - Bell, Jordana T.
AU - Linseisen, Jakob
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2023/4
Y1 - 2023/4
N2 - 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.
AB - 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.
KW - Diet
KW - EWAS
KW - Food group
KW - High-fat foods
KW - Humans
UR - http://www.scopus.com/inward/record.url?scp=85144895926&partnerID=8YFLogxK
U2 - 10.1007/s00394-022-03074-9
DO - 10.1007/s00394-022-03074-9
M3 - Article
C2 - 36571600
AN - SCOPUS:85144895926
SN - 1436-6207
VL - 62
SP - 1357
EP - 1375
JO - European Journal of Nutrition
JF - European Journal of Nutrition
IS - 3
ER -