Diet Quality, Physical Activity, and Epigenetic Aging in the Finnish Working-Age Population
BACKGROUND: The role of diet in epigenetic aging over long follow-up periods and the possible moderating role of physical activity have remained unclear. OBJECTIVES: We examined: 1) whether dietary habits over follow-ups of 17-32 y are associated with the level or change of epigenetic aging over a 7-y follow-up, and 2) whether physical activity moderates these associations. METHODS: ) and Dunedin pace of aging computed from the epigenome (DunedinPACE). Food Frequency Questionnaires were used in 2001, 2007, 2011, and 2018 to calculate 5 diet indices: Mediterranean Diet Index, Findiet Index, Alternative Healthy Eating Index (AHEI) Dietscore (additionally used in 1986), and Baltic Sea Diet Index. The applied physical activity index included, e.g., frequency and intensity of exercise. Covariates included cardiovascular and metabolic factors, other health behaviors, and socioeconomic factors. RESULTS: over a 7-y follow-up. Modest interaction effects were also observed: among those with high physical activity, epigenetic aging was approximately similar irrespective of diet healthiness, whereas among those with low physical activity, more favorable diet index scores were associated with less accelerated epigenetic aging. CONCLUSIONS: Healthier eating over the follow-up was associated with decelerated epigenetic changes across different diet indices. In terms of biological aging, having a healthy diet may be especially crucial for those with low levels of physical activity.
Authors
- Marttila Saara
- Tammelin Tuija
- Saarinen Aino
- Kähönen Mika
- Männistö Satu
- Raitakari Olli
- Raitoharju Emma
- Mononen Nina
- Fogelholm Mikael
- Lehtimäki Terho
- Pahkala Katja
- Rovio Suvi
- Viikari Jorma
- Autio Ida
- Liisa Keltikangas-Järvinen
- Pashupati P. Mishra
Institutions
- University of Helsinki (FI)
- Tampere University of Applied Sciences (FI)
- University of Turku (FI)
- JAMK University of Applied Sciences (FI)
- Helsinki Institute of Physics (FI)
- Turku University Hospital (FI)
- Finnish Institute for Health and Welfare (FI)
- Tampere University Hospital (FI)
- Tampere University (FI)
Publication Details
- Journal
- Journal of Nutrition
- Published
- 2026-04-15
- DOI
- https://doi.org/10.1016/j.tjnut.2026.101540
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Yrjö Jahnssonin Säätiö
- Kela
- Academy of Finland
- Suomen Kulttuurirahasto
- Jane ja Aatos Erkon Säätiö
- Juho Vainion Säätiö
- Signe ja Ane Gyllenbergin Säätiö
- Emil Aaltosen Säätiö
- Sydäntutkimussäätiö
- Sigrid Juséliuksen Säätiö
- Tampereen Tuberkuloosisäätiö
- Paavo Nurmen Säätiö
- Syöpäsäätiö
- Diabetestutkimussäätiö
- Suomen kliinisen kemian yhdistys
- European Research Council
- H2020 Fast Track to Innovation