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. 2023 Jun;22(6):e13828.
doi: 10.1111/acel.13828. Epub 2023 Apr 10.

Physical activity is associated with slower epigenetic ageing-Findings from the Rhineland study

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Physical activity is associated with slower epigenetic ageing-Findings from the Rhineland study

Fabienne A U Fox et al. Aging Cell. 2023 Jun.

Abstract

Epigenetic ageing, i.e., age-associated changes in DNA methylation patterns, is a sensitive marker of biological ageing, a major determinant of morbidity and functional decline. We examined the association of physical activity with epigenetic ageing and the role of immune function and cardiovascular risk factors in mediating this relation. Moreover, we aimed to identify novel molecular processes underlying the association between physical activity and epigenetic ageing. We analysed cross-sectional data from 3567 eligible participants (mean age: 55.5 years, range: 30-94 years, 54.8% women) of the Rhineland Study, a community-based cohort study in Bonn, Germany. Physical activity components (metabolic equivalent (MET)-Hours, step counts, sedentary, light-intensity and moderate-to-vigorous intensity activities) were recorded with accelerometers. DNA methylation was measured with the Illumina HumanMethylationEPIC BeadChip. Epigenetic age acceleration (Hannum's age, Horvath's age, PhenoAge and GrimAge) was calculated based on published algorithms. The relation between physical activity and epigenetic ageing was examined with multivariable regression, while structural equation modeling was used for mediation analysis. Moreover, we conducted an epigenome-wide association study of physical activity across 850,000 CpG sites. After adjustment for age, sex, season, education, smoking, cell proportions and batch effects, physical activity (step counts, MET-Hours and %time spend in moderate-to-vigorous activities) was non-linearly associated with slower epigenetic ageing, in part through its beneficial effects on immune function and cardiovascular health. Additionally, we identified 12 and 7 CpGs associated with MET-Hours and %time spent in moderate-to-vigorous activities, respectively (p < 1 × 10-5 ). Our findings suggest that regular physical activity slows epigenetic ageing by counteracting immunosenescence and lowering cardiovascular risk.

Keywords: DNA methylation; biological age; cardiovascular diseases; cardiovascular risk factors; cohort studies; epidemiology; epigenetics; exercise; immune function; public health.

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Conflict of interest statement

The authors report no competing interests.

Figures

FIGURE 1
FIGURE 1
Scatterplot of association between physical activity and GrimAge acceleration. Regression lines were adjusted for age, age2, sex, education, batch effect, cell proportions, season and smoking status. MET‐Hours, Metabolic‐Equivalent Hours.
FIGURE 2
FIGURE 2
Mediation analysis model.
FIGURE 3
FIGURE 3
EWAS results of physical activity components. Manhatten plots of the epigenome‐wide association study (EWAS) results for (a) % average daily time spent in moderate‐to‐vigorous activities and (b) average daily energy expenditure in MET‐Hours. The x‐axis depicts sites ordered by chromosomal position with the respective ‐log10 p‐value on the y‐axis. The horizontal lines represent the level of significance, with the red horizontal dashed line at the nominal significant level (p‐value p < 1E‐05).

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