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Updated: Sep 8, 2025

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Epigenome-Wide Association Study Identified VTI1A DNA Methylation Associated With Accelerometer-Assessed Physical
Yuichiro Nishida1, Megumi Hara1, Hideki Ohmomo2
1Department of Preventive Medicine, Faculty of Medicine, Saga University, Saga, JAPAN.
Introduction:
Health benefits of physical activity (PA) may be mediated by DNA methylation alterations. The purpose of the current study was to comprehensively identify CpG sites whose methylation levels were associated with accelerometer-assessed total PA in a general Japanese population.
Methods:
The study participants were from the baseline survey of Saga Japan Multi-institutional Collaborative Cohort. PA was objectively measured by a single-axis accelerometer for 7 d. We used a two-stage strategy. In the discovery stage, we performed a meta-analysis of two epigenome-wide association studies of total PA in 898 individuals (a combination of random sample ( n = 507) and case-control study sample ( n = 391)). Peripheral blood DNA methylation levels were measured using Infinium EPIC or HM450 arrays. In the replication stage, we subsequently examined whether CpG sites significantly associated ( P < 1 × 10 -5 ) with total PA were replicated in another sample ( n = 1711), in which methylation levels were measured by pyrosequencing. A multiple linear regression was performed to determine the cross-sectional association between total PA and methylation levels with adjustment for potential confounders, including body mass index. A fixed-effects model was used in the meta-analysis. Correlations between total PA-associated DNA methylation and several inflammatory markers, such as high-sensitivity C-reactive protein, were also conducted.
Results:
In the meta-analysis, nine CpG sites were significantly associated with total PA ( P < 1 × 10 -5 ). Among the nine sites, one site cg07030336 (annotated to VTI1A/ZDHHC6 gene) was successfully replicated ( P = 0.009).
Conclusions:
The current study showed that greater accelerometer-assessed total PA was associated with higher DNA methylation levels at cg07030336 ( VTI1A/ZDHHC6 ) in the general population. In addition, we found a divergent relationship between the methylation levels at cg07030336 and several inflammatory biomarkers.
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