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Updated: Jan 19, 2026

Methylated DNA Immunoprecipitation
Published on: January 2, 2009
Body Mass Index Drives Changes in DNA Methylation: A Longitudinal Study
Dianjianyi Sun1,2, Tao Zhang2,3, Shaoyong Su4
1From the Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China (D.S.).
Obesity causes changes in DNA methylation (DNAm), not the other way around. This longitudinal study found body mass index (BMI) predicts future DNAm levels, supporting obesity as a cause of epigenetic alterations.
Area of Science:
- Epigenetics
- Human Genetics
- Metabolic Disease Research
Background:
- Epigenome-Wide Association Studies (EWASs) suggest obesity may influence DNA methylation (DNAm) rather than being solely a consequence.
- Longitudinal data are needed to establish the causal relationship between obesity and DNAm changes.
Purpose of the Study:
- To identify specific DNA methylation (CpG) sites associated with body mass index (BMI).
- To investigate the temporal relationship between dynamic DNAm changes and BMI in a longitudinal cohort.
Main Methods:
- Race-specific EWASs were conducted in white and black participants from the Bogalusa Heart Study and Georgia Stress and Heart Study.
- Cross-lagged panel analysis examined the temporal relationship between DNAm and BMI over approximately 6.2 years.
- DNAm scores were calculated from associated CpG sites.
Main Results:
- 349 CpG sites (266 novel) in whites and 36 (21 novel) in blacks were robustly associated with BMI.
- Significant unidirectional paths from baseline BMI to follow-up DNAm were observed in both racial groups.
- No significant paths were found from baseline DNAm to follow-up BMI.
Conclusions:
- Findings provide strong evidence that obesity is a cause of DNAm changes over time.
- The temporal relationship indicates BMI influences epigenetic modifications, not vice versa.
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