Year: 2025
Type: article
Study design: Observational Study
Abstract: BACKGROUND: Type 2 diabetes (T2D) is characterized by elevated levels of metabolic and inflammatory markers but less is known about other molecular alterations that occur with aging. We aimed to assess the associations of DNA methylation-based measures of aging (epigenetic aging) with prevalent and incident T2D in a large sample of middle-aged and older Australians. METHODS: We used data from 5 403 participants in the Melbourne Collaborative Cohort Study (mean age = 59 years). Five blood-based epigenetic aging measures: PCPhenoAge, PCGrimAge, DNAmFitAge, bAge, and DunedinPACE were calculated. T2D status was assessed at baseline (1990-1994, Ncases = 180) and 2 waves of follow-up (1995-1998, Ncases = 134; 2003-2007, Ncases = 244). Modified Poisson regression models were used to estimate risk ratios for the associations of epigenetic age with prevalent and incident T2D. RESULTS: A standard deviation increase in epigenetic age was associated with 1.11-fold (PCPhenoAge, 95%CI: 0.98-1.26) to 1.33-fold (bAge, 95%CI: 1.12-1.57) higher prevalence of T2D at baseline. Prospectively, DunedinPACE showed the strongest association with incident T2D at follow-up 2 (risk ratio = 1.22, 95%CI: 1.07-1.38). These estimates were slightly attenuated but consistent in sensitivity analyses reclassifying participants who reported being T2D-free but had high glucose concentrations (> 7 mmol/L for fasting glucose, > 11.1 mmol/L for nonfasting glucose). No evidence of increased epigenetic age was found for participants with pre-T2D (> 5.6 mmol/L for fasting glucose, > 7.8 mmol/L for nonfasting glucose). The positive associations between epigenetic age and fasting glucose levels appeared stronger in participants with T2D. CONCLUSIONS: In middle-aged and older Australians, epigenetic age, in particular as assessed by bAge and DunedinPACE, was positively associated with prevalent and incident T2D. Our findings may have implications for understanding the etiology and management of T2D.
Language: English
Subfield: Molecular Biology
Domain: Life Sciences
Open Access status: hybrid
Estimated APC paid: $4,408
Awards: Health 2020, Methylation of DNA and colorectal cancer, G3729156826, Delivering Precision Medicine to Population-based Cancer Prevention, Methylation and the risk of urothelial cell cancer, G602992300, Epidemiology of Chronic Disease, Health Interventions and DNA Studies, G7199237069, Precision Public Health for major cancers - novel approaches to building the genetic, epigenetic and lifestyle knowledge base for assessing risk and prognosis, G734127494, Methylation as a risk factor for prostate cancer., Novel molecular markers of lung cancer risk and survival, G8123808567, Targeting the allosteric control of alarmone synthetases to tackle bacteria persistence, G8797697851
OpenAlex ID: W4409648283