Li Danmeng Lily, Hodge Allison M, Southey Melissa C, Giles Graham G, Dugué Pierre-Antoine
Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia.
Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia.
J Gerontol A Biol Sci Med Sci. 2025 Apr 21. doi: 10.1093/gerona/glaf085.
Type 2 diabetes (T2D) is characterised by elevated levels of metabolic and inflammatory markers but less is known about other molecular alterations that occur with ageing. We aimed to assess the associations of DNA methylation-based measures of ageing (epigenetic ageing) with prevalent and incident T2D in a large sample of middle-aged and older Australians.
We used data from 5403 participants in the Melbourne Collaborative Cohort Study (mean age=59 years). Five blood-based epigenetic ageing measures: PCPhenoAge, PCGrimAge, DNAmFitAge, bAge, and DunedinPACE were calculated. T2D status was assessed at baseline (1990-1994, Ncases=180) and two waves of follow-up (1995-1998, Ncases=134; 2003-2007, Ncases=244). Modified Poisson regression models were used to estimate risk ratios (RRs) for the associations of epigenetic age with prevalent and incident T2D.
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 (RR=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 (>7mmol/L for fasting glucose, >11.1mmol/L for non-fasting glucose). No evidence of increased epigenetic age was found for participants with pre-T2D (>5.6mmol/L for fasting glucose, >7.8mmol/L for non-fasting glucose). The positive associations between epigenetic age and fasting glucose levels appeared stronger in participants with T2D.
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 of the aetiology and management of T2D.
2型糖尿病(T2D)的特征是代谢和炎症标志物水平升高,但对于衰老过程中发生的其他分子改变知之甚少。我们旨在评估在大量澳大利亚中老年人样本中,基于DNA甲基化的衰老测量指标(表观遗传衰老)与T2D患病率及发病率之间的关联。
我们使用了墨尔本协作队列研究中5403名参与者的数据(平均年龄=59岁)。计算了五种基于血液的表观遗传衰老测量指标:PCPhenoAge、PCGrimAge、DNAmFitAge、bAge和达尼丁PACE。在基线(1990 - 1994年,病例数=180)以及两波随访(1995 - 1998年,病例数=134;2003 - 2007年,病例数=244)时评估T2D状态。使用修正的泊松回归模型来估计表观遗传年龄与T2D患病率及发病率之间关联的风险比(RRs)。
表观遗传年龄每增加一个标准差,与基线时T2D患病率升高1.11倍(PCPhenoAge,95%置信区间:0.98 - 1.26)至1.33倍(bAge,95%置信区间:1.12 - 1.57)相关。前瞻性地看,达尼丁PACE在随访2时与T2D发病率的关联最强(RR = 1.22,95%置信区间:1.07 - 1.38)。在对报告无T2D但血糖浓度高(空腹血糖>7mmol/L,非空腹血糖>11.1mmol/L)的参与者进行重新分类的敏感性分析中,这些估计值略有减弱但仍然一致。对于糖尿病前期患者(空腹血糖>5.6mmol/L,非空腹血糖>7.8mmol/L),未发现表观遗传年龄增加的证据。表观遗传年龄与空腹血糖水平之间的正相关在T2D患者中似乎更强。
在澳大利亚中老年人中,表观遗传年龄,特别是通过bAge和达尼丁PACE评估的,与T2D患病率及发病率呈正相关。我们的发现可能对理解T2D的病因和管理有一定意义。