Association of epigenetic markers of ageing with prevalent and incident type 2 diabetes.

Danmeng Lily Li,Allison M Hodge,Melissa C Southey,Graham G Giles,Pierre-Antoine Dugué
{"title":"Association of epigenetic markers of ageing with prevalent and incident type 2 diabetes.","authors":"Danmeng Lily Li,Allison M Hodge,Melissa C Southey,Graham G Giles,Pierre-Antoine Dugué","doi":"10.1093/gerona/glaf085","DOIUrl":null,"url":null,"abstract":"BACKGROUND\r\nType 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.\r\n\r\nMETHODS\r\nWe 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.\r\n\r\nRESULTS\r\nA 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.\r\n\r\nCONCLUSIONS\r\nIn 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.","PeriodicalId":22892,"journal":{"name":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","volume":"43 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/gerona/glaf085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

BACKGROUND 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. METHODS 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. 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 (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. 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 of the aetiology and management of T2D.
背景2型糖尿病(T2D)的特点是代谢和炎症标志物水平升高,但人们对随着年龄增长而发生的其他分子变化知之甚少。我们的目的是在一个大样本的中老年澳大利亚人中,评估基于 DNA 甲基化的老龄化测量(表观遗传老龄化)与 T2D 患病率和发病率之间的关联。我们使用了墨尔本协作队列研究中 5403 名参与者(平均年龄为 59 岁)的数据:PCPhenoAge、PCGrimAge、DNAmFitAge、bAge 和 DunedinPACE。T2D状况在基线(1990-1994年,病例数=180)和两波随访(1995-1998年,病例数=134;2003-2007年,病例数=244)时进行评估。结果表观遗传年龄的标准差增加与基线 T2D 患病率增加 1.11 倍(PCPhenoAge,95%CI:0.98-1.26)至 1.33 倍(bAge,95%CI:1.12-1.57)有关。从前瞻性角度看,达尼丁 PACE 与随访 2 期的 T2D 发生率关系最大(RR=1.22,95%CI:1.07-1.38)。在对报告无 T2D 但血糖浓度较高(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,但保持一致。在患有 T2D 前(空腹血糖 >5.6mmol/L,非空腹血糖 >7.8mmol/L)的参与者中,没有发现表观遗传年龄增加的证据。结论 在中老年澳大利亚人中,表观遗传年龄,尤其是通过 bAge 和 DunedinPACE 评估的表观遗传年龄,与 T2D 患病率和发病率呈正相关。我们的研究结果可能会对了解终末期糖尿病的病因和管理产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信