DNA methylation trajectories and accelerated epigenetic aging in incident type 2 diabetes

被引:27
作者
Fraszczyk, Eliza [1 ,2 ]
Thio, Chris H. L. [1 ]
Wackers, Paul [2 ]
Dolle, Martijn E. T. [2 ]
Bloks, Vincent W. [3 ]
Hodemaekers, Hennie [2 ]
Picavet, H. Susan [4 ]
Stynenbosch, Marjolein [2 ]
Verschuren, W. M. Monique [4 ,5 ]
Snieder, Harold [1 ]
Spijkerman, Annemieke M. W. [4 ]
Luijten, Mirjam [2 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands
[2] Natl Inst Publ Hlth & Environm RIVM, Ctr Hlth Protect, Bilthoven, Netherlands
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Pediat, Groningen, Netherlands
[4] Natl Inst Publ Hlth & Environm RIVM, Ctr Nutr Prevent & Hlth Serv, Bilthoven, Netherlands
[5] Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
基金
芬兰科学院;
关键词
DNA methylation; Type; 2; diabetes; Epigenetic clock; Biological age; Aging markers; EPIGENOME-WIDE ASSOCIATION; GENE-ENVIRONMENT; COHORT PROFILE; AGE; PATTERNS; MELLITUS; BLOOD;
D O I
10.1007/s11357-022-00626-z
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
DNA methylation (DNAm) patterns across the genome changes during aging and development of complex diseases including type 2 diabetes (T2D). Our study aimed to estimate DNAm trajectories of CpG sites associated with T2D, epigenetic age (DNAmAge), and age acceleration based on four epigenetic clocks (GrimAge, Hannum, Horvath, phenoAge) in the period 10 years prior to and up to T2D onset. In this nested case-control study within Doetinchem Cohort Study, we included 132 incident T2D cases and 132 age- and sex-matched controls. DNAm was measured in blood using the Illumina Infinium Methylation EPIC array. From 107 CpG sites associated with T2D, 10 CpG sites (9%) showed different slopes of DNAm trajectories over time (p < 0.05) and an additional 8 CpG sites (8%) showed significant differences in DNAm levels (at least 1%, p-value per time point <0.05) at all three time points with nearly parallel trajectories between incident T2D cases and controls. In controls, age acceleration levels were negative (slower epigenetic aging), while in incident T2D cases, levels were positive, suggesting accelerated aging in the case group. We showed that DNAm levels at specific CpG sites, up to 10 years before T2D onset, are different between incident T2D cases and healthy controls and distinct patterns of clinical traits over time may have an impact on those DNAm profiles. Up to 10 years before T2D diagnosis, cases manifested accelerated epigenetic aging. Markers of biological aging including age acceleration estimates based on Horvath need further investigation to assess their utility for predicting age-related diseases including T2D.
引用
收藏
页码:2671 / 2684
页数:14
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