Journal of Diabetes (Mar 2024)

Association of methylation risk score with incident type 2 diabetes mellitus: A nested case–control study

  • Weifeng Huo,
  • Huifang Hu,
  • Tianze Li,
  • Lijun Yuan,
  • Jinli Zhang,
  • Yifei Feng,
  • Yuying Wu,
  • Xueru Fu,
  • Yamin Ke,
  • Mengmeng Wang,
  • Wenkai Zhang,
  • Longkang Wang,
  • Yaobing Chen,
  • Yajuan Gao,
  • Xi Li,
  • Jiong Liu,
  • Zelin Huang,
  • Fulan Hu,
  • Ming Zhang,
  • Liang Sun,
  • Dongsheng Hu,
  • Yang Zhao

DOI
https://doi.org/10.1111/1753-0407.13512
Journal volume & issue
Vol. 16, no. 3
pp. n/a – n/a

Abstract

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Abstract Aims To investigate the association of methylation risk score (MRS) and its interactions with environmental factors with type 2 diabetes mellitus (T2DM) risk. Methods We conducted a nested case–control study with 241 onset cases and 241 matched controls. Conditional logistic regression models were employed to identify risk CpG sites. Simple and weighted MRSs were constructed based on the methylation levels of ATP‐binding cassette G1 gene, fat mass and obesity associated gene, potassium voltage‐gated channel member 1 gene, and thioredoxin‐interacting protein gene previously associated with T2DM to estimate the association of MRS with T2DM risk. Stratified analyses were used to investigate interactions between MRS and environmental factors. Results A total of 10 CpG loci were identified from the aforementioned genes to calculate MRS. After controlling for potential confounding factors, taking tertile 1 as reference, the odds ratios (ORs) and 95% confidence intervals (CIs) for T2DM of tertile 3 was 2.39 (1.36–4.20) for simple MRS and 2.59 (1.45–4.63) for weighted MRS. With per SD score increment in MRS, the OR (95% CI) was 1.66 (1.29–2.14) and 1.60 (1.24–2.08) for simple and weighted MRSs, respectively. J‐curved associations were observed between both simple and weighted MRSs and T2DM risks. Additionally, multiplication interactions for smoking and hypertension with simple MRS on the risk of T2DM were found, similarly for smoking and obesity with weighted MRS on the risk of T2DM (all Pinteraction < .05). Conclusion Elevated simple and weighted MRSs were associated with increased risk of T2DM. Environmental risk factors may influence the association between MRS and T2DM.

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