Background: Type 2 diabetes mellitus (T2DM) is a complex, multifactorial disease with a significant global burden. Although genome-wide association studies (GWAS) have identified many T2DM-associated variants, most lie in non-coding regions, making it difficult to interpret their functional roles. Methods: We aimed to identify genetically regulated Cytosine–phosphate–Guanine (CpG) sites associated with T2DM by conducting a methylome-wide association study (MWAS), followed by Mendelian randomization (MR) and functional validation using human pancreatic cells and mouse models. MWAS was performed using summary statistics from large-scale GWAS and a DNA methylation (DNAm) prediction model to test associations between genetically predicted DNAm and T2DM. Results: We identified 111 CpG sites significantly associated with T2DM in Europeans, including 8 novel sites near genes not previously linked to T2DM. These findings were replicated in independent datasets. Many CpGs also showed associations with cardiometabolic traits, highlighting shared epigenetic mechanisms. Trans-ethnic MR analysis confirmed consistent effects for six CpGs in East Asians. Functional analysis revealed that several CpGs regulate gene expression in human pancreatic α- and β-cells. Among them, 2´-5´-oligoadenylate synthetase like (OASL) expression, regulated by a significant CpG, was differentially expressed in α-cells of T2DM cases compared to controls. Supporting evidence from mouse models suggests a role for OASL in glucose regulation. Conclusion Our study identifies novel genetically regulated CpG sites associated with T2DM risk and highlights OASL as a potential epigenetic regulator of glucose metabolism in α-cells. These findings provide mechanistic insights into the epigenetic architecture of T2DM and suggest potential targets for cross-ethnic biomarker development and therapeutic intervention.

Background: Immune checkpoint inhibitors (ICIs) have transformed the treatment of metastatic solid tumors; however, they induce immune-related adverse events, such as ICI-induced type 1 diabetes mellitus (ICI-T1DM), a rare but serious condition requiring lifelong insulin therapy. We aimed to identify the risk factors and survival outcomes associated with ICI-T1DM to optimize screening and mitigate adverse effects. Methods: This retrospective cohort study analyzed 6,956 patients treated with ICIs at a tertiary care center between January 1, 2017, and February 28, 2023. ICI-T1DM was classified based on the need for persistent insulin therapy post-ICI and a C-peptide level <1.0 ng/mL. Patient demographics, clinical characteristics, treatment details, and survival outcomes were examined. Results: ICI-T1DM was identified in 32 patients (0.46%) with a median onset time of 41 weeks. Significant risk factors included pre-existing diabetes (hazard ratio [HR], 2.352; 95% confidence interval [CI], 1.140 to 4.854), combination therapy with anti-programmed death-1 (PD-1)/programmed death-ligand 1 (PD-L1) and anti-cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) inhibitors (HR, 3.666; 95% CI, 1.224 to 10.979), prolonged ICI treatment (≥12 weeks; HR, 4.789; 95% CI, 1.806 to 12.701), and thyroid dysfunction (HR, 4.027; 95% CI, 1.847 to 8.779). ICI-T1DM occurrence and thyroid dysfunction were associated with improved survival (HR, 0.224; 95% CI, 0.093 to 0.539; and HR, 0.616; 95% CI, 0.566 to 0.670). Conclusion Patients with pre-existing diabetes, combined anti–PD-1/PD-L1 and anti–CTLA-4 therapy, prolonged ICI treatment (≥12 weeks), and thyroid dysfunction are at high risk of developing ICI-T1DM. The observed survival benefits in patients with ICI-T1DM underscore the importance of aggressive glucose monitoring and patient education for early detection and management.