MRC Integrative Epidemiology, Bristol Medical School, Bristol, BS8 2BN, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.
Clin Epigenetics. 2021 Feb 23;13(1):40. doi: 10.1186/s13148-021-01027-3.
Type 2 diabetes (T2D) is a heterogeneous disease with well-known genetic and environmental risk factors contributing to its prevalence. Epigenetic mechanisms related to changes in DNA methylation (DNAm), may also contribute to T2D risk, but larger studies are required to discover novel markers, and to confirm existing ones.
We performed a large meta-analysis of individual epigenome-wide association studies (EWAS) of prevalent T2D conducted in four European studies using peripheral blood DNAm. Analysis of differentially methylated regions (DMR) was also undertaken, based on the meta-analysis results. We found three novel CpGs associated with prevalent T2D in Europeans at cg00144180 (HDAC4), cg16765088 (near SYNM) and cg24704287 (near MIR23A) and confirmed three CpGs previously identified (mapping to TXNIP, ABCG1 and CPT1A). We also identified 77 T2D associated DMRs, most of them hypomethylated in T2D cases versus controls. In adjusted regressions among diabetic-free participants in ALSPAC, we found that all six CpGs identified in the meta-EWAS were associated with white cell-types. We estimated that these six CpGs captured 11% of the variation in T2D, which was similar to the variation explained by the model including only the common risk factors of BMI, sex, age and smoking (R = 10.6%).
This study identifies novel loci associated with T2D in Europeans. We also demonstrate associations of the same loci with other traits. Future studies should investigate if our findings are generalizable in non-European populations, and potential roles of these epigenetic markers in T2D etiology or in determining long term consequences of T2D.
2 型糖尿病(T2D)是一种具有明显遗传和环境风险因素的异质性疾病,这些因素促成了其流行。与 DNA 甲基化(DNAm)变化相关的表观遗传机制也可能导致 T2D 风险,但需要更大规模的研究来发现新的标志物,并确认现有的标志物。
我们对四项欧洲研究中使用外周血 DNAm 进行的现患 T2D 的全基因组关联研究(EWAS)进行了大型荟萃分析。还根据荟萃分析结果对差异甲基化区域(DMR)进行了分析。我们在欧洲人群中发现了三个与现患 T2D 相关的新 CpG,位于 cg00144180(HDAC4)、cg16765088(SYNM 附近)和 cg24704287(MIR23A 附近),并确认了三个先前确定的 CpG(映射到 TXNIP、ABCG1 和 CPT1A)。我们还鉴定了 77 个与 T2D 相关的 DMR,其中大多数在 T2D 病例与对照之间呈低甲基化。在 ALSPAC 中无糖尿病参与者的调整回归中,我们发现荟萃分析中确定的六个 CpG 均与白细胞类型相关。我们估计这六个 CpG 可捕获 T2D 变异的 11%,与仅包括 BMI、性别、年龄和吸烟等常见危险因素的模型所解释的变异相似(R=10.6%)。
本研究确定了与欧洲人群 T2D 相关的新基因座。我们还证明了相同基因座与其他特征的关联。未来的研究应调查我们的发现是否在非欧洲人群中具有普遍性,以及这些表观遗传标记在 T2D 病因学或确定 T2D 的长期后果方面的潜在作用。