Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN, USA.
Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA.
Clin Epigenetics. 2020 Jul 31;12(1):116. doi: 10.1186/s13148-020-00906-5.
Identification of islet β cell death prior to the onset of type 1 diabetes (T1D) or type 2 diabetes (T2D) might allow for interventions to protect β cells and reduce diabetes risk. Circulating unmethylated DNA fragments arising from the human INS gene have been proposed as biomarkers of β cell death, but this gene alone may not be sufficiently specific to report β cell death.
To identify new candidate genes whose CpG sites may show greater specificity for β cells, we performed unbiased DNA methylation analysis using the Infinium HumanMethylation 450 array on 64 human islet preparations and 27 non-islet human tissues. For verification of array results, bisulfite DNA sequencing of human β cells and 11 non-β cell tissues was performed on 5 of the top 10 CpG sites that were found to be differentially methylated. We identified the CHTOP gene as a candidate whose CpGs show a greater frequency of unmethylation in human islets. A digital PCR strategy was used to determine the methylation pattern of CHTOP and INS CpG sites in primary human tissues. Although both INS and CHTOP contained unmethylated CpG sites in non-islet tissues, they occurred in a non-overlapping pattern. Based on Naïve Bayes classifier analysis, the two genes together report 100% specificity for islet damage. Digital PCR was then performed on cell-free DNA from serum from human subjects. Compared to healthy controls (N = 10), differentially methylated CHTOP and INS levels were higher in youth with new onset T1D (N = 43) and, unexpectedly, in healthy autoantibody-negative youth who have first-degree relatives with T1D (N = 23). When tested in lean (N = 32) and obese (N = 118) youth, increased levels of unmethylated INS and CHTOP were observed in obese individuals.
Our data suggest that concurrent measurement of circulating unmethylated INS and CHTOP has the potential to detect islet death in youth at risk for both T1D and T2D. Our data also support the use of multiple parameters to increase the confidence of detecting islet damage in individuals at risk for developing diabetes.
在 1 型糖尿病(T1D)或 2 型糖尿病(T2D)发病前识别胰岛β细胞死亡可能有助于保护β细胞并降低糖尿病风险。从人类 INS 基因产生的未甲基化 DNA 片段已被提议作为β细胞死亡的生物标志物,但仅该基因可能不足以报告β细胞死亡。
为了确定新的候选基因,其 CpG 位点可能对β细胞具有更高的特异性,我们使用 Infinium HumanMethylation 450 阵列对 64 个人胰岛制剂和 27 个人非胰岛组织进行了无偏 DNA 甲基化分析。为了验证阵列结果,对 5 个人β细胞和 11 种非β细胞组织的人β细胞进行了 bisulfite DNA 测序,发现这 5 个 CpG 位点存在差异甲基化。我们确定 CHTOP 基因是候选基因,其 CpG 显示人胰岛中更高的非甲基化频率。使用数字 PCR 策略确定了原发性人组织中 CHTOP 和 INS CpG 位点的甲基化模式。尽管 INS 和 CHTOP 在非胰岛组织中都含有未甲基化的 CpG 位点,但它们的模式并不重叠。基于朴素贝叶斯分类器分析,这两个基因共同报告 100%的胰岛损伤特异性。然后在来自人类受试者血清的无细胞 DNA 上进行数字 PCR。与健康对照组(N = 10)相比,新诊断为 T1D 的年轻人(N = 43)和健康自身抗体阴性的年轻人(N = 23),他们的一级亲属患有 T1D,其 CHTOP 和 INS 的差异甲基化水平更高。在瘦(N = 32)和肥胖(N = 118)的年轻人中进行测试时,观察到肥胖个体中未甲基化的 INS 和 CHTOP 水平升高。
我们的数据表明,循环未甲基化 INS 和 CHTOP 的同时测量有可能在 T1D 和 T2D 风险的年轻人中检测到胰岛死亡。我们的数据还支持使用多个参数来增加检测处于糖尿病发病风险的个体中胰岛损伤的置信度。