Liang Ying-Zhi, Dong Jing, Zhang Jie, Wang Shuo, He Yan, Yan Yu-Xiang
Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China.
Municipal Key Laboratory of Clinical Epidemiology, Beijing, China.
Front Endocrinol (Lausanne). 2018 Mar 28;9:132. doi: 10.3389/fendo.2018.00132. eCollection 2018.
Chronic stress plays an important role in the development of type 2 diabetes mellitus (T2DM) and insulin resistance (IR). MicroRNAs (miRNAs) play key roles in mediating stress responses by regulating the expression of target genes. This study systematically screened and identified the neuroendocrine stress response-related circulating miRNAs which are associated with T2DM and IR.
Based on the differential plasma expression profiles between individuals with and without T2DM, stress-related miRNAs were selected from those differently expressed miRNAs whose targets are involved in known neuroendocrine pathway of stress response. Candidate miRNAs were further validated by quantitative real-time polymerase chain reaction in a large sample, including 112 T2DM patients, 72 individuals with impaired fasting glucose (IFG), and 94 healthy controls. The association between miRNA expression and potential risk of T2DM and IFG was assessed by multivariate logistic regression models. The miRNA predictors of IR were identified by stepwise multiple regression analysis. The diagnostic performance for T2DM was evaluated by area under the curve (AUC) of receiver operating characteristic (ROC).
let-7b, let-7i, miR-142, miR-144, miR-155, and miR-29a were selected as candidate miRNAs for validation. Increased expression of let-7b, miR-144, and miR-29a and decreased expression of miR-142 were significant independent predictors of T2DM, IFG, and IR ( < 0.0125). These miRNAs significantly correlated with stress hormone levels ( < 0.0125). A three-miRNA panel, including let-7b, miR-142, and miR-144 had a high accuracy for diagnosing T2DM (AUC = 0.871, 95% CI: 0.822-0.919).
let-7b, miR-142, miR-144, and miR-29a in plasma may be important markers of neuroendocrine stress response and may play a role in the pathogenesis of T2DM and IR.
慢性应激在2型糖尿病(T2DM)和胰岛素抵抗(IR)的发生发展中起重要作用。微小RNA(miRNA)通过调节靶基因表达在介导应激反应中发挥关键作用。本研究系统筛选并鉴定了与T2DM和IR相关的神经内分泌应激反应相关循环miRNA。
基于T2DM患者与非T2DM患者之间的血浆差异表达谱,从靶基因参与已知应激反应神经内分泌途径的差异表达miRNA中筛选出与应激相关的miRNA。候选miRNA在包括112例T2DM患者、72例空腹血糖受损(IFG)个体和94例健康对照的大样本中通过定量实时聚合酶链反应进一步验证。通过多变量逻辑回归模型评估miRNA表达与T2DM和IFG潜在风险之间的关联。通过逐步多元回归分析确定IR的miRNA预测因子。通过受试者工作特征(ROC)曲线下面积(AUC)评估T2DM的诊断性能。
选择let-7b、let-7i、miR-142、miR-144、miR-155和miR-29a作为候选miRNA进行验证。let-7b、miR-144和miR-29a表达增加以及miR-142表达降低是T2DM、IFG和IR的显著独立预测因子(<0.0125)。这些miRNA与应激激素水平显著相关(<0.0125)。一个包含let-7b、miR-142和miR-144的三miRNA组合对T2DM诊断具有较高准确性(AUC = 0.871,95%CI:0.822 - 0.919)。
血浆中的let-7b、miR-142、miR-144和miR-29a可能是神经内分泌应激反应的重要标志物,可能在T2DM和IR的发病机制中起作用。