Department of Cardiology, Zhongda Hospital Affiliated to Southeast University, Nanjing, China.
Endocrine. 2024 Sep;85(3):1228-1237. doi: 10.1007/s12020-024-03830-3. Epub 2024 Apr 20.
Insulin resistance (IR) is a pivotal pathogenesis characteristic of type 2 diabetes mellitus (T2DM). The current study aimed to explore the association between triglyceride/high-density lipoprotein cholesterol ratio (TG/HDL-c), triglyceride-glucose (TyG), and triglyceride glucose-body mass index (TyG-BMI), and T2DM incidence.
A total of 116,855 Chinese adults aged over 20 without diabetes were included. Multivariate Cox regression analysis and restricted cubic spine were utilized to investigate the association between IR indicators and T2DM. The T2DM risk across different quartiles of IR parameters was compared using Kaplan-Meier curves. The receiver operating characteristic analysis was used to investigate the predictive potential of each IR indicator for future T2DM.
A total of 2685 participants developed T2DM during a median follow-up of 2.98 years. The adjusted hazard ratios (HR) of incident T2DM were 1.177, 2.766, and 1.1018 for TG/HDL-c, TyG, and TyG-BMI, respectively. There were significant increasing trends of T2DM across the quartiles of TG/HDL-c, TyG, and TyG-BMI. The HRs of new-onset T2DM in the highest quartiles versus the lowest quartile of TG/HDL-c, TyG, and TyG-BMI were 3.298, 8.402, and 8.468. RCS revealed the nonlinear relationship between IR and T2DM risk. The correlations between IR and T2DM were more pronounced in subjects aged <40. TyG-BMI had the highest predictive value for incident T2DM (AUC = 0.774), with a cut-off value of 213.289.
TG/HDL-c, TyG, and TyG-BMI index were all significantly positively associated with higher risk for future T2DM. Baseline TyG-BMI level had high predictive value for the identification of T2DM.
胰岛素抵抗(IR)是 2 型糖尿病(T2DM)的关键发病机制特征。本研究旨在探讨甘油三酯/高密度脂蛋白胆固醇比值(TG/HDL-c)、甘油三酯-葡萄糖(TyG)和甘油三酯-葡萄糖-体重指数(TyG-BMI)与 T2DM 发病之间的关系。
共纳入 116855 名年龄在 20 岁以上且无糖尿病的中国成年人。采用多变量 Cox 回归分析和限制立方样条探讨 IR 指标与 T2DM 之间的关系。采用 Kaplan-Meier 曲线比较不同 IR 参数四分位区间的 T2DM 发病风险。采用受试者工作特征分析(ROC)探讨各 IR 指标对未来 T2DM 的预测潜力。
中位随访 2.98 年后,共有 2685 名参与者发生 T2DM。TG/HDL-c、TyG 和 TyG-BMI 校正后的 HR(95%CI)分别为 1.177(1.096-1.263)、2.766(2.354-3.254)和 1.1018(1.021-1.192)。TG/HDL-c、TyG 和 TyG-BMI 四分位区间的 T2DM 发病率呈明显上升趋势。与 TG/HDL-c、TyG 和 TyG-BMI 四分位最低组相比,最高组新诊断 T2DM 的 HR 分别为 3.298、8.402 和 8.468。RCS 显示 IR 与 T2DM 风险之间存在非线性关系。在<40 岁的人群中,IR 与 T2DM 的相关性更为显著。TyG-BMI 对新发 T2DM 的预测价值最高(AUC=0.774),截断值为 213.289。
TG/HDL-c、TyG 和 TyG-BMI 指数均与未来发生 T2DM 的风险显著正相关。基线 TyG-BMI 水平对 T2DM 的识别具有较高的预测价值。