Gao Shipeng, Peng Xinyu, Zhang Shijie, Yang Jing, Guo Shuxia, Li Yu, Ma Rulin, Hu Yunhua, Mulatibieke Keerman, Zhang Xianghui, Wang Xinping, He Jia, Guo Heng
Department of Public Health, School of Medicine, Shihezi University, Shihezi, 832000, China.
Key Laboratory for Prevention and Control of Emerging Infectious Diseases and Public Health Security, The Xinjiang, Shihezi, 832000, China.
Sci Rep. 2025 Aug 20;15(1):30665. doi: 10.1038/s41598-025-12658-4.
Research has shown inconsistent links between triglyceride and glucose related indexes (TyG-related indexes) and metabolic dysfunction-associated fatty liver disease (MAFLD) across various groups and areas. Our research focuses on exploring these connections to improve early identification and prevention of MAFLD among rural residents in Xinjiang, China. A total of 10,703 rural residents were included in this cohort study. Cox regression modeling, receiver operating characteristic curves (ROC), restricted cubic spline (RCS) scores, subgroup analyses, and sensitivity analyses were used to conduct the study. Over a 5.7-year follow-up, 5.6% of participants developed MAFLD. Higher TyG-related indexes were linked to increased MAFLD risk after adjusting for confounders (P < 0.05). TyG-WHtR increased significantly in both sexes. The top quartile of TyG, TyG-BMI, TyG-WC, and TyG-WHtR had higher MAFLD risk compared to the bottom quartile, with TyG-BMI being the strongest predictor, particularly in unmarried individuals aged 18-30. Nonlinear relationships were observed for most TyG-related indexes and MAFLD risk, except for male TyG. ROC analysis confirmed the diagnostic value of TyG-related indexes for predicting MAFLD. TyG-related indexes were independently associated with MAFLD, with a stronger association observed in females. Furthermore, TyG-related indexes demonstrated predictive value for MAFLD, with TyG-BMI exhibiting the most robust predictive performance, particularly among unmarried individuals aged 18-30.
研究表明,在不同群体和地区中,甘油三酯与葡萄糖相关指标(TyG相关指标)和代谢功能障碍相关脂肪性肝病(MAFLD)之间的联系并不一致。我们的研究重点是探索这些关联,以改善中国新疆农村居民中MAFLD的早期识别和预防。本队列研究共纳入10703名农村居民。采用Cox回归模型、受试者工作特征曲线(ROC)、限制性立方样条(RCS)评分、亚组分析和敏感性分析进行研究。在5.7年的随访中,5.6%的参与者患上了MAFLD。在调整混杂因素后,较高的TyG相关指标与MAFLD风险增加相关(P<0.05)。TyG-WHtR在男女中均显著增加。与最低四分位数相比,TyG、TyG-BMI、TyG-WC和TyG-WHtR的最高四分位数具有更高的MAFLD风险,其中TyG-BMI是最强的预测因素,尤其是在18-30岁的未婚个体中。除男性TyG外,大多数TyG相关指标与MAFLD风险之间存在非线性关系。ROC分析证实了TyG相关指标对预测MAFLD的诊断价值。TyG相关指标与MAFLD独立相关,在女性中观察到更强的关联。此外,TyG相关指标对MAFLD具有预测价值,其中TyG-BMI表现出最强的预测性能,尤其是在18-30岁的未婚个体中。