Hao Zikang, Guo Xinmeng, Wang Yitao, Yang Guang
School of Physical Education, Shandong University, Jinan 250061, China.
Laboratory of Exercise Science, Ocean University of China, Qingdao 261000, China.
Metabolites. 2024 Nov 23;14(12):651. doi: 10.3390/metabo14120651.
Studies suggest that the triglyceride-glucose index (TyG) is a novel and comprehensive marker of metabolic health. While most research indicates that increased physical activity (PA) is linked to improved metabolic health, some studies argue that the previous markers may not fully capture this relationship. This study uses TyG as a marker of metabolic health to examine the association between PA and TyG. Data are from cross-sectional surveys in three large population studies in China and the United States: CHARLS, CHNS, and NHANES. Regression models were applied to analyze the relationship between PA and TyG, with covariates adjusted in a stepwise manner. Stratified analysis was used to explore this relationship among different population groups, and, since it has been suggested that iron metabolism plays an important role in metabolic health, it was used as a mediating variable to construct a mediation model for analysis and discussion. Higher PA was significantly associated with lower TyG levels across all three databases ( < 0.001), and this relationship remained robust after full adjustment for covariates. This negative association was more pronounced in older males (over 45 years). Iron metabolism also mediated this relationship, with mediation proportions ranging from 10% to 12.5%. There is a significant inverse association between PA and TyG, suggesting a link between increased PA and metabolic health, with iron metabolism moderating this relationship, especially among older males.
研究表明,甘油三酯-葡萄糖指数(TyG)是代谢健康的一种新型综合标志物。虽然大多数研究表明,增加身体活动(PA)与改善代谢健康有关,但一些研究认为,先前的标志物可能无法完全体现这种关系。本研究使用TyG作为代谢健康的标志物,以检验PA与TyG之间的关联。数据来自中国和美国三项大型人群研究的横断面调查:中国健康与养老追踪调查(CHARLS)、中国健康与营养调查(CHNS)和美国国家健康与营养检查调查(NHANES)。应用回归模型分析PA与TyG之间的关系,并逐步调整协变量。采用分层分析来探讨不同人群组之间的这种关系,并且,由于有研究表明铁代谢在代谢健康中起重要作用,因此将其用作中介变量来构建中介模型进行分析和讨论。在所有三个数据库中,较高的PA与较低的TyG水平显著相关(<0.001),并且在对协变量进行完全调整后,这种关系仍然稳健。这种负相关在老年男性(45岁以上)中更为明显。铁代谢也介导了这种关系,中介比例在10%至12.5%之间。PA与TyG之间存在显著的负相关,表明增加PA与代谢健康之间存在联系,铁代谢调节了这种关系,尤其是在老年男性中。