Cai Shuya, Yang Yuxiang, Man Qingqing, Piao Wei, Nan Jing, Li Fusheng, Zhang Jian, Song Pengkun, Zhao Liyun, Yu Dongmei
NHC Key Laboratory of Public Nutrition and Health, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China.
NHC Key Laboratory of Public Nutrition and Health, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing 100050, China University Medical Center Groningen, Groningen 9713GZ, Netherlands.
Wei Sheng Yan Jiu. 2025 Jul;54(4):549-565. doi: 10.19813/j.cnki.weishengyanjiu.2025.04.004.
To explore the relationship between the triglyceride-glucose(TyG) index and the risk of new onset hypertension in Chinese adults aged 18 and above.
Data was extracted from follow-up study for Nutrition and Health of Chinese Residents(2021), which was conducted from May 2021 to December 2022. Stratified systematic sampling method was used to select 10 survey sites from 150 surveillance sites based on the Chinese Nutrition and Health Surveillance 2010-2012. demographic information, physical status, lifestyle were collected through questionnaire, physical measurements and laboratory tests. The TyG index was calculated using baseline fasting serum triglyceride and blood glucose, and was divided into quartiles(Q1-Q4). Multiple-adjusted logistic regression was used to test the association between the TyG index and the risk of hypertension, after adjusting for basic demographic information, physical characteristics, lifestyle behaviors, and intake of oil and salt. The restricted cubic spline model was applied to analyze the dose-response relationship between the TyG index and hypertension. Stratified analysis and interaction tests were conducted to evaluate the interaction in different subgroups.
A total of 2516 subjects with normal blood pressure at baseline was included, with mean TyG of 8.53±0.67 on baseline. And the rate of new onset hypertension was 57.95%. Significantly positive correlation trend was observed between the TyG index and hypertension(β=1.51, P<0.05). Consistently, high levels of TyG index were significantly associated with increased risk of new-onset hypertension when TyG index was grouped into quartiles. Compared with Q1, the risks were 1.28 times(95%CI 1.01-1.62, P<0.04), 1.39 times(95%CI 1.09-1.76, P=0.01), and 2.11 times(95%CI 1.64-2.71, P<0.01)in Q2-Q4, respectively. Restricted cubic spline analysis suggested a positive linear relationship between the TyG index and the incidence of hypertension(P_(overall)<0.01, P_(nonlinear) = 0.54). The associations were consistent in various subgroups(P<0.05) such as age, gender, living area, education, household income, second-hand smoking, physical activity, family history of hypertension, cooking salt and oil intake, overweight and obesity, and central obesity.
High TyG index was significantly associated with an increased risk of hypertension among Chinese adults.
探讨甘油三酯-葡萄糖(TyG)指数与18岁及以上中国成年人新发高血压风险之间的关系。
数据来自中国居民营养与健康随访研究(2021年),该研究于2021年5月至2022年12月进行。基于2010 - 2012年中国营养与健康监测,采用分层系统抽样方法从150个监测点中选取10个调查点。通过问卷调查、体格测量和实验室检测收集人口统计学信息、身体状况、生活方式等。使用基线空腹血清甘油三酯和血糖计算TyG指数,并分为四分位数(Q1 - Q4)。在调整基本人口统计学信息、身体特征、生活方式行为以及油盐摄入量后,采用多因素调整的逻辑回归分析来检验TyG指数与高血压风险之间的关联。应用受限立方样条模型分析TyG指数与高血压之间的剂量反应关系。进行分层分析和交互作用检验以评估不同亚组中的交互作用。
共纳入2516名基线血压正常的受试者,基线时TyG的平均值为8.53±0.67。新发高血压发生率为57.95%。观察到TyG指数与高血压之间存在显著的正相关趋势(β = 1.51,P < 0.05)。同样,当将TyG指数分为四分位数时,TyG指数高水平与新发高血压风险增加显著相关。与Q1相比,Q2 - Q4的风险分别为1.28倍(95%CI 1.01 - 1.62,P < 0.04)、1.39倍(95%CI 1.09 - 1.76,P = 0.01)和2.11倍(95%CI 1.64 - 2.71,P < 0.01)。受限立方样条分析表明TyG指数与高血压发病率之间存在正线性关系(P总体< 0.01,P非线性= 0.54)。在年龄、性别、居住地区、教育程度、家庭收入、二手烟暴露、身体活动、高血压家族史、烹饪盐和油摄入量、超重和肥胖以及中心性肥胖等各个亚组中,这种关联都是一致的(P < 0.05)。
高TyG指数与中国成年人高血压风险增加显著相关。