West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Joint first authorship.
J Glob Health. 2023 Jun 30;13:04061. doi: 10.7189/jogh.13.04061.
The correlation between altitude and metabolic syndrome has not been extensively studied, and the mediation effects of diet and physical activity remain unclear. We evaluated the cross-sectional correlations between altitude and metabolic syndrome and the possible mediation effects of diet and physical activity in China.
We included 89 485 participants from the China Multi-Ethnic Cohort. We extracted their altitude information from their residential addresses and determined if they had metabolic syndrome by the presence of three or more of the following components: abdominal obesity, reduced high-density lipoprotein cholesterol (HDL-C), elevated triglycerides, elevated glucose, and high blood pressure at recruitment. We conducted multivariable logistic regression and mediation analyses for all and separately for Han ethnic participants.
The participants had a mean age of 51.67 years and 60.56% were female. The risk difference of metabolic syndrome was -3.54% (95% confidence interval (CI) = -4.24, -2.86) between middle and low altitudes, -1.53% (95%CI = -2.53, -0.46) between high and low altitudes, and 2.01% (95% CI = 0.92, 3.09) between high and middle altitudes. Of the total estimated effect between middle and low altitude, the effect mediated by increased physical activity was -0.94% (95% CI = -1.04, -0.86). Compared to low altitude, the effects mediated by a healthier diet were -0.40% (95% CI = -0.47, -0.32) for middle altitude and -0.72% (95% CI = -0.87, -0.58) for high altitude. Estimates were similar in the Han ethnic group.
Living at middle and high altitudes was significantly associated with lower risk of metabolic syndrome compared to low altitude, with middle altitude having the lowest risk. We found mediation effects of diet and physical activity.
海拔与代谢综合征之间的相关性尚未得到广泛研究,饮食和体力活动的中介作用仍不清楚。我们评估了中国海拔与代谢综合征之间的横断面相关性,以及饮食和体力活动可能的中介作用。
我们纳入了来自中国多民族队列的 89485 名参与者。我们从他们的居住地址中提取了他们的海拔信息,并根据以下三个或更多指标确定他们是否患有代谢综合征:腹部肥胖、高密度脂蛋白胆固醇(HDL-C)降低、甘油三酯升高、血糖升高和高血压。我们对所有参与者和汉族参与者分别进行了多变量逻辑回归和中介分析。
参与者的平均年龄为 51.67 岁,60.56%为女性。中低海拔之间代谢综合征的风险差异为-3.54%(95%置信区间(CI)=-4.24,-2.86),高低海拔之间为-1.53%(95%CI=-2.53,-0.46),高海拔和中海拔之间为 2.01%(95%CI=0.92,3.09)。在中低海拔之间总估计效应中,由体力活动增加介导的效应为-0.94%(95%CI=-1.04,-0.86)。与低海拔相比,中海拔时健康饮食介导的效应为-0.40%(95%CI=-0.47,-0.32),高海拔时为-0.72%(95%CI=-0.87,-0.58)。汉族组的估计结果相似。
与低海拔相比,中海拔和高海拔生活与代谢综合征风险显著降低相关,中海拔的风险最低。我们发现了饮食和体力活动的中介作用。