Dalecká Andrea, Jeong Ayoung, Szabó Daniel, Tamasi Balint, Imboden Medea, Schaffner Emmanuel, Keidel Dirk, Shen Youchen, Nieuwenhuijsen Mark, Cirach Marta, de Hoogh Kees, Vlaanderen Jelle, Vermeulen Roel, Peters Annette, Melén Erik, Peasey Anne, Bobák Martin, Pikhart Hynek, Probst-Hensch Nicole
RECETOX, Faculty of Science, Masaryk University, Brno, Czech Republic.
Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
Environ Epidemiol. 2025 May 8;9(3):e393. doi: 10.1097/EE9.0000000000000393. eCollection 2025 Jun.
The prevalence of metabolic syndrome (MetS) has increased rapidly, with considerable variation between European countries. The study examined the relationship between air pollutants, greenspace, and MetS and its components in the Czech and Swiss populations.
Cross-sectional data from the Czech Health, Alcohol and Psychosocial Factors in Eastern Europe (HAPIEE) (n = 4,931) and the Swiss cohort Study on Air Pollution and Lung and Heart Diseases in Adults (SAPALDIA) (n = 4,422) cohorts included participants aged 44-73 years. MetS was defined as abdominal obesity plus two additional components (hypertension, diabetes, low high-density lipoprotein cholesterol, and elevated triglycerides). Annual mean concentrations of PM, PM, NO, and greenspace (defined as the annual mean of normalized difference vegetation index within 500 m) were assigned to the individual residential level. We estimated odds ratios (OR) using multivariable logistic regressions with cluster-robust standard error, controlling for multiple confounders.
The prevalence of MetS was significantly higher in the Czech (51.1%) compared with Swiss (35.8%) population as were the concentration means of PM and PM. In HAPIEE, a 5 μg/m increase in PM was associated with 14% higher odds of MetS (OR = 1.14; 95% confidence interval [CI] = 1.01, 1.28). In SAPALDIA, no evidence was found for the associations between air pollutants and MetS (e.g. OR = 1.01; 95% CI = 0.90, 1.13 for PM). No protective effects of normalized difference vegetation index on MetS were observed. Upon inspection of MetS components, PM and PM exposures were associated with higher odds of hypertension and elevated triglycerides in HAPIEE only, while PM, PM and NO were associated with higher odds of diabetes in SAPALDIA only.
Individuals with higher exposures to PM may be at higher risk of MetS. The differential associations with MetS components between the cohorts deserve further investigation.
代谢综合征(MetS)的患病率迅速上升,欧洲国家之间存在显著差异。该研究调查了捷克和瑞士人群中空气污染物、绿地与代谢综合征及其组成部分之间的关系。
来自捷克东欧健康、酒精与社会心理因素研究(HAPIEE)(n = 4931)和瑞士成人空气污染与心肺疾病队列研究(SAPALDIA)(n = 4422)的横断面数据纳入了44至73岁的参与者。代谢综合征被定义为腹型肥胖加另外两个组成部分(高血压、糖尿病、低高密度脂蛋白胆固醇和高甘油三酯)。将颗粒物(PM)、细颗粒物(PM)、二氧化氮(NO)的年平均浓度以及绿地(定义为500米范围内归一化植被指数的年平均值)分配到个体居住水平。我们使用具有聚类稳健标准误的多变量逻辑回归估计比值比(OR),并控制多个混杂因素。
与瑞士人群(35.8%)相比,捷克人群(51.1%)中代谢综合征的患病率显著更高,PM和PM的浓度均值也是如此。在HAPIEE研究中,PM每增加5μg/m,代谢综合征的患病几率就会高出14%(OR = 1.14;95%置信区间[CI] = 1.01,1.28)。在SAPALDIA研究中,未发现空气污染物与代谢综合征之间存在关联的证据(例如,PM的OR = 1.01;95%CI = 0.90,1.13)。未观察到归一化植被指数对代谢综合征有保护作用。在检查代谢综合征的组成部分时,仅在HAPIEE研究中,PM和PM暴露与高血压和高甘油三酯的患病几率较高有关,而仅在SAPALDIA研究中,PM、PM和NO与糖尿病的患病几率较高有关。
暴露于较高水平PM的个体患代谢综合征的风险可能更高。队列之间与代谢综合征组成部分的差异关联值得进一步研究。