Liu Yue, Tao Lixin, Zhang Jie, Liu Jia, Li Haibin, Liu Xiangtong, Luo Yanxia, Zhang Jingbo, Wang Wei, Guo Xiuhua
Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing, People's Republic of China.
Beijing Municipal Key Laboratory of Clinical Epidemiology, Capital Medical University, Beijing, People's Republic of China.
Diabetes Metab Syndr Obes. 2020 Oct 23;13:3959-3968. doi: 10.2147/DMSO.S265537. eCollection 2020.
Few studies have considered the interplay between commuting mode and air pollution on obesity. The aim of this study was to examine whether workplace air pollutants exposure modifying the associations between different commuting mode and obesity.
A cross-sectional study of workers in Beijing was conducted in 2016. The study sample comprised 10,524 participants aged 18 to 65 years old. Outcomes were defined as overall obesity (BMI≥ 28 kg/m) and abdominal obesity (WC ≥ 85 cm in men and WC ≥ 80 cm in women). Commuting modes were divided into walking, cycling, bus, subway, and car or taxi. Logistic regression models were used to estimate odds ratios relating commuting mode to overall and abdominal obesity and stratified by gender, controlling for covariates.
The association between commuting mode and obesity was more strongly in men than women. In the fully adjusted models, compared with car or taxi commuters, cycling (men: OR=0.37, 95% CI=0.20 to 0.68) or bus (men: OR=0.58, 95% CI=0.36 to 0.94) counterparts had a lower risk of overall obesity. Compared with car or taxi commuters, walking (men: OR=0.57, 95% CI=0.36 to 0.91), bus (men: OR=0.59, 95% CI=0.39 to 0.89), or subway (men: OR=0.59, 95% CI=0.39 to 0.89) counterparts had a lower risk of abdominal obesity. We observed significant interactions between exposure PM and cycling on overall obesity in men. After adjusting for air pollutants, the association between commuting mode and obesity was slightly strengthened.
This study findings indicate that active (walking or cycling) or public (bus or subway) commuting modes were protected factors for overall and abdominal obesity among men. Air pollutants do not obscure the benefits of active or public commuting for obesity. These associations support the policy for increasing active or public commuting as a strategy to reduce the prevalence of obesity.
很少有研究考虑通勤方式与空气污染对肥胖的相互作用。本研究的目的是检验工作场所空气污染物暴露是否会改变不同通勤方式与肥胖之间的关联。
2016年对北京的工人进行了一项横断面研究。研究样本包括10524名年龄在18至65岁之间的参与者。结局定义为总体肥胖(BMI≥28kg/m²)和腹型肥胖(男性腰围≥85cm,女性腰围≥80cm)。通勤方式分为步行、骑自行车、乘坐公交车、地铁以及乘坐汽车或出租车。采用逻辑回归模型估计通勤方式与总体肥胖和腹型肥胖的比值比,并按性别分层,同时控制协变量。
通勤方式与肥胖之间的关联在男性中比在女性中更强。在完全调整模型中,与乘坐汽车或出租车通勤者相比,骑自行车(男性:OR=0.37,95%CI=0.20至0.68)或乘坐公交车(男性:OR=0.58,95%CI=0.36至0.94)的人总体肥胖风险较低。与乘坐汽车或出租车通勤者相比,步行(男性:OR=0.57,95%CI=0.36至0.91)、乘坐公交车(男性:OR=0.59,9%CI=0.39至0.89)或地铁(男性:OR=0.59,95%CI=0.39至0.89)的人腹型肥胖风险较低。我们观察到男性中,暴露于细颗粒物与骑自行车对总体肥胖存在显著交互作用。在调整空气污染物后,通勤方式与肥胖之间的关联略有增强。
本研究结果表明,积极的(步行或骑自行车)或公共的(公交车或地铁)通勤方式是男性总体肥胖和腹型肥胖的保护因素。空气污染物并未掩盖积极或公共通勤对肥胖的益处。这些关联支持将增加积极或公共通勤作为降低肥胖患病率策略的政策。