Jiangtulu Bahabaike, Lan Chang Xin, Chen Jun Xi, Chen Xi, Wang Bin, Xue Tao
Institute of Reproductive and Child Health, Key Laboratory of Reproductive Health, National Health Commission of the People's Republic of China, Beijing 100191, China;Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
National Institute of Environmental Health, Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China.
Biomed Environ Sci. 2023 Jan 20;36(1):38-49. doi: 10.3967/bes2023.004.
This study aimed to investigate the association of ambient PM exposure with blood pressure (BP) at the population level in China.
A total of 14,080 participants who had at least two valid blood pressure records were selected from the China Health and Retirement Longitudinal Survey during 2011-2015. Their long-term PM exposure was assessed at the geographical level, on the basis of a regular 0.1° × 0.1° grid over China. A mixed-effects regression model was used to assess associations.
Each decrease of 10 μg/m in the 1 year-mean PM concentration (FPM) was associated with a decrease of 1.24 [95% confidence interval (): 0.84-1.64] mmHg systolic BP (SBP) and 0.50 (95% : 0.25-0.75) mmHg diastolic BP (DBP), respectively. A robust association was observed between the long-term decrease in PM and decreased BP in the middle-aged and older population. Using a generalized additive mixed model, we further found that SBP increased nonlinearly overall with FPM but in an approximately linear range when the FPM concentration was < 70 µg/m; In contrast, DBP increased approximately linearly without a clear threshold.
Efficient control of PM air pollution may promote vascular health in China. Our study provides robust scientific support for making the related air pollution control policies.
本研究旨在探讨中国人群中环境细颗粒物(PM)暴露与血压(BP)之间的关联。
从2011 - 2015年中国健康与养老追踪调查中选取了14,080名至少有两次有效血压记录的参与者。基于中国常规的0.1°×0.1°网格,在地理层面评估他们长期的PM暴露情况。采用混合效应回归模型评估关联。
1年平均PM浓度(FPM)每降低10 μg/m³,收缩压(SBP)分别降低1.24 [95%置信区间(CI):0.84 - 1.64] mmHg,舒张压(DBP)降低0.50(95% CI:0.25 - 0.75)mmHg。在中老年人群中观察到PM长期降低与血压降低之间存在显著关联。使用广义相加混合模型,我们进一步发现SBP总体上随FPM呈非线性增加,但当FPM浓度<70 μg/m³时处于近似线性范围;相比之下,DBP呈近似线性增加且无明确阈值。
有效控制PM空气污染可能促进中国人群的血管健康。我们的研究为制定相关空气污染控制政策提供了有力的科学支持。