Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
Environ Int. 2016 Nov;96:91-97. doi: 10.1016/j.envint.2016.09.007. Epub 2016 Sep 14.
Epidemiological studies have reported significant association between ambient fine particulate matter air pollution (PM) and mortality, however, few studies have investigated the relationship of mortality with PM and associated mortality burden in China, especially in a multicity setting.
We investigated the PM-mortality association in six cities of the Pearl River Delta region from 2013 to 2015. We used generalized additive Poisson models incorporating penalized smoothing splines to control for temporal trend, temperature, and relative humidity. We applied meta-analyses using random-effects models to pool the effect estimates in the six cities. We also examined these associations in stratified analyses by sex, age group, education level and location of death. We further estimated the mortality burden (attributable fraction and attributable mortality) due to ambient PM exposures.
During the study period, a total of 316,305 deaths were recorded in the study area. The analysis revealed a significant association between PM and mortality. Specifically, a 10μg/m increase in 4-day averaged (lag) PM concentration corresponded to a 1.76% (95% confidence interval (CI): 1.47%, 2.06%) increase in total mortality, 2.19% (95% CI: 1.80%, 2.59%) in cardiovascular mortality, and 1.68% (95% CI: 1.00%, 2.37%) in respiratory mortality. The results were generally robust to model specifications and adjustment of gaseous air pollutants. We estimated that 0.56% (95% CI: 0.47%, 0.66%) and 3.79% (95% CI: 3.14%, 4.45%) of all-cause mortalities were attributable to PM using China's and WHO's air quality standards as the reference, corresponding to 1661 (95% CI: 1379, 1946) and 11,176 (95% CI: 9261, 13,120) attributable premature mortalities, respectively.
This analysis adds to the growing body of evidence linking PM with daily mortality, and mortality burdens, particularly in one Chinese region with high levels of air pollution.
流行病学研究报告称,环境细颗粒物(PM)空气污染与死亡率之间存在显著关联,然而,很少有研究调查 PM 与死亡率之间的关系以及在中国,特别是在多城市环境中的相关死亡率负担。
我们研究了 2013 年至 2015 年期间珠江三角洲地区六个城市的 PM 与死亡率之间的关系。我们使用广义加性泊松模型结合惩罚平滑样条来控制时间趋势、温度和相对湿度。我们使用随机效应模型进行荟萃分析,以汇总六个城市的效应估计值。我们还按性别、年龄组、教育水平和死亡地点进行分层分析,以检查这些关联。我们还进一步估计了由于环境 PM 暴露导致的死亡率负担(归因分数和归因死亡率)。
在研究期间,研究区域共记录了 316305 例死亡。分析表明 PM 与死亡率之间存在显著关联。具体而言,4 天平均(滞后)PM 浓度增加 10μg/m,总死亡率增加 1.76%(95%置信区间(CI):1.47%,2.06%),心血管死亡率增加 2.19%(95%CI:1.80%,2.59%),呼吸死亡率增加 1.68%(95%CI:1.00%,2.37%)。结果在模型规范和气体空气污染物的调整下基本保持稳健。我们估计,使用中国和世界卫生组织的空气质量标准作为参考,所有原因死亡率的 0.56%(95%CI:0.47%,0.66%)和 3.79%(95%CI:3.14%,4.45%)归因于 PM,对应于 1661 例(95%CI:1379,1946)和 11176 例(95%CI:9261,13120)归因于过早死亡。
这项分析增加了越来越多的证据,证明 PM 与每日死亡率和死亡率负担有关,特别是在中国空气污染水平较高的一个地区。