Department of Medical Statistics, School of Public Health & Center for Health Information Research & Sun Yat-sen Global Health Institute, Sun Yat-sen University, Guangzhou, China.
Global Health Research Center, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, China.
Ecotoxicol Environ Saf. 2023 Apr 1;254:114730. doi: 10.1016/j.ecoenv.2023.114730. Epub 2023 Mar 10.
Cardiovascular disease (CVD) mortality is associated with long-term particulate matter (PM) exposure. However, evidence from large, highly-exposed population cohort and observational-data-based causal inference approaches remains limited.
We examined the potential causal links between PM exposure and the CVD mortality in South China.
580,757 participants were recruited during 2009-2015 and followed up through 2020. Satellite-based annual concentrations of PM, PM, and PM (i.e., PM - PM) at 1 km spatial resolution were estimated and assigned to each participant. Marginal structural Cox models with time-varying covariates, adjusted using inverse probability weighting, were developed to evaluate the association between prolonged PM exposure and CVD mortality.
For overall CVD mortality, the hazard ratios and 95% confidence interval for each 1 μg/m increase in the annual average concentration of PM, PM, and PM were 1.033 (1.028-1.037), 1.028 (1.024-1.032), and 1.022 (1.012-1.033), respectively. All three PMs were linked to a higher mortality risk for myocardial infarction and ischemic heart disease (IHD). The mortality risk of chronic IHD and hypertension was linked to PM and PM. Significant association between PM and other heart disease mortality was also observed. The older, women, less-educated participants, or inactive participants exhibited particularly higher susceptibility. Participants who were generally exposed to PM concentrations below 70 μg/m were more vulnerable to PM-, PM- and PM-CVD mortality risks.
This large cohort study provides evidence for the potential causal links between increased CVD mortality and ambient PM exposure, as well as socio-demographics linked to the highest vulnerability.
心血管疾病(CVD)死亡率与长期颗粒物(PM)暴露有关。然而,来自大型、高暴露人群队列和基于观察数据的因果推断方法的证据仍然有限。
我们研究了中国南方 PM 暴露与 CVD 死亡率之间的潜在因果关系。
在 2009 年至 2015 年间招募了 580757 名参与者,并随访至 2020 年。以 1km 的空间分辨率估算了基于卫星的 PM、PM 和 PM(即 PM-PM)的年平均浓度,并将其分配给每个参与者。使用时间变化的协变量进行逆概率加权调整的边缘结构 Cox 模型,用于评估长时间 PM 暴露与 CVD 死亡率之间的关联。
对于总体 CVD 死亡率,每年平均浓度每增加 1μg/m 的 PM、PM 和 PM 的危害比和 95%置信区间分别为 1.033(1.028-1.037)、1.028(1.024-1.032)和 1.022(1.012-1.033)。所有三种 PM 都与心肌梗死和缺血性心脏病(IHD)的死亡率增加相关。慢性 IHD 和高血压的死亡率与 PM 和 PM 有关。PM 与其他心脏病死亡率之间也存在显著关联。年龄较大、女性、受教育程度较低或不活跃的参与者表现出特别高的易感性。一般暴露于 PM 浓度低于 70μg/m 的参与者更容易受到 PM、PM 和 PM-CVD 死亡率风险的影响。
这项大型队列研究为增加的 CVD 死亡率与环境 PM 暴露之间的潜在因果关系以及与最高脆弱性相关的社会人口统计学因素提供了证据。