Quantifying the Health Benefits Linked to Reduced Traffic-Related PM <sub>2.5</sub> Exposure on Acute Coronary Syndrome Incidence in China
The transportation sector powered by fossil fuels is a significant contributor to PM2.5 pollution. Systematic evaluation of traffic-related PM2.5 on acute coronary syndrome (ACS) onset is not yet characterized, and the health benefits of reduced traffic-related PM2.5 and evidence-based mitigation strategies are currently absent. We investigated the association of ACS onset with short-term traffic-related PM2.5 exposure in a nationwide time-stratified case-crossover study, using 627,828 ACS cases extracted from the China Cardiovascular Association. We evaluated the risks of ACS onset associated with traffic-related PM2.5, calculated the attributable onsets, and then conducted cluster analysis using the K-means algorithm to identify priority cities for emission reduction. We found a robust association between traffic-related PM2.5 and ACS onset, i.e., an increased risk of 2.39% (95% CI: 1.79–3.00%) for same-day (lag 0) PM2.5 per 10 μg/m3 increase. The greatest health benefits due to a 1 μg/m3 PM2.5 reduction were achieved by traffic-related PM2.5, reaching 10,267 (95%CI: 4503–16,063) onsets per year. In addition, three obvious categories were clustered, and traffic-polluted cities were highlighted (cluster 2, not belonging to megacities), with high emissions and concentrations of traffic-related PM2.5. Therefore, intensified efforts to mitigate traffic-related PM2.5 emissions should be promoted, and the prioritization of emission reduction strategies in these traffic-polluted cities is imperative for safeguarding public health.
Authors
- Sijie Ding
- T. Liu (ORCID: https://orcid.org/0000-0003-2235-6158)
- Kaner Lu
- C. Li
- Yong Huo (ORCID: https://orcid.org/0000-0002-5407-8773)
- Qun Sun (ORCID: https://orcid.org/0000-0002-6880-0560)
- Li Zhang (ORCID: https://orcid.org/0000-0003-1152-8962)
- Lin Cai (ORCID: https://orcid.org/0000-0002-5860-9316)
- Jie Ban
- Shengli Li
- Yanping Lyu
- Feng Liu
- Jianlin Hu
- Can Zhang
- Yi Zhang
- Tiantian Li
- Chuanyu Gao
- Rongshan Li
- Chen Wang
- Peng Du
- Jing Yang
Institutions
- China Meteorological Administration (CN)
- Shanghai Jiao Tong University (CN)
- Chinese Center For Disease Control and Prevention (CN)
- Nanjing University of Information Science and Technology (CN)
- Peking University (CN)
- Fudan University (CN)
- Liuzhou General Hospital (CN)
- Zhumadian Central Hospital (CN)
- Third People's Hospital of Chengdu (CN)
- Suzhou Kowloon Hospital (CN)
- Shangqiu First People's Hospital (CN)
- Shanghai Xuhui Central Hospital (CN)
- Zhongshan Hospital (CN)
- Zhoukou City Academy of Agricultural Sciences (CN)
- Peking University First Hospital (CN)
- Taiwan Centers for Disease Control (TW)
- Tianjin Chest Hospital (CN)
- III V Lab (FR)
- Institute for Forecasting of the Slovak Academy of Sciences (SK)
Publication Details
- Journal
- Environment & Health
- Published
- 2026-03-13
- DOI
- https://doi.org/10.1021/envhealth.5c00615
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00