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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantifying the Health Benefits Linked to Reduced Traffic-Related PM 2.5 Exposure on Acute Coronary Syndrome Incidence in China

Sijie Ding, T. Liu, Kaner Lu, C. Li et al.
Environment & Health
Air Quality and Health Impacts
article

Quantifying the Health Benefits Linked to Reduced Traffic-Related PM 2.5 Exposure on Acute Coronary Syndrome Incidence in China

Sijie Ding, T. Liu, Kaner Lu, C. Li, Yong Huo, Qun Sun, Li Zhang, Lin Cai, 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
article en

Abstract

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.

Environment & Health
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)
Good health and well-being
Openalex Percentile: Top 25%
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.