ORIGINAL RESEARCH article

Front. Public Health

Sec. Environmental Health and Exposome

Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1537166

Joint Associations of PM10 and Smoking with the Risk of New-Onset Stroke in Middle-Aged and Elderly Chinese Adults: Findings from the CHARLS Cohort Study

Provisionally accepted
Shiqin  ChenShiqin Chen1Tian  LvTian Lv2Weiyu  LiWeiyu Li1Liang  YuLiang Yu2Gonghua  PanGonghua Pan1Ting  ShenTing Shen2*
  • 1Yuhuan Second People’s Hospital, Yuhuan, China
  • 2Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, China

The final, formatted version of the article will be published soon.

Background: The relationship between long-term exposure to particulate matter ≤ 10 μm in diameter (PM10), smoking, and stroke risk remains unclear. This study investigates their association. Methods: We analyzed data from 10,839 participants in the 2013 wave of the China Health and Retirement Longitudinal Study (CHARLS). Long-term PM10 exposure was estimated using the China High Air Pollution (CHAP) dataset, and incident stroke cases were self-reported during follow-up through 2018. Multivariable Cox proportional hazards models, restricted cubic spline (RCS) analyses, and joint exposure models were employed. Results: Each 1 μg/m³ increase in PM10 concentration was associated with a 0.3% higher risk of stroke (HR = 1.003; 95% CI: 1.000-1.005; P = 0.04). A nonlinear exposure-response relationship was observed (P for non-linearity = 0.04). Among PM10 exposure quartiles, only the third quartile (91.90-115.92 μg/m³) was significantly associated with increased stroke risk (HR = 1.36; 95% CI: 1.08-1.71; P < 0.01). Participants exposed to both high PM10 levels (≥ 91.9 μg/m³) and smoking had the highest stroke risk (HR = 1.72; 95% CI: 1.33-2.23; P < 0.01).No significant multiplicative or additive interaction between PM10 and smoking was found.Conclusion: Long-term PM10 exposure and smoking are independent risk factors for stroke.The elevated risk observed within a specific concentration range of PM10 suggests a potential threshold or saturation effect. Individuals exposed to both risk factors are particularly vulnerable, highlighting the need for integrated public health strategies targeting both air -3 -quality improvement and smoking cessation.

Keywords: Particulate matter 10, cigarette smoking, stroke risk, cohort study, Environmental Exposure

Received: 30 Nov 2024; Accepted: 14 May 2025.

Copyright: © 2025 Chen, Lv, Li, Yu, Pan and Shen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Ting Shen, Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, China

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