ORIGINAL RESEARCH article
Front. Public Health
Sec. Aging and Public Health
Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1595748
This article is part of the Research TopicImpact of Environmental Factors on Healthy Aging: Behavioral Pathways and Health OutcomesView all 13 articles
Impact of exposure of particulate matters on stroke risk: Exploring the influence of physical activity among middleaged and older adults in China
Provisionally accepted- Jinjiang Municipal Hospital, Quanzhou, Fujian Province, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background: Particulate matter is increasingly recognized as a critical environmental risk factor for stroke, particularly among older populations. Although physical activity confers substantial cerebrovascular benefits, it remains unclear how it might mediate or moderate the adverse influence of different sizes of particulate matter on stroke risk.A prospective cohort analysis was conducted using data from the China Health and Retirement Longitudinal Study, which enrolled adults aged ≥ 45 years from diverse regions across mainland China. Annual mean concentrations of PM1, PM2.5, and PM10 were estimated from 2010 to 2020 based on geocoded residential information. Incident stroke cases were identified through self-reported diagnoses and hospitalization records. Binary logistic mixed-effect models examined the associations between exposures to PM1, PM2.5, and PM10, respectively, and stroke risk. Subgroup and mediation analyses explored the roles of physical activity, gender, and job status.Results: Of 13,573 participants, 540 (4.0%) experienced an incident stroke during follow-up. After full adjustment for covariates, each 10 μg/m³ increment in PM1, PM2.5, and PM10 was significantly associated with higher stroke odds (odds ratios = 1.08, 1.05, and 1.04, all P < 0.01). Stronger relationships were observed among physically inactive individuals, women, and those who were unemployed or engaged in agricultural work. Mediation analysis indicated that physical activity accounted for approximately 19.6% of the detrimental effect of elevated PM2.5 on stroke likelihood, suggesting that reduced engagement in physical activity constitutes an important pathway through which finer particulate pollution exerts its harmful impact.Conclusions: Greater exposure to PM1, PM2.5, and PM10 substantially elevates the risk of stroke among middle-aged and older adults in China, especially in subgroups characterized by lower levels of physical activity and socioeconomic disadvantage.Physical activity partially mediates the effect of PM2.5 on stroke risk, underscoring the need for integrated public health interventions that address both environmental pollution and modifiable lifestyle factors. Future studies utilizing high-resolution exposure assessments and objective health measures could further elucidate causal mechanisms and guide strategies to mitigate pollution-related stroke.
Keywords: Particulate Matters, Stroke, physical activity, China, Middle-aged and older adults
Received: 18 Mar 2025; Accepted: 19 May 2025.
Copyright: © 2025 Fang, Hou, Cai, Guo and Cai. 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: Mingfa Cai, Jinjiang Municipal Hospital, Quanzhou, Fujian Province, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.