AUTHOR=Fang Zhongning , Hou Pengwei , Cai Chenzhu , Guo Xieli , Cai Mingfa TITLE=Impact of exposure of particulate matters on stroke risk: exploring the influence of physical activity among middle-aged and older adults in China JOURNAL=Frontiers in Public Health VOLUME=Volume 13 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1595748 DOI=10.3389/fpubh.2025.1595748 ISSN=2296-2565 ABSTRACT=BackgroundParticulate 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.MethodsA 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.ResultsOf 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 ~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.ConclusionsGreater 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.