ArticleFrontiers in public health2025
Spatiotemporal trends of ischemic stroke burden attributable to PM2.5 from 1990 to 2021.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Regional Disparities in Stroke Hospitalization and Mortality Associated with Long-Term Fine Particulate Matter Exposure: A Nationwide Ecological Study in Spain.Medical sciences (Basel, Switzerland) · 2026Article
- [Research Advances in the Pulmonary Carcinogenic Effects of Atmospheric Fine Particulate Matter Mediated by GPER].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2026Review
- PM2.5 as a driver of human health disorders: insights from the regulated cell death pathways.Military Medical Research · 2026Review
- Long-term exposure to fine particulate matter constituents and incident stroke risk among middle-aged and older adults in China: a cohort study.Frontiers in public health · 2026Article
- Long-term PM2.5 exposure and incident heart failure in the UK Biobank: relative and absolute risk estimates.Frontiers in public health · 2026Article
- Global burden and temporal trends of tuberculosis attributable to high sugar-sweetened beverage consumption: insights from the Global Burden of Disease Study 2021.Frontiers in nutrition · 2025Article
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Authors and funding
5 authors.
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Abstract
Background: To evaluate the spatiotemporal variation in ischemic stroke attributed to particulate matter 2.5 (PM2.5) on global, regional, and national scales from 1990 to 2021 is essential for mitigating air pollution and controlling ischemic stroke. Methods: The death and disability-adjusted life years (DALYs) were extracted from the Global Burden and Disease Study (GBD) 2021. We utilized joinpoint regression and decomposition analysis to assess PM2.5 exposure and pinpoint high-risk areas. Results: In 2021, PM2.5 caused approximately 0.90 million mortality and 18.29 million DALYs due to ischemic stroke worldwide. The age-standardized rates (ASRs) of ischemic stroke linked to ambient PM2.5 slightly declined, while those associated with household PM2.5 significantly decreased over the past 32 years. The burden of ischemic stroke attributable to ambient and household PM2.5 exhibited considerable heterogeneity across 204 countries. Household PM2.5 significantly affected ischemic stroke burdens in low Socio-demographic indices (SDI) regions, whereas ambient PM2.5 had a greater impact in middle, high-middle, and high SDI regions. In the regions with an SDI below 0.7, including Southern Sub-Saharan Africa and East, South, and Southeast Asia, there was a positive correlation between SDI and ASRs linked with ambient PM2.5. Notably, in the 65-95 age group, the age-specific rates associated with ambient PM2.5 showed a substantial decline among females, while the rates for males remained relatively stable. Conclusion: Our results presented that PM2.5 significantly affects global ischemic stroke burden, particularly among the male population and in low SDI regions. It highlighted the urgency of integrating PM2.5 reduction strategies with ischemic stroke prevention programs.
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