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Interaction between walkability and fine particulate matter on ischemic heart disease: A prospective cohort study in China.
- Source :
-
Ecotoxicology and environmental safety [Ecotoxicol Environ Saf] 2025 Jan 15; Vol. 290, pp. 117520. Date of Electronic Publication: 2024 Dec 13. - Publication Year :
- 2025
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Abstract
- Background: Previous studies have suggested that neighborhoods characterized by higher walkability are related to a reduced risk of ischemic heart disease (IHD), whereas exposure to PM <subscript>2.5</subscript> is positively associated with risk of IHD. Nevertheless, their joint impact on IHD warrants further investigation.<br />Methods: This prospective cohort study was performed in Yinzhou, Ningbo, China, comprising 47,516 participants. Individual-level walkability and PM <subscript>2.5</subscript> were evaluated using a commercial walkability database and a land use regression (LUR) model, respectively. Hazard ratios (HRs) and 95 % confidence intervals (95 % CIs) were calculated using two Cox proportional hazards models: one based on two-year average PM <subscript>2.5</subscript> levels prior to baseline, and the other incorporating time-varying PM <subscript>2.5</subscript> assessed on a monthly scale. Dose-response relationships were explored using restricted cubic spline (RCS) functions. Interactions on both additive and multiplicative scales were assessed via relative excess risk due to interaction (RERI) and likelihood-ratio tests. Joint effects were explored and visualized using a 3D wireframe plot.<br />Results: Over a median follow-up of 5.14 years, 1735 incident cases of IHD were identified. Adjusted HRs (95 % CIs) were 1.56 (1.34-1.81) per 10 μg/m <superscript>3</superscript> increase in PM <subscript>2.5</subscript> and 0.96 (0.94-0.98) per 10-unit increase in walkability, with both exposures exhibiting non-linear dose-response relationships. Walkability and PM <subscript>2.5</subscript> were positively correlated (r <subscript>s</subscript> = 0.12, P < 0.001), and a multiplicative interaction was detected (P <subscript>interaction</subscript> = 0.019).<br />Conclusion: Walkability was inversely associated with risk of IHD, whereas exposure to PM <subscript>2.5</subscript> was positively associated with IHD. Notably, the pernicious effects of PM <subscript>2.5</subscript> could be attenuated in areas with higher levels of walkability. Our findings underscore the significance of walkable urban design, air quality improvement, as preventive strategies for IHD.<br />Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.<br /> (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Subjects :
- China epidemiology
Humans
Prospective Studies
Male
Female
Middle Aged
Environmental Exposure statistics & numerical data
Adult
Aged
Proportional Hazards Models
Air Pollution statistics & numerical data
Particulate Matter analysis
Myocardial Ischemia epidemiology
Myocardial Ischemia chemically induced
Walking
Air Pollutants analysis
Subjects
Details
- Language :
- English
- ISSN :
- 1090-2414
- Volume :
- 290
- Database :
- MEDLINE
- Journal :
- Ecotoxicology and environmental safety
- Publication Type :
- Academic Journal
- Accession number :
- 39674020
- Full Text :
- https://doi.org/10.1016/j.ecoenv.2024.117520