ORIGINAL RESEARCH article
Front. Public Health
Sec. Aging and Public Health
Volume 13 - 2025 | doi: 10.3389/fpubh.2025.1576204
This article is part of the Research TopicImpact of Environmental Factors on Healthy Aging: Behavioral Pathways and Health OutcomesView all 8 articles
The Gender Difference in the Effects of Air Pollution on the Risk of Spinal Osteoarthritis in Chinese Middle-Aged and Older Adults: A Prospective Cohort Study in China
Provisionally accepted- 1Institute of Regenerative Medicine and Orthopedics, Institutes of Health Central Plain, Xinxiang Medical University, Xinxiang, Henan Province, China
- 2Affiliated Hospital of Hebei University of Engineering, Handan, Hebei Province, China
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This study aimed to investigate whether exposure to multiple ambient air pollutants (PM 1 , PM 2.5 , PM 10 , O₃, and NO₂) elevates the risk of spinal osteoarthritis among middle-aged and older adults in China, and to further determine if there are gender-specific differences in vulnerability.Methods: A total of 7,663 participants aged 45 years and older, drawn from the China Health and Retirement Longitudinal Study (CHARLS), were followed from 2011 to 2020. Individuals free of spinal osteoarthritis at baseline were included. Annual mean concentrations of PM 1 , PM 2.5 , PM 10 , O₃, and NO₂ were extracted from the China High Air Pollutants (CHAP) dataset at a 1 km resolution (10 km for NO₂ in some years).Spinal osteoarthritis was identified via self-reported, physician-diagnosed cases involving the spine. Time-varying Cox proportional hazards regression models were used to evaluate hazard ratios (HR) and 95% confidence intervals (CI) per 10 μg/m³ increase in pollutant concentrations. All analyses accounted for demographic, socioeconomic, lifestyle, and spatial/seasonal factors, and explored potential effect modification by gender.During the median 7-year (IQR: 4-9 years) follow-up, 1,556 participants newly reported spinal osteoarthritis. After adjusting for confounders, each 10 μg/m³ increment of PM 1 , PM 2.5 , PM 10 , and NO₂ was associated with a significant rise in the incidence of spinal osteoarthritis (13.8%, 6.8%, 5.1%, and 17.4%, respectively), while O₃ showed a weaker and non-significant effect (1.1%). Notably, stratified analyses revealed that female participants exhibited pronounced vulnerability to PM 1 , PM 2.5 , PM 10 , and NO₂ exposures, whereas the associations in males were not statistically significant.Conclusions: This prospective study indicates that higher concentrations of particulate matter and traffic-related pollutants may contribute to an elevated risk of spinal osteoarthritis, particularly among women. These findings underscore the importance of incorporating musculoskeletal health into air quality management and highlight the value of targeted interventions-such as reducing ambient pollution and monitoring high-risk groups-to mitigate the burden of spinal osteoarthritis in rapidly urbanizing areas.
Keywords: Spinal osteoarthritis, Air Pollution, cohort study, Gender difference, China
Received: 18 Feb 2025; Accepted: 14 Apr 2025.
Copyright: © 2025 Zhou, Guo, Liu and Zhu. 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: Zhenjun Zhu, Institute of Regenerative Medicine and Orthopedics, Institutes of Health Central Plain, Xinxiang Medical University, Xinxiang, 453003, Henan Province, China
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