ArticleFrontiers in public health2024
Long-term air pollution and adverse meteorological factors might elevate the osteoporosis risk among adult Chinese.
Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 8 citations in OpenAlex.
- Research trends and hotspots in osteoporosis associated with gas molecules and related factors: a bibliometric analysis.Medical gas research · 2026Article
- Environmental Contaminants and Osteoporosis-Related Outcomes: A Systematic Review and Meta-Analysis.Toxics · 2026Review
- Association of sulfur dioxide exposure with sperm quality in reproductive-aged men: the mediating and moderating roles of essential elements in seminal plasma.Asian journal of andrology · 2026Article
- Social determinants of vulnerability to nitrogen oxide- and sulfur dioxide-related bone damage among postmenopausal women in the United States.Frontiers in public health · 2026Article
- Short-term air pollution and fracture admissions in Beijing.Frontiers in public health · 2025Article
- Socioeconomic status influences the relationship between residential green space and the risk of osteoporosis among rural adults: a large-scale population-based study.Frontiers in public health · 2025Observational
- Association Between Air Pollution and Osteoporosis with High-Risk Populations: A Narrative Review.Current osteoporosis reports · 2024Review
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Authors and funding
10 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Objective: This study aims to investigate the relationship between exposure to air pollution and adverse meteorological factors, and the risk of osteoporosis. Methods: We diagnosed osteoporosis by assessing bone mineral density through Dual-Energy X-ray absorptiometry in 2,361 participants from Jiangsu, China. Additionally, we conducted physical examinations, blood tests, and questionnaires. We evaluated pollution exposure levels using grid data, considering various lag periods (ranging from one to five years) based on participants' addresses. We utilized logistic regression analysis, adjusted for temperature, humidity, and individual factors, to examine the connections between osteoporosis and seven air pollutants: PM₁, PM₂.₅, PM₁₀, SO₂, NO₂, CO, and O₃. We assessed the robustness of our study through two-pollutant models and distributed lag non-linear models (DLNM) and explored susceptibility using stratified analyses. Results: In Jiangsu, China, the prevalence of osteoporosis among individuals aged 40 and above was found to be 15.1%. A consistent association was observed between osteoporosis and the five-year average exposure to most pollutants, including PM₂.₅, PM₁₀, CO, and O₃. The effects of PM₁₀ and CO remained stable even after adjusting for the presence of a second pollutant. However, the levels of PM₁ and PM₂.₅ were significantly influenced by O₃ levels. Individuals aged 60 and above, those with a BMI of 25 or higher, and males were found to be more susceptible to the effects of air pollution. Interestingly, males showed a significantly higher susceptibility to PM₁ and PM₂.₅ compared to females. This study provides valuable insights into the long-term effects of air pollution on osteoporosis risk among the adult population in China. Conclusion: This study indicates a potential association between air pollutants and osteoporosis, particularly with long-term exposure. The risk of osteoporosis induced by air pollution is found to be higher in individuals aged 60 and above, those with a BMI greater than 25, and males. These findings underscore the need for further research and public health interventions to mitigate the impact of air pollution on bone health.
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