| Title: | Metabolic pathways linking air pollution to osteoarthritis: Insights from a prospective cohort |
| Journal: | PLOS ONE |
| Published: | 20 Jan 2026 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/41557648/ |
| DOI: | https://doi.org/10.1371/journal.pone.0341125 |
Publication 18613
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Abstract
OBJECTIVE: To investigate metabolic pathways linking air pollution exposure to osteoarthritis (OA) development and quantify their mediating role in disease pathogenesis.</p>
METHODS: This prospective cohort study utilized UK Biobank data from 220,872 participants. Air pollution exposure was assessed using land use regression models for PM₂.₅, PM₁₀, PM₂.₅ ₋ ₁₀, NO₂, and NOₓ, with composite scores constructed. Nuclear magnetic resonance metabolomics profiling quantified 251 circulating metabolites. Elastic net regression identified air pollution-related metabolic signatures. Cox proportional hazards models assessed associations of air pollution related metabolic profiles with incident OA. Causal mediation analysis quantified metabolic pathway mediation using counterfactual methods.</p>
RESULTS: During follow-up, 40,399 participants (18.3%) developed incident OA. Elastic net regression identified 50 metabolites associated with air pollution scores, encompassing lipoprotein subclasses (26%), fatty acids (16%), amino acids (12%), and inflammatory biomarkers. Air pollution-related metabolic signatures showed stronger associations with OA risk (HR 1.095, 95% CI: 1.082-1.108 per IQR increase) than air pollution scores alone (HR 1.030, 95% CI: 1.018-1.042). Effects were most pronounced for knee OA (HR 1.140, 95% CI: 1.118-1.162). Causal mediation analysis revealed that metabolic signatures mediated 21.04% (95% CI: 16.52%-41.95%) of the air pollution-OA association.</p>
CONCLUSION: Metabolic pathways significantly mediate air pollution-OA associations, providing novel insights into environmental contributions to musculoskeletal health and identifying potential therapeutic targets for prevention strategies.</p>
14 Keywords
- Aged
- Air Pollutants
- Air Pollution
- Biomarkers
- Female
- Humans
- Male
- Metabolic Networks and Pathways
- Metabolomics
- Middle Aged
- Osteoarthritis
- Particulate Matter
- Proportional Hazards Models
- Prospective Studies
4 Authors
- Bojun Zhang
- Ping Li
- Chaojun Yang
- Zhixing Fan
1 Application
| Application ID | Title |
|---|---|
| 170605 | Association analysis, causal inference, and modeling of genetic, environmental, lifestyle, and clinical determinants in the occurrence, progression, and prognosis of age-related diseases |
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