# Metabolic pathways linking air pollution to osteoarthritis: Insights from a prospective cohort

**Authors:** Bojun Zhang, Ping Li, Chaojun Yang, Zhixing Fan

PMC · DOI: 10.1371/journal.pone.0341125 · PLOS One · 2026-01-20

## TL;DR

This study finds that air pollution increases the risk of osteoarthritis through specific metabolic pathways, offering new insights into how environmental factors affect joint health.

## Contribution

The study identifies specific metabolic signatures that mediate the link between air pollution and osteoarthritis, offering novel insights into environmental contributions to musculoskeletal disease.

## Key findings

- Air pollution-related metabolic signatures were associated with a 9.5% increased risk of osteoarthritis.
- Metabolic pathways mediated 21.04% of the air pollution-osteoarthritis association.
- The strongest associations were observed for knee osteoarthritis.

## Abstract

To investigate metabolic pathways linking air pollution exposure to osteoarthritis (OA) development and quantify their mediating role in disease pathogenesis.

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.

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.

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.

## Linked entities

- **Diseases:** osteoarthritis (MONDO:0005178)

## Full-text entities

- **Diseases:** OA (MESH:D010003), knee OA (MESH:D020370), inflammatory (MESH:D007249)
- **Chemicals:** amino acids (MESH:D000596), fatty acids (MESH:D005227), NOx (-), NO2 (MESH:D009585)

## Full text

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## Figures

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## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12818614/full.md

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Source: https://tomesphere.com/paper/PMC12818614