Body Composition

Associations between total and regional fat-to-muscle mass ratio with the risk of osteoarthritis: Mediating role of systemic immune-inflammation index.

TL;DR

A higher fat-to-muscle mass ratio in all body regions is associated with a higher risk of osteoarthritis, which is partially mediated by systemic inflammation as measured by the systemic immune-inflammation index.

Key Findings

Among 9,504 participants, 10.63% had osteoarthritis, and higher fat-to-muscle mass ratio (FMR) in all body regions was associated with increased OA risk.

  • 953 of 9,504 participants (10.63%) had OA
  • Data were drawn from adults aged ≥40 years from the 1999-2006 and 2011-2018 cycles of the National Health and Nutrition Examination Survey (NHANES)
  • OA status was determined by self-report
  • Total and region-specific FMR was assessed using dual-energy X-ray absorptiometry (DXA)

Each unit increase in arm, leg, trunk, and total FMR was independently associated with increased odds of osteoarthritis.

  • Odds ratio for OA per unit increase in arm FMR: 1.122 (95% CI: 1.082–1.163)
  • Odds ratio for OA per unit increase in leg FMR: 1.156 (95% CI: 1.101–1.213)
  • Odds ratio for OA per unit increase in trunk FMR: 1.142 (95% CI: 1.094–1.192)
  • Odds ratio for OA per unit increase in total FMR: 1.194 (95% CI: 1.131–1.260)
  • Associations were analyzed using logistic regression

Participants in the highest quartile of FMR had substantially greater OA risk compared to those in the lowest quartile across all body regions.

  • Highest vs. lowest quartile of arm FMR: 75.4% increased risk of OA
  • Highest vs. lowest quartile of leg FMR: 115.7% increased risk of OA
  • Highest vs. lowest quartile of trunk FMR: 113.6% increased risk of OA
  • Highest vs. lowest quartile of total FMR: 161.3% increased risk of OA

Restricted cubic spline analysis indicated a linear relationship between leg, trunk, and total FMR with OA prevalence.

  • Restricted cubic spline curves were used to characterize the dose-response relationship between FMR measures and OA
  • A linear relationship was observed for leg, trunk, and total FMR with OA
  • The nature of the relationship for arm FMR was not specified as linear in the abstract

The discriminatory performance of FMR measures for osteoarthritis was modest across all body regions.

  • Area under the curve (AUC) values ranged from 0.635 to 0.656 across arm, leg, trunk, and total FMR measures
  • These values indicate modest but limited ability of FMR to discriminate OA cases from non-cases

The systemic immune-inflammation index (SII) partially mediated the association between FMR and osteoarthritis.

  • SII mediated 2.4%–2.6% of the association between FMR measures and OA
  • Mediation analysis was conducted to determine the mediating role of SII
  • The mediation proportion was consistent across different regional FMR measures
  • The findings indicate that systemic inflammation explains only a small portion of the FMR–OA relationship

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Citation

Ge S, Zhang L, Shi J, Qiu J, Fu Q, Liu S. (2026). Associations between total and regional fat-to-muscle mass ratio with the risk of osteoarthritis: Mediating role of systemic immune-inflammation index.. Journal of orthopaedic surgery (Hong Kong). https://doi.org/10.1177/10225536261435725