Associations between total and regional fat-to-muscle mass ratio with the risk of osteoarthritis: Mediating role of systemic immune-inflammation index.
Ge S, Zhang L, et al. • Journal of orthopaedic surgery (Hong Kong) • 2026
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
Results
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)
Results
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
Results
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
Results
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
Results
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
Results
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
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