Sex-Differences in Infrapatellar Fat Pad Size in Runners After Knee Surgery and Associations With Patellofemoral-Related Symptoms: TRAIL Cohort Cross-Sectional Study.
Hart H, Crossley K, et al. • Journal of orthopaedic research : official publication of the Orthopaedic Research Society • 2026
Females, but not males, exhibit a smaller fat pad volume after knee surgery compared with no surgery controls, and among runners with a history of knee surgery, fat pad volume does not appear to be associated with patellofemoral-related symptoms.
Key Findings
Results
Female runners with prior knee surgery had significantly smaller infrapatellar fat pad volumes compared to female controls without surgery.
Mean difference in fat pad volume was -1.80 cm³ (95% CI: -3.02, -0.57), p = 0.004
Models were adjusted for age, body mass, and height
The surgery group included 104 runners (49% female) and the control group included 99 runners (52% female)
Fat pad volumes were measured from knee magnetic resonance images
Results
Male runners with prior knee surgery did not show a significant difference in infrapatellar fat pad volume compared to male controls without surgery.
Mean difference in fat pad volume was 0.30 cm³ (95% CI: -1.39, 2.00), p = 0.723
Models were adjusted for age, body mass, and height
This contrasts with the statistically significant finding observed in females
Results
Among runners with prior knee surgery, infrapatellar fat pad volume was not associated with patellofemoral-related symptoms in females.
Average marginal effects: -0.035 (95% CI: -0.831, 83.10), p = 0.931
Zero-inflated beta regression models were used to evaluate these associations
Patellofemoral-related symptoms were evaluated using the patellofemoral pain and osteoarthritis subscale of the Knee injury and Osteoarthritis Outcome Score (KOOS)
Results
Among runners with prior knee surgery, infrapatellar fat pad volume was not associated with patellofemoral-related symptoms in males.
Average marginal effects: 0.255 (95% CI: -0.233, 23.30), p = 0.306
Zero-inflated beta regression models were used to evaluate these associations
Symptoms were assessed using the patellofemoral pain and osteoarthritis subscale of the KOOS
Results
The study identified a sex-specific association between knee surgery history and infrapatellar fat pad volume, with the effect present only in females.
This is described as a secondary exploratory analysis of a prospective cohort study (TRAIL cohort)
Total sample included 203 runners: 104 with prior knee surgery and 99 controls
Linear regression models were used to assess associations between prior knee surgery and fat pad volume, adjusted for age, body mass, and height
The sex-differentiated finding suggests potential sex-specific biological or surgical responses affecting fat pad tissue
What This Means
This research suggests that the infrapatellar fat pad — a cushioning structure located just below the kneecap — may be affected differently by knee surgery depending on a person's sex. In a study of over 200 recreational runners, women who had previously undergone knee surgery had measurably smaller fat pads (about 1.8 cubic centimeters smaller on average) compared to women who had never had knee surgery. This difference was not seen in men, suggesting that the fat pad may be more vulnerable to surgical effects in women, possibly due to biological differences in tissue response or healing.
Despite this structural difference in women, the study found that the size of the fat pad was not linked to knee pain symptoms around the kneecap in either men or women who had undergone surgery. This means that having a smaller fat pad after surgery did not necessarily translate into more patellofemoral (kneecap-related) pain or worse outcomes as measured by a standardized knee symptom questionnaire.
This research matters because it highlights that knee surgery may have sex-specific effects on joint structures, which could be relevant for rehabilitation and monitoring after surgery. However, since fat pad size alone was not associated with symptoms in this group, other factors likely play a role in determining who experiences kneecap-related pain after surgery. Clinicians and researchers may need to consider sex as an important variable when studying joint tissue changes and recovery following knee operations.
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Hart H, Crossley K, Mentiplay B, Sylvestre E, Haberfield M, Girdwood M, et al.. (2026). Sex-Differences in Infrapatellar Fat Pad Size in Runners After Knee Surgery and Associations With Patellofemoral-Related Symptoms: TRAIL Cohort Cross-Sectional Study.. Journal of orthopaedic research : official publication of the Orthopaedic Research Society. https://doi.org/10.1002/jor.70300