UNLABELLED: This study explored the association between the hypersensitive C-reactive protein to albumin ratio (CAR) and fragility fractures in Chinese males. Results show that elevated levels of CAR were associated with an increased risk of fragility fractures and that this association was robust to adjustment for multiple potential confounders. PURPOSE: This study investigates the relationship between the hypersensitive C-reactive protein to albumin ratio (CAR) and fragility fractures in a Chinese male population. METHODS: A total of 48,186 male participants (age range 18-98 years old, average age 53.92 years) at baseline were recruited from the Kailuan Study and followed up for outcomes until 2022. The Cox proportional hazards model was used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for incident fragility fractures. The dose response between CAR and fracture risk was analyzed using restricted cubic splines. Additionally, the concordance index (C-index), net reclassification index (NRI), and integrated discrimination improvement (IDI) were utilized to assess the incremental predictive value of various indicators for the discrimination of fragility fractures. RESULTS: During an average follow-up of 11.17 years, 728 incident fragility fractures occurred among the 48,186 participants. Compared to participants in the second quartile of CAR, those in the highest quartile had a 49% increased risk of fragility fractures (HR = 1.49, 95% CI = 1.21-1.84) after adjusting for risk factors. Restricted cubic spline analysis showed a nonlinear relationship between CAR and the risk of fragility fractures. The C-index, continuous NRI, and IDI for predicting the risk of fragility fractures were 61.142%, 0.089 (p <
0.05), and 0.00009 (p <
0.05), respectively, which were higher than those of hs-CRP (C-index 0.6137, NRI 0.086, IDI 0.000074) and albumin (C- index 0.6116, NRI 0.068, IDI - 0.000004). CONCLUSION: Elevated levels of CAR were associated with an increased risk of fragility fractures and that this association was robust to adjustment for multiple potential confounders.