Nonlinear U-shaped association between serum uric acid and erythrocyte sedimentation rate in ankylosing spondylitis: a sex-stratified analysis of turning points

Objectives Previous studies on the UA–inflammation relationship in ankylosing spondylitis have predominantly utilized traditional regression models assuming monotonic associations, masking non-linearities and sex-specific heterogeneity. This study aimed to characterize the sex-specific non-linear dose-response relationship between serum UA and ESR and to explore potential sex-specific turning points. Methods This retrospective study included 1,182 hospitalized AS patients. RCS models were employed to assess non-linear associations, with robustness validated via Bootstrap resampling. Multivariable logistic regression identified independent determinants of hyperuricemia; four progressively adjusted sensitivity models confirmed association stability; and sex-stratified analyses evaluated sex-specific heterogeneity. Results The overall cohort demonstrated a significant U-shaped UA–ESR association ( P for nonlinearity<0.001), with the fully adjusted turning point at 375 μmol/L (Bootstrap 95% CI: 365–386); the nonlinear model outperformed the linear specification (R 2 = 0.097 vs. 0.043). The turning point remained stable across all sensitivity models (375–390 μmol/L). Marked sex differences were confirmed ( P for interaction<0.001): males showed a robust U-shaped association (turning point: 371 μmol/L; R 2 = 0.081 vs. 0.021 for linear), whereas females showed a persistent linear negative correlation without a reproducible turning point ( P for nonlinearity=0.376). The U-shaped pattern was not replicated with CRP, which showed a purely linear inverse association ( P for nonlinearity=0.248), indicating that the rebound is ESR-specific. Conclusions This study demonstrates sex-specific nonlinear UA–ESR associations in AS, with a statistical turning point at approximately 371 μmol/L in males but no comparable turning point in females. These findings provide a hypothesis-generating framework for sex-stratified UA management in AS, pending prospective validation.

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Journal
Frontiers in Medicine
Published
2026-11-04
DOI
https://doi.org/10.3389/fmed.2026.1959076
Primary Topic
Gout, Hyperuricemia, Uric Acid
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article
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article

Nonlinear U-shaped association between serum uric acid and erythrocyte sedimentation rate in ankylosing spondylitis: a sex-stratified analysis of turning points

Yan Wu, Yongping Guo, Lingling He, Niansong Wang
Frontiers in Medicine
Gout, Hyperuricemia, Uric Acid
article

Nonlinear U-shaped association between serum uric acid and erythrocyte sedimentation rate in ankylosing spondylitis: a sex-stratified analysis of turning points

Yan Wu, Yongping Guo, Lingling He, Niansong Wang
article en

Abstract

Objectives Previous studies on the UA–inflammation relationship in ankylosing spondylitis have predominantly utilized traditional regression models assuming monotonic associations, masking non-linearities and sex-specific heterogeneity. This study aimed to characterize the sex-specific non-linear dose-response relationship between serum UA and ESR and to explore potential sex-specific turning points. Methods This retrospective study included 1,182 hospitalized AS patients. RCS models were employed to assess non-linear associations, with robustness validated via Bootstrap resampling. Multivariable logistic regression identified independent determinants of hyperuricemia; four progressively adjusted sensitivity models confirmed association stability; and sex-stratified analyses evaluated sex-specific heterogeneity. Results The overall cohort demonstrated a significant U-shaped UA–ESR association ( P for nonlinearity<0.001), with the fully adjusted turning point at 375 μmol/L (Bootstrap 95% CI: 365–386); the nonlinear model outperformed the linear specification (R 2 = 0.097 vs. 0.043). The turning point remained stable across all sensitivity models (375–390 μmol/L). Marked sex differences were confirmed ( P for interaction<0.001): males showed a robust U-shaped association (turning point: 371 μmol/L; R 2 = 0.081 vs. 0.021 for linear), whereas females showed a persistent linear negative correlation without a reproducible turning point ( P for nonlinearity=0.376). The U-shaped pattern was not replicated with CRP, which showed a purely linear inverse association ( P for nonlinearity=0.248), indicating that the rebound is ESR-specific. Conclusions This study demonstrates sex-specific nonlinear UA–ESR associations in AS, with a statistical turning point at approximately 371 μmol/L in males but no comparable turning point in females. These findings provide a hypothesis-generating framework for sex-stratified UA management in AS, pending prospective validation.

Frontiers in MedicineVol. 13
Shanghai Jiao Tong University (CN), Shanghai Sixth People's Hospital (CN)
Openalex Percentile: Top 13%
Gout, Hyperuricemia, Uric Acid
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