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Association between the uric acid to albumin ratio and hypertension: a cross-sectional study based on NHANES
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Gui-yuan YANG, Yi-ran LI, Yu-lin CHEN, Hong ZHANG, Kai-xuan LIN
Modern Preventive Medicine | 2025, 52(23) : 4403 - 4408
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Modern Preventive Medicine | 2025, 52(23): 4403-4408
• Clinical Medicine and Prevention •
Association between the uric acid to albumin ratio and hypertension: a cross-sectional study based on NHANES
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Gui-yuan YANG, Yi-ran LI, Yu-lin CHEN, Hong ZHANG, Kai-xuan LIN
Affiliations
  • Department of Internal Medicine I, Zhongshan Hospital of Chinese Medicine Affiliated to Guangzhou University of Chinese Medicine, Zhongshan, Guangdong 528400, China
Published: 2025-12-10 doi: 10.20043/j.cnki.MPM.202507208
Outline
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Objective

To investigate the association between the serum uric acid to albumin ratio (UAR) and hypertension.

Methods

This study included data from 23 552 U.S. adults from the NHANES database(2007—2016). Multivariable logistic regression models and smooth curve fitting were used to examine the linear and nonlinear relationships between UAR and hypertension. Threshold effect analysis was applied to identify inflection points, and subgroup analyses were conducted to assess the association across different populations. Finally, the diagnostic performance of UAR for hypertension was evaluated using receiver operating characteristic(ROC) curves.

Results

After adjusting for all confounding factors, multivariable logistic regression analysis showed that higher UAR was significantly associated with an increased prevalence of hypertension (OR=1.11, 95% CI: 1.09-1.13). Compared with the low UAR group, the middle (OR=1.14, 95% CI: 1.05-1.24) and high (OR=1.46, 95% CI: 1.33-1.60) UAR groups had significantly increased risks of hypertension(P<0.05). Smooth curve fitting revealed a J-shaped nonlinear relationship between UAR and hypertension. Threshold effect analysis indicated that below the threshold of 4.66, UAR was negatively correlated with hypertension (OR=0.75, 95% CI: 0.61-0.92), whereas above 4.66, a positive correlation was observed (OR=1.12, 95% CI: 1.10-1.14). Consistent results were obtained in subgroup analyses, and interaction effects were observed across subgroups stratified by sex, age, alcohol consumption, BMI, and diabetes (P<0.05). The ROC curve demonstrated that UAR had moderate predictive ability for hypertension, with an area under the curve (AUC) of 0.639.

Conclusion

UAR is closely associated with hypertension and may serve as a promising biomarker for assessing early hypertension risk.

Hypertension  /  Uric acid to albumin ratio  /  NHANES database
杨贵元, 李怡然, 陈瑜琳, 张泓, 林凯旋. 血清尿酸与白蛋白比值与高血压患病的关联性分析——基于NHANES的横断面研究. 现代预防医学, 2025 , 52 (23) : 4403 -4408 . DOI: 10.20043/j.cnki.MPM.202507208
Gui-yuan YANG, Yi-ran LI, Yu-lin CHEN, Hong ZHANG, Kai-xuan LIN. Association between the uric acid to albumin ratio and hypertension: a cross-sectional study based on NHANES[J]. Modern Preventive Medicine, 2025 , 52 (23) : 4403 -4408 . DOI: 10.20043/j.cnki.MPM.202507208
Year 2025 volume 52 Issue 23
35
18
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Article Info
doi: 10.20043/j.cnki.MPM.202507208
  • Receive Date:2025-07-13
  • Online Date:2026-11-02
  • Published:2025-12-10
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  • Received:2025-07-13
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    Department of Internal Medicine I, Zhongshan Hospital of Chinese Medicine Affiliated to Guangzhou University of Chinese Medicine, Zhongshan, Guangdong 528400, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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