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Increased uric acid and the risk of hepatic steatosis and non-alcoholic fatty liver disease based on NHANES and Mendelian randomization studies
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Jie TAN1, Yu-ping CAO2, Si CHEN1
Modern Preventive Medicine | 2025, 52(3) : 418 - 423
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Modern Preventive Medicine | 2025, 52(3): 418-423
Epidemiology and Statistical Methods
Increased uric acid and the risk of hepatic steatosis and non-alcoholic fatty liver disease based on NHANES and Mendelian randomization studies
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Jie TAN1, Yu-ping CAO2, Si CHEN1
Affiliations
  • Department of Gastroenterology, First Affiliated Hospital of University of Science and Technology of China (Anhui Provincial Hospital), Hefei, Anhui 230001, China
Published: 2025-02-10 doi: 10.20043/j.cnki.MPM.202409005
Outline
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Objective

To explore the relationship between uric acid and the risk of hepatic steatosis and non-alcoholic fatty liver disease (NAFLD), providing new insights for the prevention of NAFLD.

Methods

Utilizing data from the 2017-2018 NHANES population and summary data from genome-wide association studies (GWAS), the association between uric acid and the risk of hepatic steatosis and NAFLD was analyzed using restricted cubic spline models, generalized linear models, and binary logistic regression models. The inverse variance weighted method was employed as the primary approach for Mendelian randomization (MR) analysis to assess the causal relationship between uric acid and NAFLD. Additional verification of results was conducted using MR Egger regression, weighted median methods, simple models, and weighted models, followed by sensitivity testing.

Results

After adjusting for all covariates, a linear relationship was observed between uric acid and the risks of hepatic steatosis and NAFLD (Pnon-linear > 0.05). Populations with higher uric acid levels exhibited increased risks of hepatic steatosis (β=3.559,95%CI: 1.722-5.395, P < 0.001) and NAFLD (OR=1.151, 95%CI: 1.048-1.265, P=0.003). The MR analysis using the inverse variance weighted method indicated a causal relationship between uric acid and NAFLD (OR=1.68, 95%CI: 1.01-2.81, P=0.049),with the other four analytical methods providing similar directional causal inferences. Sensitivity tests suggested no significant heterogeneity or horizontal pleiotropy among instrumental variables (P > 0.05), and the results were not influenced by individual genetic variations.

Conclusion

Uric acid is positively linearly correlated with the risk of hepatic steatosis and NAFLD, indicating that controlling uric acid levels may play a crucial role in the prevention and management of NAFLD.

Uric acid  /  Non-alcoholic fatty liver disease  /  NHANES  /  Mendelian randomization  /  Causal inference
Jie TAN, Yu-ping CAO, Si CHEN. Increased uric acid and the risk of hepatic steatosis and non-alcoholic fatty liver disease based on NHANES and Mendelian randomization studies[J]. Modern Preventive Medicine, 2025 , 52 (3) : 418 -423 . DOI: 10.20043/j.cnki.MPM.202409005
Year 2025 volume 52 Issue 3
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Article Info
doi: 10.20043/j.cnki.MPM.202409005
  • Receive Date:2024-09-01
  • Online Date:2026-03-18
  • Published:2025-02-10
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  • Received:2024-09-01
Affiliations
    Department of Gastroenterology, First Affiliated Hospital of University of Science and Technology of China (Anhui Provincial Hospital), Hefei, Anhui 230001, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

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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