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Updated: Sep 10, 2025

A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information
Published on: July 1, 2020
Associations between metabolic traits and gout risk
Jiayi Sun1, Yingchao Guan1, Dong Zhao2
1Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Xinjiang Medical University, Urumqi, Xinjiang, China.
Abstract:
Gout is an inflammatory condition primarily driven by elevated serum urate levels, with metabolic factors playing key roles. Mendelian randomization (MR) was employed to assess the causal impact of 249 specific metabolic traits on gout risk. We used data from the UK Biobank as exposures and conducted a MR analysis with gout as the outcome of a large-scale association study. The inverse-variance-weighted method served as the primary analytical approach, supplemented by the weighted median and MR-Egger techniques. False discovery rate corrections and the MR Pleiotropy Residual Sum and Outlier method were applied to ensure robust results. Significant associations were found for alanine levels, glycoprotein acetyls, ratio of cholesteryl esters to total lipids in medium very low-density lipoprotein, ratio of triglycerides to phosphoglycerides, and triglyceride to total lipid ratio in very large high-density lipoprotein, indicating that these metabolic traits are causally linked to gout. Our findings confirmed the causal relationships between certain metabolic profiles and the risk of developing gout, highlighting potential targets for preventive and therapeutic interventions.
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