Assessing the causal association between human blood metabolites and the risk of gout

Eur J Clin Invest. 2024 Mar;54(3):e14129. doi: 10.1111/eci.14129. Epub 2023 Nov 21.

Abstract

Background: The occurrence of gout is closely related to metabolism, but there is still a lack of evidence on the causal role of metabolites in promoting or preventing gout.

Methods: We applied a two-sample Mendelian randomization (MR) analysis to assess the association between 486 serum metabolites and gout using genome-wide association study statistics. The inverse variance weighting method was used to generate the main results, while sensitivity analyses using MR-Egger, weighted median, Cochran's Q test, Egger intercept test, and leave-one-out analysis, were performed to assess the stability and reliability of the results. We also performed a metabolic pathway analysis to identify potential metabolic pathways.

Results: After screening, 486 metabolites were retained for MR analysis. After screening by IVW and sensitivity analysis, 14 metabolites were identified with causal effect on gout (P < 0.05), among which hexadecanedioate was the most significant candidate metabolite associated with a lower risk of gout (IVW OR = 0.50; 95% CI = 0.38-0.67; P = 1.65 × 10-6 ). Metabolic pathway analysis identified one pathway that may be associated with the disease.

Conclusion: This MR study combining genomics with metabolomics provides a novel insight into the causal role of blood metabolites in the risk of gout, which implies that examination of certain blood metabolites would be a feasible strategy for screening populations with a higher risk of gout.

Keywords: Mendelian randomization; causality; gout; metabolites.

MeSH terms

  • Causality
  • Fatty Acids
  • Genome-Wide Association Study*
  • Gout* / genetics
  • Humans
  • Reproducibility of Results

Substances

  • Fatty Acids