Evaluating the causal effect of circulating proteome on the risk of osteoarthritis-related traits

Ann Rheum Dis. 2023 Dec;82(12):1606-1617. doi: 10.1136/ard-2023-224459. Epub 2023 Aug 18.

Abstract

Objectives: This study aims to identify circulating proteins that are causally associated with osteoarthritis (OA)-related traits through Mendelian randomisation (MR)-based analytical framework.

Methods: Large-scale two-sample MR was employed to estimate the effects of thousands of plasma proteins on 12 OA-related traits. Additional analyses including Bayesian colocalisation, Steiger filtering analysis, assessment of protein-altering variants and mapping expression quantitative trait loci to protein quantitative trait loci were performed to investigate the reliability of the MR findings; protein-protein interaction, pathway enrichment analysis and evaluation of drug targets were conducted to deepen the understanding and identify potential therapeutic targets of OA.

Results: Dozens of circulating proteins were identified to have putatively causal effects on OA-related traits, and a majority of these proteins were either drug targets or considered druggable.

Conclusions: Through MR analysis, we have identified numerous plasma proteins associated with OA-related traits, shedding light on protein-mediated mechanisms and offering promising therapeutic targets for OA.

Keywords: Cytokines; Epidemiology; Genetic; Osteoarthritis; Polymorphism.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bayes Theorem
  • Blood Proteins / genetics
  • Humans
  • Osteoarthritis* / genetics
  • Proteome*
  • Reproducibility of Results

Substances

  • Proteome
  • Blood Proteins