GCG and osteoarthritis, knee: This study aims to systematically investigate the clinical efficacy and mechanisms of glucagon-like peptide-1 (GLP-1) receptor agonists (GLP-1 RAs) in the treatment of knee osteoarthritis (KOA), elucidate their underlying mechanisms, and propose potential future research directions.