In summary, this study identified four hub genes (ACADL, CYBA, SLC19A2, and UCP2) associated with mitochondrial dysfunction and validated their expression in chondrocytes, which may enhance our understanding of the progression of osteoarthritis and provide prognostic biomarkers as well as therapeutic targets. Here, SLC19A2 is linked to osteoarthritis.