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. This evidence concerns the gene CYBA and osteoarthritis.