Notably, these genes demonstrated high diagnostic value in identifying both early and established RA (Figures 2F, G, Supplementary Table S9) in GSE89408 dataset (13), with COX7B, COX7C, and PDK1 achieving AUC values greater than 0.9, indicating strong discriminatory power. This evidence concerns the gene COX7C and rheumatoid arthritis.