Furthermore, external verification was conducted in the GSE89408 RAN-seq dataset, and the result showed that the AUC values of PDK1, XBP1 and ACACB were all greater than 0.9 (Fig. 4B), indicating the abilities of these genes to accurately distinguish RA samples from HCs. The gene discussed is PDK1; the disease is rheumatoid arthritis.