Consequently, we aimed to investigate the discriminative potential of SLC2A1 and NDUFB9 in distinguishing between OA and RA, utilizing a sample cohort of 22 OA and 152 RA samples obtained from the GSE82107 dataset. The gene discussed is SLC2A1; the disease is rheumatoid arthritis.