Thus, the hub genes, which might play a crucial role in RA progression, were IL6, TNF, TP53, AKT1, JUN, VEGFA, MAPK3, STAT3, IL1B, and PTGS2. Here, PTGS2 is linked to rheumatoid arthritis.