PPI network analysis based on STRING and visualized via Cytoscape identified TNF, UBB, PPARG, TGFBR1, and PDGFRA as central hub genes (Fig. 5E), suggesting their critical involvement in RA-related pathways. This evidence concerns the gene TNF and rheumatoid arthritis.