KEGG analysis showed that hub genes were significantly enriched in the IL-17 signaling pathway, lipid and atherosclerosis, rheumatoid arthritis and TNF signaling pathway (Fig. 4b and Additional file 6: Table S6). This evidence concerns the gene TNF and atherosclerosis.