KEGG pathway analysis showed that these genes were involved in PI3K-Akt signaling pathway, MAPK signaling pathway, Rheumatoid arthritis, IL-17 signaling pathway and TNF signaling pathway (Fig. 1D). This evidence concerns the gene IL17A and rheumatoid arthritis.