The top 10 significant KEGG pathways included the legionellosis related pathway, IL-17 signaling pathway, Rheumatoid arthritis pathway, PI3K-Akt signaling pathway, Kaposi’s sarcoma-associated herpesvirus infection and the proteoglycans in cancer pathways (Fig. 4). This evidence concerns the gene AKT1 and cancer.