Of note, we found a cluster which include several pathways associated with cancer development (Focal adhesion, ECM-receptor interaction, PI3K-Akt signaling pathway, MAPK signaling pathway, Ras signaling pathway, RAP1 signaling pathway and Proteoglycans in cancer) (shown in Fig. 4). This evidence concerns the gene AKT1 and cancer.