A total of 163 signaling pathways were obtained, and the 20 most closely related pathways were presented, including the phosphoinositide 3-kinase (PI3K)-Akt signaling pathway, lipid and atherosclerosis and hepatitis B (Fig. 1D). This evidence concerns the gene AKT1 and hepatitis B virus infection.