In HCC, the ligand genes in C2 are mainly enriched in signaling pathways including PI3K-Akt signaling pathway, Rap1 signaling pathway, Ras signaling pathway, and ECM-receptor interaction (Figure 4(c)). The gene discussed is AKT1; the disease is hepatocellular carcinoma.