Among all genes, ADH1A and CYP26A1, along with VEGF-A and VEGF-C, showed a common involvement in the signal transduction pathways, which are reported as dysregulated in HCC, leading to uncontrolled cell division and metastasis [17]. The gene discussed is VEGFA; the disease is hepatocellular carcinoma.