Using comprehensive network pharmacology approaches, we identified three pivotal genes (c-Jun, ESR1, and MMP9) closely associated with HBV-related HCC pathogenesis and progression, including the highly bioactive compound bicuculline. This evidence concerns the gene MMP9 and hepatocellular carcinoma.