In silico analyses included bioactivity prediction, ADMET profiling, target identification, network pharmacology, pathway enrichment, and molecular docking against key HCC-related proteins (EGFR, BCL-2, and mTOR). This evidence concerns the gene EGFR and hepatocellular carcinoma.