Based on a network pharmacology-based analysis and experimental evidence, we demonstrated that the AKT/GSK3β/β-catenin signaling pathways were responsible for BHGJT-induced apoptosis in lung cancer cells. The gene discussed is GSK3B; the disease is lung cancer.