Therefore, a combined intervention targeting the complex regulatory network formed by HMGCR, TNF-α, and Hedgehog signaling pathways may offer novel therapeutic approaches to overcome tumor resistance and metastasis, thereby opening new avenues and strategies for cancer treatment. The gene discussed is HMGCR; the disease is cancer.