Consequently, we speculated that AMPK plays an important role in regulating energy metabolism at TIME and improving the efficacy of tumor immunotherapy, but it should be tailored to different pathways at different stages of tumor development and manifestation. The gene discussed is PRKAB1; the disease is neoplasm.