Moreover, we explored the therapeutic potential of HIF-1α inhibitor combined with anti–programmed cell death ligand 1 therapy to effectively prevent HCC angiogenesis and tumorigenesis in Gstz1-knockout mice, suggesting a potentially actionable strategy for HCC treatment. The gene discussed is HIF1A; the disease is hepatocellular carcinoma.