Further experiments established that G6PD serves as a key therapeutic target for hypoxia-driven stemness maintenance in HCC by functioning as a stemness regulator that interacts with HIF-1α to form a positive feedback loop under hypoxia. Here, HIF1A is linked to hepatocellular carcinoma.