Oroxylin A directly targets transketolase (TKT) to suppress the non‐oxidative pentose phosphate pathway and activate p53 signalling, leading to growth inhibition of hepatocellular carcinoma (HCC) cells, tumours, and patient‐derived tumour organoids. Here, TP53 is linked to hepatocellular carcinoma.