Despite established roles of CAPG in promoting metastasis and ferroptosis in other cancers (e.g., gastric cancer via Wnt/β‐catenin [10], colorectal cancer via p53 [12]), its specific function in HCC–particularly in chemoresistance mechanisms–remains a critical unexplored gap. The gene discussed is CAPG; the disease is hepatocellular carcinoma.