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Hepatoblastoma is the most common malignant liver tumor in infants and preschool children, comprising 65% of pediatric liver malignancies in those under 15, with its incidence on the rise in recent years \[1\]. Standard therapy combines surgical resection and chemotherapy: early-stage patients boast a survival rate over 90%, yet high-risk cases only reach around 40%, highlighting unmet treatment needs. Notably, there is no universal definition for high-risk hepatoblastoma. The U.S. COG (AHEP0731) categorizes it as stage 4 disease, AFP \<100ng/ml at diagnosis (any stage), or small cell undifferentiated histology; conversely, SIOP includes factors like major vascular invasion (inferior vena cava/portal vein), intra-abdominal extrahepatic spread, distant metastasis, AFP \<100ng/ml, or tumor rupture, regardless of PRETEXT stage. To improve outcomes, international teams have tested intensifi
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