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Abstract
Although hepatoblastoma is the most common pediatric liver cancer, its genetic heterogeneity and therapeutic targets are not well elucidated. Therefore, we conducted a multiomics analysis, including mutatome, DNA methylome, and transcriptome analyses, of 59 hepatoblastoma samples. Based on DNA methylation patterns, hepatoblastoma was classified into three clusters exhibiting remarkable correlation with clinical, histological, and genetic features. Cluster F was largely composed of cases with fetal histology and good outcomes, whereas clusters E1 and E2 corresponded primarily to embryonal/combined histology and poor outcomes. E1 and E2, albeit distinguishable by different patient age distributions, were genetically characterized by hypermethylation of the HNF4A/CEBPA-binding regions, fetal liver-like expression patterns, upregulation of the cell cycle pathway, and overexpression of NQO1 and ODC1. Inhibition of NQO1 and ODC1 in hepatoblastoma cells induced chemosensitization and growth suppression, respectively. Our results provide a comprehensive description of the molecular basis of hepatoblastoma and rational therapeutic strategies for high-risk cases.
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1 The University of Tokyo, Department of Pediatrics, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
2 National Research Institute for Child Health and Development, Department of Maternal-Fetal Biology, Tokyo, Japan (GRID:grid.63906.3a) (ISNI:0000 0004 0377 2305)
3 Kyoto University, Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)
4 The University of Tokyo Hospital, Department of Pediatric Surgery, Tokyo, Japan (GRID:grid.412708.8) (ISNI:0000 0004 1764 7572)
5 National Center for Child Health and Development, Children’s Cancer Center, Tokyo, Japan (GRID:grid.63906.3a) (ISNI:0000 0004 0377 2305)
6 Kanagawa Children’s Medical Center, Department of Pathology, Kanagawa, Japan (GRID:grid.414947.b) (ISNI:0000 0004 0377 7528)
7 Kyushu University, Department of Pediatric Surgery, Faculty of Medical Sciences, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849)
8 Saitama Children’s Medical Center, Department of Hematology/Oncology, Saitama, Japan (GRID:grid.416697.b) (ISNI:0000 0004 0569 8102)
9 The University of Tokyo, Department of Urology, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
10 National Cancer Center Research Institute, Division of Molecular Oncology, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
11 National Cancer Center Research Institute, Center for Cancer Genomics and Advanced Therapeutics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
12 The University of Tokyo, Laboratory of DNA Information Analysis, Human Genome Center, The Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
13 Nagoya University, Department of Systems Biology, Graduate School of Medicine, Nagoya, Japan (GRID:grid.27476.30) (ISNI:0000 0001 0943 978X)
14 The University of Tokyo, Department of Pediatrics, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Graduate School of Biomedical Sciences, Hiroshima University, Department of Pediatrics, Hiroshima, Japan (GRID:grid.257022.0) (ISNI:0000 0000 8711 3200)
15 Jobu University, Gunma, Japan (GRID:grid.440883.3) (ISNI:0000 0001 0455 0526)
16 National Center for Child Health and Development, Division of Surgery, Department of Surgical Specialties, Tokyo, Japan (GRID:grid.63906.3a) (ISNI:0000 0004 0377 2305)
17 National Center for Child Health and Development, Transplantation Center, Tokyo, Japan (GRID:grid.63906.3a) (ISNI:0000 0004 0377 2305)
18 Kyushu University, Department of Anatomic Pathology, Graduate School of Medical Sciences, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849)
19 National Center for Child Health and Development, Department of Pathology, Tokyo, Japan (GRID:grid.63906.3a) (ISNI:0000 0004 0377 2305)
20 Nagoya Medical Center, Department of Advanced Diagnosis, Clinical Research Center, Nagoya, Japan (GRID:grid.410840.9) (ISNI:0000 0004 0378 7902)
21 Kyoto University, Department of Pathology and Tumor Biology, Graduate School of Medicine, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033); Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto, Japan (GRID:grid.258799.8); Karolinska Institute, Department of Medicine, Center for Hematology and Regenerative Medicine, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
22 The University of Tokyo, Department of Pediatrics, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Kyoto University, Department of Pediatrics, Graduate School of Medicine, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)