title: Transcriptome classification of HCC is related to gene alterations and to new therapeutic targets.
abstract: Hepatocellular carcinomas (HCCs) are a heterogeneous group of tumors that differ in risk factors and genetic alterations. We further investigated transcriptome-genotype-phenotype correlations in HCC. Global transcriptome analyses were performed on 57 HCCs and 3 hepatocellular adenomas and validated by quantitative RT-PCR using 63 additional HCCs. We determined loss of heterozygosity, gene mutations, promoter methylation of CDH1 and CDKN2A, and HBV DNA copy number for each tumor. Unsupervised transcriptome analysis identified 6 robust subgroups of HCC (G1-G6) associated with clinical and genetic characteristics. G1 tumors were associated with low copy number of HBV and overexpression of genes expressed in fetal liver and controlled by parental imprinting. G2 included HCCs infected with a high copy number of HBV and mutations in PIK3CA and TP53. In these first groups, we detected specific activation of the AKT pathway. G3 tumors were typified by mutation of TP53 and overexpression of genes controlling the cell cycle. G4 was a heterogeneous subgroup of tumors including TCF1-mutated hepatocellular adenomas and carcinomas. G5 and G6 were strongly related to beta-catenin mutations that lead to Wnt pathway activation; in particular, G6 tumors were characterized by satellite nodules, higher activation of the Wnt pathway, and E-cadherin underexpression.
  
  
  CONCLUSIONS
  These results have furthered our understanding of the genetic diversity of human HCC and have provided specific identifiers for classifying tumors. In addition, our classification has potential therapeutic implications because 50% of the tumors were related to WNT or AKT pathway activation, which potentially could be targeted by specific inhibiting therapies.
authors.affiliation: INSERM U674, CEPH Fondation Jean Dausset, Paris, France.
authors.forename: Sandrine
authors.initials: S
authors.lastname: Boyault
authors.forename: David S
authors.initials: DS
authors.lastname: Rickman
authors.forename: Aurélien
authors.initials: A
authors.lastname: de Reyniès
authors.forename: Charles
authors.initials: C
authors.lastname: Balabaud
authors.forename: Sandra
authors.initials: S
authors.lastname: Rebouissou
authors.forename: Emmanuelle
authors.initials: E
authors.lastname: Jeannot
authors.forename: Aurélie
authors.initials: A
authors.lastname: Hérault
authors.forename: Jean
authors.initials: J
authors.lastname: Saric
authors.forename: Jacques
authors.initials: J
authors.lastname: Belghiti
authors.forename: Dominique
authors.initials: D
authors.lastname: Franco
authors.forename: Paulette
authors.initials: P
authors.lastname: Bioulac-Sage
authors.forename: Pierre
authors.initials: P
authors.lastname: Laurent-Puig
authors.forename: Jessica
authors.initials: J
authors.lastname: Zucman-Rossi
mesh_terms: D000236:Adenoma / Q000145:classification / Q000188:drug therapy / Q000235:genetics / Q000378:metabolism; D006528:Carcinoma, Hepatocellular / Q000145:classification* / Q000188:drug therapy / Q000235:genetics* / Q000378:metabolism; D018797:Cell Cycle Proteins / Q000235:genetics / Q000378:metabolism; D058534:Class I Phosphatidylinositol 3-Kinases; D004273:DNA, Neoplasm / Q000235:genetics; D005260:Female; D015972:Gene Expression Regulation, Neoplastic; D052138:Genes, Neoplasm; D006801:Humans; D008113:Liver Neoplasms / Q000145:classification* / Q000188:drug therapy / Q000235:genetics* / Q000378:metabolism; D008297:Male; D008875:Middle Aged; D005810:Multigene Family; D009154:Mutation / Q000235:genetics; D028861:Nuclear Pore Complex Proteins / Q000235:genetics / Q000378:metabolism; D019869:Phosphatidylinositol 3-Kinases / Q000235:genetics / Q000378:metabolism; D051057:Proto-Oncogene Proteins c-akt / Q000235:genetics / Q000378:metabolism; D015398:Signal Transduction / Q000235:genetics; D014158:Transcription, Genetic; D016159:Tumor Suppressor Protein p53 / Q000235:genetics / Q000378:metabolism; D051153:Wnt Proteins / Q000235:genetics / Q000378:metabolism
chemical_list: D018797:Cell Cycle Proteins; D004273:DNA, Neoplasm; D028861:Nuclear Pore Complex Proteins; D016159:Tumor Suppressor Protein p53; D051153:Wnt Proteins; D019869:Phosphatidylinositol 3-Kinases; D058534:Class I Phosphatidylinositol 3-Kinases; C484760:PIK3CA protein, human; D051057:Proto-Oncogene Proteins c-akt