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Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype

Identification of specific gene expression signatures characteristic of oncogenic pathways is an important step toward molecular classification of human malignancies. Aberrant activation of the Met signaling pathway is frequently associated with tumor progression and metastasis. In this study, we de...

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Published in:The Journal of clinical investigation 2006-06, Vol.116 (6), p.1582-1595
Main Authors: Kaposi-Novak, Pal, Lee, Ju-Seog, Gòmez-Quiroz, Luis, Coulouarn, Cédric, Factor, Valentina M, Thorgeirsson, Snorri S
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container_title The Journal of clinical investigation
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creator Kaposi-Novak, Pal
Lee, Ju-Seog
Gòmez-Quiroz, Luis
Coulouarn, Cédric
Factor, Valentina M
Thorgeirsson, Snorri S
description Identification of specific gene expression signatures characteristic of oncogenic pathways is an important step toward molecular classification of human malignancies. Aberrant activation of the Met signaling pathway is frequently associated with tumor progression and metastasis. In this study, we defined the Met-dependent gene expression signature using global gene expression profiling of WT and Met-deficient primary mouse hepatocytes. Newly identified transcriptional targets of the Met pathway included genes involved in the regulation of oxidative stress responses as well as cell motility, cytoskeletal organization, and angiogenesis. To assess the importance of a Met-regulated gene expression signature, a comparative functional genomic approach was applied to 242 human hepatocellular carcinomas (HCCs) and 7 metastatic liver lesions. Cluster analysis revealed that a subset of human HCCs and all liver metastases shared the Met-induced expression signature. Furthermore, the presence of the Met signature showed significant correlation with increased vascular invasion rate and microvessel density as well as with decreased mean survival time of HCC patients. We conclude that the genetically defined gene expression signatures in combination with comparative functional genomics constitute an attractive paradigm for defining both the function of oncogenic pathways and the clinically relevant subgroups of human cancers.
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Aberrant activation of the Met signaling pathway is frequently associated with tumor progression and metastasis. In this study, we defined the Met-dependent gene expression signature using global gene expression profiling of WT and Met-deficient primary mouse hepatocytes. Newly identified transcriptional targets of the Met pathway included genes involved in the regulation of oxidative stress responses as well as cell motility, cytoskeletal organization, and angiogenesis. To assess the importance of a Met-regulated gene expression signature, a comparative functional genomic approach was applied to 242 human hepatocellular carcinomas (HCCs) and 7 metastatic liver lesions. Cluster analysis revealed that a subset of human HCCs and all liver metastases shared the Met-induced expression signature. 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We conclude that the genetically defined gene expression signatures in combination with comparative functional genomics constitute an attractive paradigm for defining both the function of oncogenic pathways and the clinically relevant subgroups of human cancers.</description><subject>Angiogenesis</subject><subject>Animals</subject><subject>Biomedical research</subject><subject>Cancer</subject><subject>Carcinoma, Hepatocellular - diagnosis</subject><subject>Carcinoma, Hepatocellular - genetics</subject><subject>Carcinoma, Hepatocellular - metabolism</subject><subject>Carcinoma, Hepatocellular - pathology</subject><subject>Cells, Cultured</subject><subject>Data analysis</subject><subject>Datasets</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genetic aspects</subject><subject>Genomics</subject><subject>Hepatocyte Growth Factor - metabolism</subject><subject>Hepatocytes - cytology</subject><subject>Hepatocytes - physiology</subject><subject>Humans</subject><subject>Liver cancer</subject><subject>Liver Neoplasms - diagnosis</subject><subject>Liver Neoplasms - genetics</subject><subject>Liver Neoplasms - metabolism</subject><subject>Liver Neoplasms - pathology</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Metastasis</subject><subject>Mice</subject><subject>Mice, Knockout</subject><subject>Middle Aged</subject><subject>Molecular Sequence Data</subject><subject>Motility</subject><subject>Neoplasm Metastasis</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Pathogenesis</subject><subject>Phenotype</subject><subject>Prognosis</subject><subject>Proto-Oncogene Proteins - genetics</subject><subject>Proto-Oncogene Proteins - metabolism</subject><subject>Proto-Oncogene Proteins c-met</subject><subject>Receptors, Growth Factor - genetics</subject><subject>Receptors, Growth Factor - metabolism</subject><subject>Survival Rate</subject><subject>Tumors</subject><issn>0021-9738</issn><issn>1558-8238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><recordid>eNqNkl2L1DAYhYMo7rgK_gIJXohedE3SNG1vhGXwY2Rlwa_bkEnetlnapCbpunvtHzc6o-7AXkgggeQ5J-HkIPSYkhNKa_by_XrDalaKO2hFq6opGlY2d9GKEEaLti6bI_QgxgtCKOcVv4-OqKgp4bVYoR8fIBUB-mVUCQyGqzlAjNY7HG3vVFoCYAOddRCxwnHZRkjYd3hYJuXwALNKXsM4Zn3AWgVtnZ9UxN9tGvDsfcBz8L3z0Wa9M1j1_e8LLgHPAzifrmd4iO51aozwaL8eoy9vXn9evyvOzt9u1qdnhRaUpYJXpKG0401rSsNqYRiUbMuF0ZUSLddmq1vGVJNnYlgnOGNGs65t6o4DKavyGL3a-c7LdgKjwaWgRjkHO6lwLb2y8vDE2UH2_lJSLljLeTZ4ujcI_tsCMckLvwSX3ywZIRVltBQZKnZQr0aQ1nU-e-keHGRL73KWefuU5vRFm_8u8ye38HkYmKy-VfDiQJCZBFepV0uMcvPp4_-z518P2Wc32AHUmIboxyXlNsRD8PkO1MHHGKD7GyEl8lcf5Z8-ZvTJzcj_gfsClj8BpQLbCw</recordid><startdate>20060601</startdate><enddate>20060601</enddate><creator>Kaposi-Novak, Pal</creator><creator>Lee, Ju-Seog</creator><creator>Gòmez-Quiroz, Luis</creator><creator>Coulouarn, Cédric</creator><creator>Factor, Valentina M</creator><creator>Thorgeirsson, Snorri S</creator><general>American Society for Clinical Investigation</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>S0X</scope><scope>5PM</scope></search><sort><creationdate>20060601</creationdate><title>Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype</title><author>Kaposi-Novak, Pal ; 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subjects Angiogenesis
Animals
Biomedical research
Cancer
Carcinoma, Hepatocellular - diagnosis
Carcinoma, Hepatocellular - genetics
Carcinoma, Hepatocellular - metabolism
Carcinoma, Hepatocellular - pathology
Cells, Cultured
Data analysis
Datasets
Female
Gene expression
Gene Expression Profiling
Gene Expression Regulation, Neoplastic
Genetic aspects
Genomics
Hepatocyte Growth Factor - metabolism
Hepatocytes - cytology
Hepatocytes - physiology
Humans
Liver cancer
Liver Neoplasms - diagnosis
Liver Neoplasms - genetics
Liver Neoplasms - metabolism
Liver Neoplasms - pathology
Male
Medical prognosis
Medical research
Medicine, Experimental
Metastasis
Mice
Mice, Knockout
Middle Aged
Molecular Sequence Data
Motility
Neoplasm Metastasis
Oligonucleotide Array Sequence Analysis
Pathogenesis
Phenotype
Prognosis
Proto-Oncogene Proteins - genetics
Proto-Oncogene Proteins - metabolism
Proto-Oncogene Proteins c-met
Receptors, Growth Factor - genetics
Receptors, Growth Factor - metabolism
Survival Rate
Tumors
title Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype
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