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Integrative and Comparative Genomics Analysis of Early Hepatocellular Carcinoma Differentiated from Liver Regeneration in Young and Old

Overview
Journal Mol Cancer
Publisher Biomed Central
Date 2010 Jun 15
PMID 20540791
Citations 19
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Abstract

Background: Hepatocellular carcinoma (HCC) is the third-leading cause of cancer-related deaths worldwide. It is often diagnosed at an advanced stage, and hence typically has a poor prognosis. To identify distinct molecular mechanisms for early HCC we developed a rat model of liver regeneration post-hepatectomy, as well as liver cells undergoing malignant transformation and compared them to normal liver using a microarray approach. Subsequently, we performed cross-species comparative analysis coupled with copy number alterations (CNA) of independent early human HCC microarray studies to facilitate the identification of critical regulatory modules conserved across species.

Results: We identified 35 signature genes conserved across species, and shared among different types of early human HCCs. Over 70% of signature genes were cancer-related, and more than 50% of the conserved genes were mapped to human genomic CNA regions. Functional annotation revealed genes already implicated in HCC, as well as novel genes which were not previously reported in liver tumors. A subset of differentially expressed genes was validated using quantitative RT-PCR. Concordance was also confirmed for a significant number of genes and pathways in five independent validation microarray datasets. Our results indicated alterations in a number of cancer related pathways, including p53, p38 MAPK, ERK/MAPK, PI3K/AKT, and TGF-beta signaling pathways, and potential critical regulatory role of MYC, ERBB2, HNF4A, and SMAD3 for early HCC transformation.

Conclusions: The integrative analysis of transcriptional deregulation, genomic CNA and comparative cross species analysis brings new insights into the molecular profile of early hepatoma formation. This approach may lead to robust biomarkers for the detection of early human HCC.

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References
1.
Seya T, Tanaka N, Shinji S, Yokoi K, Koizumi M, Teranishi N . Lumican expression in advanced colorectal cancer with nodal metastasis correlates with poor prognosis. Oncol Rep. 2006; 16(6):1225-30. View

2.
Kim S, Lee S, Sung H, Choi I, Choi C, Kim B . Increased serum 90K and Galectin-3 expression are associated with advanced stage and a worse prognosis in diffuse large B-cell lymphomas. Acta Haematol. 2009; 120(4):211-6. DOI: 10.1159/000193223. View

3.
Li C, Hung Wong W . Model-based analysis of oligonucleotide arrays: model validation, design issues and standard error application. Genome Biol. 2001; 2(8):RESEARCH0032. PMC: 55329. DOI: 10.1186/gb-2001-2-8-research0032. View

4.
Yee J, Sadar M, Sin D, Kuzyk M, Xing L, Kondra J . Connective tissue-activating peptide III: a novel blood biomarker for early lung cancer detection. J Clin Oncol. 2009; 27(17):2787-92. PMC: 2698017. DOI: 10.1200/JCO.2008.19.4233. View

5.
Bea S, Salaverria I, Armengol L, Pinyol M, Fernandez V, Hartmann E . Uniparental disomies, homozygous deletions, amplifications, and target genes in mantle cell lymphoma revealed by integrative high-resolution whole-genome profiling. Blood. 2008; 113(13):3059-69. PMC: 2662646. DOI: 10.1182/blood-2008-07-170183. View