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Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old

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-...

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Autores principales: Colak, Dilek, Chishti, Muhammad A, Al-Bakheet, Al-Bandary, Al-Qahtani, Ahmed, Shoukri, Mohamed M, Goyns, Malcolm H, Ozand, Pinar T, Quackenbush, John, Park, Ben H, Kaya, Namik
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2898705/
https://www.ncbi.nlm.nih.gov/pubmed/20540791
http://dx.doi.org/10.1186/1476-4598-9-146
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author Colak, Dilek
Chishti, Muhammad A
Al-Bakheet, Al-Bandary
Al-Qahtani, Ahmed
Shoukri, Mohamed M
Goyns, Malcolm H
Ozand, Pinar T
Quackenbush, John
Park, Ben H
Kaya, Namik
author_facet Colak, Dilek
Chishti, Muhammad A
Al-Bakheet, Al-Bandary
Al-Qahtani, Ahmed
Shoukri, Mohamed M
Goyns, Malcolm H
Ozand, Pinar T
Quackenbush, John
Park, Ben H
Kaya, Namik
author_sort Colak, Dilek
collection PubMed
description 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-β 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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spelling pubmed-28987052010-07-08 Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old Colak, Dilek Chishti, Muhammad A Al-Bakheet, Al-Bandary Al-Qahtani, Ahmed Shoukri, Mohamed M Goyns, Malcolm H Ozand, Pinar T Quackenbush, John Park, Ben H Kaya, Namik Mol Cancer Research 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-β 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. BioMed Central 2010-06-12 /pmc/articles/PMC2898705/ /pubmed/20540791 http://dx.doi.org/10.1186/1476-4598-9-146 Text en Copyright ©2010 Colak et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Colak, Dilek
Chishti, Muhammad A
Al-Bakheet, Al-Bandary
Al-Qahtani, Ahmed
Shoukri, Mohamed M
Goyns, Malcolm H
Ozand, Pinar T
Quackenbush, John
Park, Ben H
Kaya, Namik
Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title_full Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title_fullStr Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title_full_unstemmed Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title_short Integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
title_sort integrative and comparative genomics analysis of early hepatocellular carcinoma differentiated from liver regeneration in young and old
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2898705/
https://www.ncbi.nlm.nih.gov/pubmed/20540791
http://dx.doi.org/10.1186/1476-4598-9-146
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