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Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis

Hepatocellular Carcinoma (HCC) is one of the leading causes of cancer-associated mortality worldwide. However, the role of epigenetic changes such as aberrant DNA methylation in hepatocarcinogenesis remains largely unclear. In this study, we examined the methylation profiles of 59 HCC patients. Usin...

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Autores principales: Mah, Way-Champ, Thurnherr, Thomas, Chow, Pierce K. H., Chung, Alexander Y. F., Ooi, London L. P. J., Toh, Han Chong, Teh, Bin Tean, Saunthararajah, Yogen, Lee, Caroline G. L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122406/
https://www.ncbi.nlm.nih.gov/pubmed/25093504
http://dx.doi.org/10.1371/journal.pone.0104158
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author Mah, Way-Champ
Thurnherr, Thomas
Chow, Pierce K. H.
Chung, Alexander Y. F.
Ooi, London L. P. J.
Toh, Han Chong
Teh, Bin Tean
Saunthararajah, Yogen
Lee, Caroline G. L.
author_facet Mah, Way-Champ
Thurnherr, Thomas
Chow, Pierce K. H.
Chung, Alexander Y. F.
Ooi, London L. P. J.
Toh, Han Chong
Teh, Bin Tean
Saunthararajah, Yogen
Lee, Caroline G. L.
author_sort Mah, Way-Champ
collection PubMed
description Hepatocellular Carcinoma (HCC) is one of the leading causes of cancer-associated mortality worldwide. However, the role of epigenetic changes such as aberrant DNA methylation in hepatocarcinogenesis remains largely unclear. In this study, we examined the methylation profiles of 59 HCC patients. Using consensus hierarchical clustering with feature selection, we identified three tumor subgroups based on their methylation profiles and correlated these subgroups with clinicopathological parameters. Interestingly, one tumor subgroup is different from the other 2 subgroups and the methylation profile of this subgroup is the most distinctly different from the non-tumorous liver tissues. Significantly, this subgroup of patients was found to be associated with poor overall as well as disease-free survival. To further understand the pathways modulated by the deregulation of methylation in HCC patients, we integrated data from both the methylation as well as the gene expression profiles of these 59 HCC patients. In these patients, while 4416 CpG sites were differentially methylated between the tumors compared to the adjacent non-tumorous tissues, only 536 of these CpG sites were associated with differences in the expression of their associated genes. Pathway analysis revealed that forty-four percent of the most significant upstream regulators of these 536 genes were involved in inflammation-related NFκB pathway. These data suggest that inflammation via the NFκB pathway play an important role in modulating gene expression of HCC patients through methylation. Overall, our analysis provides an understanding on aberrant methylation profile in HCC patients.
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spelling pubmed-41224062014-08-12 Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis Mah, Way-Champ Thurnherr, Thomas Chow, Pierce K. H. Chung, Alexander Y. F. Ooi, London L. P. J. Toh, Han Chong Teh, Bin Tean Saunthararajah, Yogen Lee, Caroline G. L. PLoS One Research Article Hepatocellular Carcinoma (HCC) is one of the leading causes of cancer-associated mortality worldwide. However, the role of epigenetic changes such as aberrant DNA methylation in hepatocarcinogenesis remains largely unclear. In this study, we examined the methylation profiles of 59 HCC patients. Using consensus hierarchical clustering with feature selection, we identified three tumor subgroups based on their methylation profiles and correlated these subgroups with clinicopathological parameters. Interestingly, one tumor subgroup is different from the other 2 subgroups and the methylation profile of this subgroup is the most distinctly different from the non-tumorous liver tissues. Significantly, this subgroup of patients was found to be associated with poor overall as well as disease-free survival. To further understand the pathways modulated by the deregulation of methylation in HCC patients, we integrated data from both the methylation as well as the gene expression profiles of these 59 HCC patients. In these patients, while 4416 CpG sites were differentially methylated between the tumors compared to the adjacent non-tumorous tissues, only 536 of these CpG sites were associated with differences in the expression of their associated genes. Pathway analysis revealed that forty-four percent of the most significant upstream regulators of these 536 genes were involved in inflammation-related NFκB pathway. These data suggest that inflammation via the NFκB pathway play an important role in modulating gene expression of HCC patients through methylation. Overall, our analysis provides an understanding on aberrant methylation profile in HCC patients. Public Library of Science 2014-08-05 /pmc/articles/PMC4122406/ /pubmed/25093504 http://dx.doi.org/10.1371/journal.pone.0104158 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Mah, Way-Champ
Thurnherr, Thomas
Chow, Pierce K. H.
Chung, Alexander Y. F.
Ooi, London L. P. J.
Toh, Han Chong
Teh, Bin Tean
Saunthararajah, Yogen
Lee, Caroline G. L.
Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title_full Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title_fullStr Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title_full_unstemmed Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title_short Methylation Profiles Reveal Distinct Subgroup of Hepatocellular Carcinoma Patients with Poor Prognosis
title_sort methylation profiles reveal distinct subgroup of hepatocellular carcinoma patients with poor prognosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122406/
https://www.ncbi.nlm.nih.gov/pubmed/25093504
http://dx.doi.org/10.1371/journal.pone.0104158
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