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Methylation profiles reveal distinct subgroup of hepatocellular carcinoma patients with poor prognosis.
- Source :
-
PloS one [PLoS One] 2014 Aug 05; Vol. 9 (8), pp. e104158. Date of Electronic Publication: 2014 Aug 05 (Print Publication: 2014). - Publication Year :
- 2014
-
Abstract
- 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.
- Subjects :
- Adult
Aged
Aged, 80 and over
Cluster Analysis
CpG Islands genetics
Disease-Free Survival
Female
Gene Expression Regulation, Neoplastic
Genetic Loci
Humans
Male
Middle Aged
NF-kappa B metabolism
Reproducibility of Results
Sequence Analysis, DNA
Signal Transduction genetics
Carcinoma, Hepatocellular classification
Carcinoma, Hepatocellular genetics
DNA Methylation genetics
Liver Neoplasms classification
Liver Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1932-6203
- Volume :
- 9
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- PloS one
- Publication Type :
- Academic Journal
- Accession number :
- 25093504
- Full Text :
- https://doi.org/10.1371/journal.pone.0104158