Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
Authors:
Open Access
- 1 January 2016
- journal article
- Published by Korea Genome Organization in Genomics & Informatics
- Vol. 14 (2) , 46-52
Abstract
Diverse somatic mutations have been reported to serve as cancer drivers. Recently, it has also been reported that epigenetic regulation is closely related to cancer development. However, the effect of epigenetic changes on cancer is still elusive. In this study, we analyzed DNA methylation data on colon cancer taken from The Caner Genome Atlas. We found that several promoters were significantly hypermethylated in colon cancer patients. Through clustering analysis of differentially methylated DNA regions, we were able to define subgroups of patients and observed clinical features associated with each subgroup. In addition, we analyzed the functional ontology of aberrantly methylated genes and identified the G-protein-coupled receptor signaling pathway as one of the major pathways affected epigenetically. In conclusion, our analysis shows the possibility of characterizing the clinical features of colon cancer subgroups based on DNA methylation patterns and provides lists of important genes and pathways possibly involved in colon cancer development.Keywords
This publication has 21 references indexed in Scilit:
- Molecular Pathways Involved in Colorectal Cancer: Implications for Disease Behavior and PreventionInternational Journal of Molecular Sciences, 2013
- InnateDB: systems biology of innate immunity and beyond—recent updates and continuing curationNucleic Acids Research, 2012
- Diverse somatic mutation patterns and pathway alterations in human cancersNature, 2010
- DNA methylation markers in colorectal cancerCancer and Metastasis Reviews, 2010
- Fine-tuning of GPCR activity by receptor-interacting proteinsNature Reviews Molecular Cell Biology, 2009
- Cyclic AMP signalling pathways in the regulation of uterine relaxationBMC Pregnancy and Childbirth, 2007
- G-protein-coupled receptors and cancerNature Reviews Cancer, 2007
- Cholecystokinin and Gastrin ReceptorsPhysiological Reviews, 2006
- DNA methylation and gene silencing in cancerNature Clinical Practice Oncology, 2005
- The GDNF family: Signalling, biological functions and therapeutic valueNature Reviews Neuroscience, 2002