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Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters

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 c...

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Autores principales: Choi, Wonyoung, Lee, Jungwoo, Lee, Jin-Young, Lee, Sun-Min, Kim, Da-Won, Kim, Young-Joon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korea Genome Organization 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4951400/
https://www.ncbi.nlm.nih.gov/pubmed/27445647
http://dx.doi.org/10.5808/GI.2016.14.2.46
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author Choi, Wonyoung
Lee, Jungwoo
Lee, Jin-Young
Lee, Sun-Min
Kim, Da-Won
Kim, Young-Joon
author_facet Choi, Wonyoung
Lee, Jungwoo
Lee, Jin-Young
Lee, Sun-Min
Kim, Da-Won
Kim, Young-Joon
author_sort Choi, Wonyoung
collection PubMed
description 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.
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spelling pubmed-49514002016-07-21 Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters Choi, Wonyoung Lee, Jungwoo Lee, Jin-Young Lee, Sun-Min Kim, Da-Won Kim, Young-Joon Genomics Inform Original Article 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. Korea Genome Organization 2016-06 2016-06-30 /pmc/articles/PMC4951400/ /pubmed/27445647 http://dx.doi.org/10.5808/GI.2016.14.2.46 Text en Copyright © 2016 by the Korea Genome Organization http://creativecommons.org/licenses/by-nc/4.0/ It is identical to the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/).
spellingShingle Original Article
Choi, Wonyoung
Lee, Jungwoo
Lee, Jin-Young
Lee, Sun-Min
Kim, Da-Won
Kim, Young-Joon
Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title_full Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title_fullStr Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title_full_unstemmed Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title_short Classification of Colon Cancer Patients Based on the Methylation Patterns of Promoters
title_sort classification of colon cancer patients based on the methylation patterns of promoters
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4951400/
https://www.ncbi.nlm.nih.gov/pubmed/27445647
http://dx.doi.org/10.5808/GI.2016.14.2.46
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