Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1782443702310928384 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4951400 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Korea Genome Organization |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT choiwonyoung classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters AT leejungwoo classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters AT leejinyoung classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters AT leesunmin classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters AT kimdawon classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters AT kimyoungjoon classificationofcoloncancerpatientsbasedonthemethylationpatternsofpromoters |