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Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome
The aim of this study was to clarify the significance of DNA methylation alterations during gastric carcinogenesis. Single-CpG resolution genome-wide DNA methylation analysis using the Infinium assay was performed on 109 samples of non-cancerous gastric mucosa (N) and 105 samples of tumorous tissue...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417340/ https://www.ncbi.nlm.nih.gov/pubmed/25740824 http://dx.doi.org/10.1093/carcin/bgv013 |
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author | Yamanoi, Kazuhiro Arai, Eri Tian, Ying Takahashi, Yoriko Miyata, Sayaka Sasaki, Hiroki Chiwaki, Fumiko Ichikawa, Hitoshi Sakamoto, Hiromi Kushima, Ryoji Katai, Hitoshi Yoshida, Teruhiko Sakamoto, Michiie Kanai, Yae |
author_facet | Yamanoi, Kazuhiro Arai, Eri Tian, Ying Takahashi, Yoriko Miyata, Sayaka Sasaki, Hiroki Chiwaki, Fumiko Ichikawa, Hitoshi Sakamoto, Hiromi Kushima, Ryoji Katai, Hitoshi Yoshida, Teruhiko Sakamoto, Michiie Kanai, Yae |
author_sort | Yamanoi, Kazuhiro |
collection | PubMed |
description | The aim of this study was to clarify the significance of DNA methylation alterations during gastric carcinogenesis. Single-CpG resolution genome-wide DNA methylation analysis using the Infinium assay was performed on 109 samples of non-cancerous gastric mucosa (N) and 105 samples of tumorous tissue (T). DNA methylation alterations in T samples relative to N samples were evident for 3861 probes. Since N can be at the precancerous stage according to the field cancerization concept, unsupervised hierarchical clustering based on DNA methylation levels was performed on N samples (β(N)) using the 3861 probes. This divided the 109 patients into three clusters: A (n = 20), B1 (n = 20), and B2 (n = 69). Gastric carcinomas belonging to Cluster B1 showed tumor aggressiveness more frequently than those belonging to Clusters A and B2. The recurrence-free and overall survival rates of patients in Cluster B1 were lower than those of patients in Clusters A and B2. Sixty hallmark genes for which β(N) characterized the epigenetic clustering were identified. We then focused on DNA methylation levels in T samples (β(T)) of the 60 hallmark genes. In 48 of them, including the ADAM23, OLFM4, AMER2, GPSM1, CCL28, DTX1 and COL23A1 genes, β(T) was again significantly correlated with tumor aggressiveness, and the recurrence-free and/or overall survival rates. Multivariate analyses revealed that β(T) was a significant prognostic factor, being independent of clinicopathological parameters. These data indicate that DNA methylation profiles at the precancerous stage may be inherited by gastric carcinomas themselves, thus determining tumor aggressiveness and patient outcome. |
format | Online Article Text |
id | pubmed-4417340 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-44173402015-05-12 Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome Yamanoi, Kazuhiro Arai, Eri Tian, Ying Takahashi, Yoriko Miyata, Sayaka Sasaki, Hiroki Chiwaki, Fumiko Ichikawa, Hitoshi Sakamoto, Hiromi Kushima, Ryoji Katai, Hitoshi Yoshida, Teruhiko Sakamoto, Michiie Kanai, Yae Carcinogenesis Original Manuscript The aim of this study was to clarify the significance of DNA methylation alterations during gastric carcinogenesis. Single-CpG resolution genome-wide DNA methylation analysis using the Infinium assay was performed on 109 samples of non-cancerous gastric mucosa (N) and 105 samples of tumorous tissue (T). DNA methylation alterations in T samples relative to N samples were evident for 3861 probes. Since N can be at the precancerous stage according to the field cancerization concept, unsupervised hierarchical clustering based on DNA methylation levels was performed on N samples (β(N)) using the 3861 probes. This divided the 109 patients into three clusters: A (n = 20), B1 (n = 20), and B2 (n = 69). Gastric carcinomas belonging to Cluster B1 showed tumor aggressiveness more frequently than those belonging to Clusters A and B2. The recurrence-free and overall survival rates of patients in Cluster B1 were lower than those of patients in Clusters A and B2. Sixty hallmark genes for which β(N) characterized the epigenetic clustering were identified. We then focused on DNA methylation levels in T samples (β(T)) of the 60 hallmark genes. In 48 of them, including the ADAM23, OLFM4, AMER2, GPSM1, CCL28, DTX1 and COL23A1 genes, β(T) was again significantly correlated with tumor aggressiveness, and the recurrence-free and/or overall survival rates. Multivariate analyses revealed that β(T) was a significant prognostic factor, being independent of clinicopathological parameters. These data indicate that DNA methylation profiles at the precancerous stage may be inherited by gastric carcinomas themselves, thus determining tumor aggressiveness and patient outcome. Oxford University Press 2015-05 2015-03-04 /pmc/articles/PMC4417340/ /pubmed/25740824 http://dx.doi.org/10.1093/carcin/bgv013 Text en © The Author 2015. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Manuscript Yamanoi, Kazuhiro Arai, Eri Tian, Ying Takahashi, Yoriko Miyata, Sayaka Sasaki, Hiroki Chiwaki, Fumiko Ichikawa, Hitoshi Sakamoto, Hiromi Kushima, Ryoji Katai, Hitoshi Yoshida, Teruhiko Sakamoto, Michiie Kanai, Yae Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title | Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title_full | Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title_fullStr | Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title_full_unstemmed | Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title_short | Epigenetic clustering of gastric carcinomas based on DNA methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
title_sort | epigenetic clustering of gastric carcinomas based on dna methylation profiles at the precancerous stage: its correlation with tumor aggressiveness and patient outcome |
topic | Original Manuscript |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4417340/ https://www.ncbi.nlm.nih.gov/pubmed/25740824 http://dx.doi.org/10.1093/carcin/bgv013 |
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