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Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition

BACKGROUND: DNA methylation is associated with aberrant gene expression in cancer, and has been shown to correlate with therapeutic response and disease prognosis in some types of cancer. We sought to investigate the biological significance of DNA methylation in lung cancer. RESULTS: We integrated t...

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Autores principales: Lin, Steven H, Wang, Jing, Saintigny, Pierre, Wu, Chia-Chin, Giri, Uma, Zhang, Jing, Menju, Toshi, Diao, Lixia, Byers, Lauren, Weinstein, John N, Coombes, Kevin R, Girard, Luc, Komaki, Ritsuko, Wistuba, Ignacio I, Date, Hiroshi, Minna, John D, Heymach, John V
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298954/
https://www.ncbi.nlm.nih.gov/pubmed/25486910
http://dx.doi.org/10.1186/1471-2164-15-1079
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author Lin, Steven H
Wang, Jing
Saintigny, Pierre
Wu, Chia-Chin
Giri, Uma
Zhang, Jing
Menju, Toshi
Diao, Lixia
Byers, Lauren
Weinstein, John N
Coombes, Kevin R
Girard, Luc
Komaki, Ritsuko
Wistuba, Ignacio I
Date, Hiroshi
Minna, John D
Heymach, John V
author_facet Lin, Steven H
Wang, Jing
Saintigny, Pierre
Wu, Chia-Chin
Giri, Uma
Zhang, Jing
Menju, Toshi
Diao, Lixia
Byers, Lauren
Weinstein, John N
Coombes, Kevin R
Girard, Luc
Komaki, Ritsuko
Wistuba, Ignacio I
Date, Hiroshi
Minna, John D
Heymach, John V
author_sort Lin, Steven H
collection PubMed
description BACKGROUND: DNA methylation is associated with aberrant gene expression in cancer, and has been shown to correlate with therapeutic response and disease prognosis in some types of cancer. We sought to investigate the biological significance of DNA methylation in lung cancer. RESULTS: We integrated the gene expression profiles and data of gene promoter methylation for a large panel of non-small cell lung cancer cell lines, and identified 578 candidate genes with expression levels that were inversely correlated to the degree of DNA methylation. We found these candidate genes to be differentially methylated in normal lung tissue versus non-small cell lung cancer tumors, and segregated by histologic and tumor subtypes. We used gene set enrichment analysis of the genes ranked by the degree of correlation between gene expression and DNA methylation to identify gene sets involved in cellular migration and metastasis. Our unsupervised hierarchical clustering of the candidate genes segregated cell lines according to the epithelial-to-mesenchymal transition phenotype. Genes related to the epithelial-to-mesenchymal transition, such as AXL, ESRP1, HoxB4, and SPINT1/2, were among the nearly 20% of the candidate genes that were differentially methylated between epithelial and mesenchymal cells. Greater numbers of genes were methylated in the mesenchymal cells and their expressions were upregulated by 5-azacytidine treatment. Methylation of the candidate genes was associated with erlotinib resistance in wild-type EGFR cell lines. The expression profiles of the candidate genes were associated with 8-week disease control in patients with wild-type EGFR who had unresectable non-small cell lung cancer treated with erlotinib, but not in patients treated with sorafenib. CONCLUSIONS: Our results demonstrate that the underlying biology of genes regulated by DNA methylation may have predictive value in lung cancer that can be exploited therapeutically. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1079) contains supplementary material, which is available to authorized users.
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spelling pubmed-42989542015-01-21 Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition Lin, Steven H Wang, Jing Saintigny, Pierre Wu, Chia-Chin Giri, Uma Zhang, Jing Menju, Toshi Diao, Lixia Byers, Lauren Weinstein, John N Coombes, Kevin R Girard, Luc Komaki, Ritsuko Wistuba, Ignacio I Date, Hiroshi Minna, John D Heymach, John V BMC Genomics Research Article BACKGROUND: DNA methylation is associated with aberrant gene expression in cancer, and has been shown to correlate with therapeutic response and disease prognosis in some types of cancer. We sought to investigate the biological significance of DNA methylation in lung cancer. RESULTS: We integrated the gene expression profiles and data of gene promoter methylation for a large panel of non-small cell lung cancer cell lines, and identified 578 candidate genes with expression levels that were inversely correlated to the degree of DNA methylation. We found these candidate genes to be differentially methylated in normal lung tissue versus non-small cell lung cancer tumors, and segregated by histologic and tumor subtypes. We used gene set enrichment analysis of the genes ranked by the degree of correlation between gene expression and DNA methylation to identify gene sets involved in cellular migration and metastasis. Our unsupervised hierarchical clustering of the candidate genes segregated cell lines according to the epithelial-to-mesenchymal transition phenotype. Genes related to the epithelial-to-mesenchymal transition, such as AXL, ESRP1, HoxB4, and SPINT1/2, were among the nearly 20% of the candidate genes that were differentially methylated between epithelial and mesenchymal cells. Greater numbers of genes were methylated in the mesenchymal cells and their expressions were upregulated by 5-azacytidine treatment. Methylation of the candidate genes was associated with erlotinib resistance in wild-type EGFR cell lines. The expression profiles of the candidate genes were associated with 8-week disease control in patients with wild-type EGFR who had unresectable non-small cell lung cancer treated with erlotinib, but not in patients treated with sorafenib. CONCLUSIONS: Our results demonstrate that the underlying biology of genes regulated by DNA methylation may have predictive value in lung cancer that can be exploited therapeutically. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1079) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-08 /pmc/articles/PMC4298954/ /pubmed/25486910 http://dx.doi.org/10.1186/1471-2164-15-1079 Text en © Lin et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Lin, Steven H
Wang, Jing
Saintigny, Pierre
Wu, Chia-Chin
Giri, Uma
Zhang, Jing
Menju, Toshi
Diao, Lixia
Byers, Lauren
Weinstein, John N
Coombes, Kevin R
Girard, Luc
Komaki, Ritsuko
Wistuba, Ignacio I
Date, Hiroshi
Minna, John D
Heymach, John V
Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title_full Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title_fullStr Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title_full_unstemmed Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title_short Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
title_sort genes suppressed by dna methylation in non-small cell lung cancer reveal the epigenetics of epithelial–mesenchymal transition
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4298954/
https://www.ncbi.nlm.nih.gov/pubmed/25486910
http://dx.doi.org/10.1186/1471-2164-15-1079
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