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Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms
Tobacco smoke is a well-established lung cancer carcinogen. We hypothesize that epigenetic processes underlie carcinogenesis. The objective of this study is to examine the effects of smoke exposure on DNA methylation to search for novel susceptibility loci. We obtained epigenome-wide DNA methylation...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342499/ https://www.ncbi.nlm.nih.gov/pubmed/27602958 http://dx.doi.org/10.18632/oncotarget.11831 |
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author | Freeman, Joshua R Chu, Su Hsu, Thomas Huang, Yen-Tsung |
author_facet | Freeman, Joshua R Chu, Su Hsu, Thomas Huang, Yen-Tsung |
author_sort | Freeman, Joshua R |
collection | PubMed |
description | Tobacco smoke is a well-established lung cancer carcinogen. We hypothesize that epigenetic processes underlie carcinogenesis. The objective of this study is to examine the effects of smoke exposure on DNA methylation to search for novel susceptibility loci. We obtained epigenome-wide DNA methylation data from lung adenocarcinoma (LUAD) and lung squamous cell (LUSC) tissues in The Cancer Genome Atlas (TCGA). We performed a two-stage discovery (n = 326) and validation (n = 185) analysis to investigate the association of epigenetic DNA methylation level with cigarette smoking pack-years. We also externally validated our findings in an independent dataset. Linear model with least square estimator and spline regression were performed to examine the association between DNA methylation and smoking. We identified five CpG sites highly associated with pack-years of cigarette smoking. Smoking was negatively associated with methylation levels in cg25771041 (WWTR1, p = 3.6 × 10(−9)), cg16200496 (NFIX, p = 3.4 × 10(−12)), cg22515201 (PLA2G6, p = 1.0 × 10(−9)) and cg24823993 (NHP2L1, p = 5.1 × 10(−8)) and positively associated with the methylation level in cg11875268 (SMUG1, p = 4.3 × 10(−8)). The CpG-smoking association was stronger in LUSC than LUAD. Of the five loci, smoking explained the most variation in cg16200496 (R(2) = 0.098 [both types] and 0.144 [LUSC]). We identified 5 novel CpG candidates that demonstrate differential methylation patterns associated with smoke exposure in lung neoplasms. |
format | Online Article Text |
id | pubmed-5342499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53424992017-03-24 Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms Freeman, Joshua R Chu, Su Hsu, Thomas Huang, Yen-Tsung Oncotarget Research Paper Tobacco smoke is a well-established lung cancer carcinogen. We hypothesize that epigenetic processes underlie carcinogenesis. The objective of this study is to examine the effects of smoke exposure on DNA methylation to search for novel susceptibility loci. We obtained epigenome-wide DNA methylation data from lung adenocarcinoma (LUAD) and lung squamous cell (LUSC) tissues in The Cancer Genome Atlas (TCGA). We performed a two-stage discovery (n = 326) and validation (n = 185) analysis to investigate the association of epigenetic DNA methylation level with cigarette smoking pack-years. We also externally validated our findings in an independent dataset. Linear model with least square estimator and spline regression were performed to examine the association between DNA methylation and smoking. We identified five CpG sites highly associated with pack-years of cigarette smoking. Smoking was negatively associated with methylation levels in cg25771041 (WWTR1, p = 3.6 × 10(−9)), cg16200496 (NFIX, p = 3.4 × 10(−12)), cg22515201 (PLA2G6, p = 1.0 × 10(−9)) and cg24823993 (NHP2L1, p = 5.1 × 10(−8)) and positively associated with the methylation level in cg11875268 (SMUG1, p = 4.3 × 10(−8)). The CpG-smoking association was stronger in LUSC than LUAD. Of the five loci, smoking explained the most variation in cg16200496 (R(2) = 0.098 [both types] and 0.144 [LUSC]). We identified 5 novel CpG candidates that demonstrate differential methylation patterns associated with smoke exposure in lung neoplasms. Impact Journals LLC 2016-09-02 /pmc/articles/PMC5342499/ /pubmed/27602958 http://dx.doi.org/10.18632/oncotarget.11831 Text en Copyright: © 2016 Freeman et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Freeman, Joshua R Chu, Su Hsu, Thomas Huang, Yen-Tsung Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title | Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title_full | Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title_fullStr | Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title_full_unstemmed | Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title_short | Epigenome-wide association study of smoking and DNA methylation in non-small cell lung neoplasms |
title_sort | epigenome-wide association study of smoking and dna methylation in non-small cell lung neoplasms |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5342499/ https://www.ncbi.nlm.nih.gov/pubmed/27602958 http://dx.doi.org/10.18632/oncotarget.11831 |
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