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Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma
In this study, we identified long non-coding RNAs (lncRNAs) associated with DNA methylation in lung adenocarcinoma (LUAD) using clinical and methylation/expression data from 184 qualified LUAD tissue samples and 21 normal lung-tissue samples from The Cancer Genome Atlas (TCGA). We identified 1865 di...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939300/ https://www.ncbi.nlm.nih.gov/pubmed/33684161 http://dx.doi.org/10.1371/journal.pone.0247928 |
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author | Jung, Jiyoon Lee, Yoo Jin Kim, Chul Hwan Ahn, Sangjeong |
author_facet | Jung, Jiyoon Lee, Yoo Jin Kim, Chul Hwan Ahn, Sangjeong |
author_sort | Jung, Jiyoon |
collection | PubMed |
description | In this study, we identified long non-coding RNAs (lncRNAs) associated with DNA methylation in lung adenocarcinoma (LUAD) using clinical and methylation/expression data from 184 qualified LUAD tissue samples and 21 normal lung-tissue samples from The Cancer Genome Atlas (TCGA). We identified 1865 differentially expressed genes that correlated negatively with the methylation profiles of normal lung tissues, never-smoker LUAD tissues and smoker LUAD tissues, while 1079 differentially expressed lncRNAs were identified using the same criteria. These transcripts were integrated using ingenuity pathway analysis to determine significant pathways directly related to cancer, suggesting that lncRNAs play a crucial role in carcinogenesis. When comparing normal lung tissues and smoker LUAD tissues, 86 candidate genes were identified, including six lncRNAs. Of the 43 candidate genes revealed by comparing never-smoker LUAD tissues and smoker LUAD tissues, 13 were also different when compared to normal lung tissues. We then investigated the expression of these genes using the Gene Expression of Normal and Tumor Tissues (GENT) and Methylation and Expression Database of Normal and Tumor Tissues (MENT) databases. We observed an inverse correlation between the expression of 13 genes in normal lung tissues and smoker LUAD tissues, and the expression of five genes between the never-smoker and smoker LUAD tissues. These findings were further validated in clinical specimens using bisulfite sequencing, revealing that AGR2, AURKB, FOXP3, and HMGA1 displayed borderline differences in methylation. Finally, we explored the functional connections between DNA methylation, lncRNAs, and gene expression to identify possible targets that may contribute toward the pathogenesis of cigarette smoking-associated LUAD. Together, our findings suggested that differentially expressed lncRNAs and their target transcripts could serve as potential biomarkers for LUAD. |
format | Online Article Text |
id | pubmed-7939300 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-79393002021-03-18 Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma Jung, Jiyoon Lee, Yoo Jin Kim, Chul Hwan Ahn, Sangjeong PLoS One Research Article In this study, we identified long non-coding RNAs (lncRNAs) associated with DNA methylation in lung adenocarcinoma (LUAD) using clinical and methylation/expression data from 184 qualified LUAD tissue samples and 21 normal lung-tissue samples from The Cancer Genome Atlas (TCGA). We identified 1865 differentially expressed genes that correlated negatively with the methylation profiles of normal lung tissues, never-smoker LUAD tissues and smoker LUAD tissues, while 1079 differentially expressed lncRNAs were identified using the same criteria. These transcripts were integrated using ingenuity pathway analysis to determine significant pathways directly related to cancer, suggesting that lncRNAs play a crucial role in carcinogenesis. When comparing normal lung tissues and smoker LUAD tissues, 86 candidate genes were identified, including six lncRNAs. Of the 43 candidate genes revealed by comparing never-smoker LUAD tissues and smoker LUAD tissues, 13 were also different when compared to normal lung tissues. We then investigated the expression of these genes using the Gene Expression of Normal and Tumor Tissues (GENT) and Methylation and Expression Database of Normal and Tumor Tissues (MENT) databases. We observed an inverse correlation between the expression of 13 genes in normal lung tissues and smoker LUAD tissues, and the expression of five genes between the never-smoker and smoker LUAD tissues. These findings were further validated in clinical specimens using bisulfite sequencing, revealing that AGR2, AURKB, FOXP3, and HMGA1 displayed borderline differences in methylation. Finally, we explored the functional connections between DNA methylation, lncRNAs, and gene expression to identify possible targets that may contribute toward the pathogenesis of cigarette smoking-associated LUAD. Together, our findings suggested that differentially expressed lncRNAs and their target transcripts could serve as potential biomarkers for LUAD. Public Library of Science 2021-03-08 /pmc/articles/PMC7939300/ /pubmed/33684161 http://dx.doi.org/10.1371/journal.pone.0247928 Text en © 2021 Jung et al http://creativecommons.org/licenses/by/4.0/ 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 author and source are credited. |
spellingShingle | Research Article Jung, Jiyoon Lee, Yoo Jin Kim, Chul Hwan Ahn, Sangjeong Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title | Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title_full | Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title_fullStr | Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title_full_unstemmed | Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title_short | Landscape of epigenetically regulated lncRNAs and DNA methylation in smokers with lung adenocarcinoma |
title_sort | landscape of epigenetically regulated lncrnas and dna methylation in smokers with lung adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939300/ https://www.ncbi.nlm.nih.gov/pubmed/33684161 http://dx.doi.org/10.1371/journal.pone.0247928 |
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