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Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer

To identify what long non-coding RNAs (lncRNAs) are involved in non-small cell lung cancer (NSCLC), we analyzed microarray data on gene expression and methylation. Gene expression chip and HumanMethylation450BeadChip were used to interrogate genome-wide expression and methylation in tumor samples. D...

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Autores principales: Feng, Nannan, Ching, Travers, Wang, Yu, Liu, Ben, Lin, Hongyan, Shi, Oumin, Zhang, Xiaohong, Zheng, Min, Zheng, Xin, Gao, Ming, Zheng, Zhi-jie, Yu, Herbert, Garmire, Lana, Qian, Biyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5110979/
https://www.ncbi.nlm.nih.gov/pubmed/27849024
http://dx.doi.org/10.1038/srep37233
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author Feng, Nannan
Ching, Travers
Wang, Yu
Liu, Ben
Lin, Hongyan
Shi, Oumin
Zhang, Xiaohong
Zheng, Min
Zheng, Xin
Gao, Ming
Zheng, Zhi-jie
Yu, Herbert
Garmire, Lana
Qian, Biyun
author_facet Feng, Nannan
Ching, Travers
Wang, Yu
Liu, Ben
Lin, Hongyan
Shi, Oumin
Zhang, Xiaohong
Zheng, Min
Zheng, Xin
Gao, Ming
Zheng, Zhi-jie
Yu, Herbert
Garmire, Lana
Qian, Biyun
author_sort Feng, Nannan
collection PubMed
description To identify what long non-coding RNAs (lncRNAs) are involved in non-small cell lung cancer (NSCLC), we analyzed microarray data on gene expression and methylation. Gene expression chip and HumanMethylation450BeadChip were used to interrogate genome-wide expression and methylation in tumor samples. Differential expression and methylation were analyzed through comparing tumors with adjacent non-tumor tissues. LncRNAs expressed differentially and correlated with coding genes and DNA methylation were validated in additional tumor samples using RT-qPCR and pyrosequencing. In vitro experiments were performed to evaluate lncRNA’s effects on tumor cells. We identified 8,500 lncRNAs expressed differentially between tumor and non-tumor tissues, of which 1,504 were correlated with mRNA expression. Two of the lncRNAs, LOC146880 and ENST00000439577, were positively correlated with expression of two cancer-related genes, KPNA2 and RCC2, respectively. High expression of LOC146880 and ENST00000439577 were also associated with poor survival. Analysis of lncRNA expression in relation to DNA methylation showed that LOC146880 expression was down-regulated by DNA methylation in its promoter. Lowering the expression of LOC146880 or ENST00000439577 in tumor cells could inhibit cell proliferation, invasion and migration. Analysis of microarray data on gene expression and methylation allows us to identify two lncRNAs, LOC146880 and ENST00000439577, which may promote the progression of NSCLC.
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spelling pubmed-51109792016-11-25 Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer Feng, Nannan Ching, Travers Wang, Yu Liu, Ben Lin, Hongyan Shi, Oumin Zhang, Xiaohong Zheng, Min Zheng, Xin Gao, Ming Zheng, Zhi-jie Yu, Herbert Garmire, Lana Qian, Biyun Sci Rep Article To identify what long non-coding RNAs (lncRNAs) are involved in non-small cell lung cancer (NSCLC), we analyzed microarray data on gene expression and methylation. Gene expression chip and HumanMethylation450BeadChip were used to interrogate genome-wide expression and methylation in tumor samples. Differential expression and methylation were analyzed through comparing tumors with adjacent non-tumor tissues. LncRNAs expressed differentially and correlated with coding genes and DNA methylation were validated in additional tumor samples using RT-qPCR and pyrosequencing. In vitro experiments were performed to evaluate lncRNA’s effects on tumor cells. We identified 8,500 lncRNAs expressed differentially between tumor and non-tumor tissues, of which 1,504 were correlated with mRNA expression. Two of the lncRNAs, LOC146880 and ENST00000439577, were positively correlated with expression of two cancer-related genes, KPNA2 and RCC2, respectively. High expression of LOC146880 and ENST00000439577 were also associated with poor survival. Analysis of lncRNA expression in relation to DNA methylation showed that LOC146880 expression was down-regulated by DNA methylation in its promoter. Lowering the expression of LOC146880 or ENST00000439577 in tumor cells could inhibit cell proliferation, invasion and migration. Analysis of microarray data on gene expression and methylation allows us to identify two lncRNAs, LOC146880 and ENST00000439577, which may promote the progression of NSCLC. Nature Publishing Group 2016-11-16 /pmc/articles/PMC5110979/ /pubmed/27849024 http://dx.doi.org/10.1038/srep37233 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Feng, Nannan
Ching, Travers
Wang, Yu
Liu, Ben
Lin, Hongyan
Shi, Oumin
Zhang, Xiaohong
Zheng, Min
Zheng, Xin
Gao, Ming
Zheng, Zhi-jie
Yu, Herbert
Garmire, Lana
Qian, Biyun
Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title_full Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title_fullStr Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title_full_unstemmed Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title_short Analysis of Microarray Data on Gene Expression and Methylation to Identify Long Non-coding RNAs in Non-small Cell Lung Cancer
title_sort analysis of microarray data on gene expression and methylation to identify long non-coding rnas in non-small cell lung cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5110979/
https://www.ncbi.nlm.nih.gov/pubmed/27849024
http://dx.doi.org/10.1038/srep37233
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