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Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study
Accumulating evidence highlights the important role of long non-coding RNAs (lncRNAs) in a large number of biological processes. However, the knowledge of genome scale expression of lncRNAs and their potential biological function in gastric cancer is still lacking. Using RNA-seq data from 420 gastri...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5571953/ https://www.ncbi.nlm.nih.gov/pubmed/28841672 http://dx.doi.org/10.1371/journal.pone.0183517 |
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author | Han, Weiwei Zhang, Zhenyu He, Bangshun Xu, Yijun Zhang, Jun Cao, Weijun |
author_facet | Han, Weiwei Zhang, Zhenyu He, Bangshun Xu, Yijun Zhang, Jun Cao, Weijun |
author_sort | Han, Weiwei |
collection | PubMed |
description | Accumulating evidence highlights the important role of long non-coding RNAs (lncRNAs) in a large number of biological processes. However, the knowledge of genome scale expression of lncRNAs and their potential biological function in gastric cancer is still lacking. Using RNA-seq data from 420 gastric cancer patients in The Cancer Genome Atlas (TCGA), we identified 1,294 lncRNAs differentially expressed in gastric cancer compared with adjacent normal tissues. We also found 247 lncRNAs differentially expressed between intestinal subtype and diffuse subtype. Survival analysis revealed 33 lncRNAs independently associated with patient overall survival, of which 6 lncRNAs were validated in the internal validation set. There were 181 differentially expressed lncRNAs located in the recurrent somatic copy number alterations (SCNAs) regions and their correlations between copy number and RNA expression level were also analyzed. In addition, we inferred the function of lncRNAs by construction of a co-expression network for mRNAs and lncRNAs. Together, this study presented an integrative analysis of lncRNAs in gastric cancer and provided a valuable resource for further functional research of lncRNAs in gastric cancer. |
format | Online Article Text |
id | pubmed-5571953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55719532017-09-09 Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study Han, Weiwei Zhang, Zhenyu He, Bangshun Xu, Yijun Zhang, Jun Cao, Weijun PLoS One Research Article Accumulating evidence highlights the important role of long non-coding RNAs (lncRNAs) in a large number of biological processes. However, the knowledge of genome scale expression of lncRNAs and their potential biological function in gastric cancer is still lacking. Using RNA-seq data from 420 gastric cancer patients in The Cancer Genome Atlas (TCGA), we identified 1,294 lncRNAs differentially expressed in gastric cancer compared with adjacent normal tissues. We also found 247 lncRNAs differentially expressed between intestinal subtype and diffuse subtype. Survival analysis revealed 33 lncRNAs independently associated with patient overall survival, of which 6 lncRNAs were validated in the internal validation set. There were 181 differentially expressed lncRNAs located in the recurrent somatic copy number alterations (SCNAs) regions and their correlations between copy number and RNA expression level were also analyzed. In addition, we inferred the function of lncRNAs by construction of a co-expression network for mRNAs and lncRNAs. Together, this study presented an integrative analysis of lncRNAs in gastric cancer and provided a valuable resource for further functional research of lncRNAs in gastric cancer. Public Library of Science 2017-08-25 /pmc/articles/PMC5571953/ /pubmed/28841672 http://dx.doi.org/10.1371/journal.pone.0183517 Text en © 2017 Han 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 Han, Weiwei Zhang, Zhenyu He, Bangshun Xu, Yijun Zhang, Jun Cao, Weijun Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title | Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title_full | Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title_fullStr | Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title_full_unstemmed | Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title_short | Integrated analysis of long non-coding RNAs in human gastric cancer: An in silico study |
title_sort | integrated analysis of long non-coding rnas in human gastric cancer: an in silico study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5571953/ https://www.ncbi.nlm.nih.gov/pubmed/28841672 http://dx.doi.org/10.1371/journal.pone.0183517 |
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