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Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network
Accumulating evidences indicate that cancer-related lncRNAs occur frequent somatic copy number alternation (SCNA). Although individual SCNA lncRNAs have been implicated in tumor biology, their regulatory mechanism has not been assessed in a systematic way. In order to explore the expression characte...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5641060/ https://www.ncbi.nlm.nih.gov/pubmed/29069717 http://dx.doi.org/10.18632/oncotarget.19864 |
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author | Wei, Yunzhen Yan, Zichuang Wu, Cheng Zhang, Qiang Zhu, Yinling Li, Kun Xu, Yan |
author_facet | Wei, Yunzhen Yan, Zichuang Wu, Cheng Zhang, Qiang Zhu, Yinling Li, Kun Xu, Yan |
author_sort | Wei, Yunzhen |
collection | PubMed |
description | Accumulating evidences indicate that cancer-related lncRNAs occur frequent somatic copy number alternation (SCNA). Although individual SCNA lncRNAs have been implicated in tumor biology, their regulatory mechanism has not been assessed in a systematic way. In order to explore the expression characteristics and biological functions of SCNA lncRNAs in cancer, we built a computational framework based on lncRNA expression profiles, lncRNA copy numbers and dosage sensitivity score (DSS). First, we found that the lncRNAs with different DSS were involved in distinct biological processes, while those with the same DSS had similar functions. Second, some of the lncRNAs participated in the progression and metastasis of lung adenocarcinoma (LUAD) through cis-acting regulation. In lncRNA-TF-mRNA network, lncRNAs interacted with 4 TFs and affected the immune system, and further influenced LUAD progression. Third, competing endogenous RNA network analysis inferred that lncRNA ENSG00000240990 competed with HOXA10 to absorb hsa-let-7a/b/f/g-5p and affected patient prognosis in LUAD. Last but not least, by integrating target information of miRNA we also provided a new perspective for the discovery of potential small molecule drugs. In summary, we systematically analyzed the regulatory role of SCNA lncRNAs. This work may facilitate cancer research and serve as the basis for future efforts to understand the role of SCNA lncRNAs, develop novel biomarkers and improve knowledge of tumor biology. |
format | Online Article Text |
id | pubmed-5641060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-56410602017-10-24 Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network Wei, Yunzhen Yan, Zichuang Wu, Cheng Zhang, Qiang Zhu, Yinling Li, Kun Xu, Yan Oncotarget Research Paper Accumulating evidences indicate that cancer-related lncRNAs occur frequent somatic copy number alternation (SCNA). Although individual SCNA lncRNAs have been implicated in tumor biology, their regulatory mechanism has not been assessed in a systematic way. In order to explore the expression characteristics and biological functions of SCNA lncRNAs in cancer, we built a computational framework based on lncRNA expression profiles, lncRNA copy numbers and dosage sensitivity score (DSS). First, we found that the lncRNAs with different DSS were involved in distinct biological processes, while those with the same DSS had similar functions. Second, some of the lncRNAs participated in the progression and metastasis of lung adenocarcinoma (LUAD) through cis-acting regulation. In lncRNA-TF-mRNA network, lncRNAs interacted with 4 TFs and affected the immune system, and further influenced LUAD progression. Third, competing endogenous RNA network analysis inferred that lncRNA ENSG00000240990 competed with HOXA10 to absorb hsa-let-7a/b/f/g-5p and affected patient prognosis in LUAD. Last but not least, by integrating target information of miRNA we also provided a new perspective for the discovery of potential small molecule drugs. In summary, we systematically analyzed the regulatory role of SCNA lncRNAs. This work may facilitate cancer research and serve as the basis for future efforts to understand the role of SCNA lncRNAs, develop novel biomarkers and improve knowledge of tumor biology. Impact Journals LLC 2017-08-03 /pmc/articles/PMC5641060/ /pubmed/29069717 http://dx.doi.org/10.18632/oncotarget.19864 Text en Copyright: © 2017 Wei et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Wei, Yunzhen Yan, Zichuang Wu, Cheng Zhang, Qiang Zhu, Yinling Li, Kun Xu, Yan Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title | Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title_full | Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title_fullStr | Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title_full_unstemmed | Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title_short | Integrated analysis of dosage effect lncRNAs in lung adenocarcinoma based on comprehensive network |
title_sort | integrated analysis of dosage effect lncrnas in lung adenocarcinoma based on comprehensive network |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5641060/ https://www.ncbi.nlm.nih.gov/pubmed/29069717 http://dx.doi.org/10.18632/oncotarget.19864 |
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