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Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma
Lung cancer is the top cause of carcinoma-associated deaths worldwide. RNA binding proteins (RBPs) dysregulation has been reported in various malignant tumors, and that dysregulation is closely associated with tumorigenesis and tumor progression. However, little is known about the roles of RBPs in l...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007976/ https://www.ncbi.nlm.nih.gov/pubmed/32071816 http://dx.doi.org/10.7717/peerj.8509 |
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author | Li, Wei Li, Na Gao, Lina You, Chongge |
author_facet | Li, Wei Li, Na Gao, Lina You, Chongge |
author_sort | Li, Wei |
collection | PubMed |
description | Lung cancer is the top cause of carcinoma-associated deaths worldwide. RNA binding proteins (RBPs) dysregulation has been reported in various malignant tumors, and that dysregulation is closely associated with tumorigenesis and tumor progression. However, little is known about the roles of RBPs in lung adenocarcinoma (LUAD). In this study, we downloaded the RNA sequencing data of LUAD from The Cancer Genome Atlas (TCGA) database and determined the differently expressed RBPs between normal and cancer tissues. We then performed an integrative analysis to explore the expression and prognostic significance of these RBPs. A total of 164 differently expressed RBPs were identified, including 40 down-regulated and 124 up-regulated RBPs. Pathway and Gene ontology (GO) analysis indicated that the differently expressed RBPs were mainly related to RNA processing, RNA metabolic process, RNA degradation, RNA transport, splicing, localization, regulation of translation, RNA binding, TGF-beta signaling pathway, mRNA surveillance pathway, and aminoacyl-tRNA biosynthesis. Survival analysis revealed that the high expression of BOP1 or GNL3 or WDR12 or DCAF13 or IGF2BP3 or IGF2BP1 were associated with poor overall survival (OS). Conversely, overexpression of KHDRBS2/SMAD predicted high OS in these patients. ROC curve analysis showed that the eight hub genes with a better diagnostic accuracy to distinguish lung adenocarcinoma. The results provided novel insights into the pathogenesis of LUAD and the development of treatment targets and prognostic molecular markers. |
format | Online Article Text |
id | pubmed-7007976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70079762020-02-18 Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma Li, Wei Li, Na Gao, Lina You, Chongge PeerJ Bioinformatics Lung cancer is the top cause of carcinoma-associated deaths worldwide. RNA binding proteins (RBPs) dysregulation has been reported in various malignant tumors, and that dysregulation is closely associated with tumorigenesis and tumor progression. However, little is known about the roles of RBPs in lung adenocarcinoma (LUAD). In this study, we downloaded the RNA sequencing data of LUAD from The Cancer Genome Atlas (TCGA) database and determined the differently expressed RBPs between normal and cancer tissues. We then performed an integrative analysis to explore the expression and prognostic significance of these RBPs. A total of 164 differently expressed RBPs were identified, including 40 down-regulated and 124 up-regulated RBPs. Pathway and Gene ontology (GO) analysis indicated that the differently expressed RBPs were mainly related to RNA processing, RNA metabolic process, RNA degradation, RNA transport, splicing, localization, regulation of translation, RNA binding, TGF-beta signaling pathway, mRNA surveillance pathway, and aminoacyl-tRNA biosynthesis. Survival analysis revealed that the high expression of BOP1 or GNL3 or WDR12 or DCAF13 or IGF2BP3 or IGF2BP1 were associated with poor overall survival (OS). Conversely, overexpression of KHDRBS2/SMAD predicted high OS in these patients. ROC curve analysis showed that the eight hub genes with a better diagnostic accuracy to distinguish lung adenocarcinoma. The results provided novel insights into the pathogenesis of LUAD and the development of treatment targets and prognostic molecular markers. PeerJ Inc. 2020-02-06 /pmc/articles/PMC7007976/ /pubmed/32071816 http://dx.doi.org/10.7717/peerj.8509 Text en ©2020 Li et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Li, Wei Li, Na Gao, Lina You, Chongge Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title | Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title_full | Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title_fullStr | Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title_full_unstemmed | Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title_short | Integrated analysis of the roles and prognostic value of RNA binding proteins in lung adenocarcinoma |
title_sort | integrated analysis of the roles and prognostic value of rna binding proteins in lung adenocarcinoma |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007976/ https://www.ncbi.nlm.nih.gov/pubmed/32071816 http://dx.doi.org/10.7717/peerj.8509 |
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