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Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma
Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant carcinomas and its molecular mechanisms remain unclear. Long noncoding RNA (lncRNA) could bind sites of miRNA which affect the expression of mRNA according to the competing endogenous (ceRNA) theory. The aim of the present s...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172067/ https://www.ncbi.nlm.nih.gov/pubmed/30152187 http://dx.doi.org/10.1111/cas.13778 |
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author | Yin, Hang Wang, Xiaoyuan Zhang, Xue Wang, Yan Zeng, Yangyang Xiong, Yudi Li, Tianqi Lin, Rongjie Zhou, Qian Ling, Huan Zhou, Fuxiang Zhou, Yunfeng |
author_facet | Yin, Hang Wang, Xiaoyuan Zhang, Xue Wang, Yan Zeng, Yangyang Xiong, Yudi Li, Tianqi Lin, Rongjie Zhou, Qian Ling, Huan Zhou, Fuxiang Zhou, Yunfeng |
author_sort | Yin, Hang |
collection | PubMed |
description | Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant carcinomas and its molecular mechanisms remain unclear. Long noncoding RNA (lncRNA) could bind sites of miRNA which affect the expression of mRNA according to the competing endogenous (ceRNA) theory. The aim of the present study was to construct a ceRNA network and to identify key lncRNA to predict survival prognosis. We identified differentially expressed mRNA, lncRNA and miRNA between tumor tissues and normal tissues from The Cancer Genome Atlas database. Then, using bioinformatics tools, we explored the connection of 89 lncRNA, 10 miRNA and 22 mRNA, and we constructed the ceRNA network. Furthermore, we analyzed the functions and pathways of 22 differentially expressed mRNA. Then, univariate and multivariate Cox regression analyses of these 89 lncRNA and overall survival were explored. Nine lncRNA were finally screened out in the training group. The patients were divided into high‐risk and low‐risk groups according to the 9 lncRNA and low‐risk scores having better clinical overall survival (P < .01). Furthermore, the receiver operating characteristic curve demonstrates the predicted role of the 9 lncRNA. The 9‐lncRNA signature was successfully proved in the testing group and the entire group. Finally, multivariate Cox regression analysis and stratification analysis further proved that the 9‐lncRNA signature was an independent factor to predict survival. In summary, the present study provides a deeper understanding of the lncRNA‐related ceRNA network in ccRCC and suggests that the 9‐lncRNA signature could serve as an independent biomarker to predict survival in ccRCC patients. |
format | Online Article Text |
id | pubmed-6172067 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61720672018-10-10 Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma Yin, Hang Wang, Xiaoyuan Zhang, Xue Wang, Yan Zeng, Yangyang Xiong, Yudi Li, Tianqi Lin, Rongjie Zhou, Qian Ling, Huan Zhou, Fuxiang Zhou, Yunfeng Cancer Sci Original Articles Clear cell renal cell carcinoma (ccRCC) is one of the most common malignant carcinomas and its molecular mechanisms remain unclear. Long noncoding RNA (lncRNA) could bind sites of miRNA which affect the expression of mRNA according to the competing endogenous (ceRNA) theory. The aim of the present study was to construct a ceRNA network and to identify key lncRNA to predict survival prognosis. We identified differentially expressed mRNA, lncRNA and miRNA between tumor tissues and normal tissues from The Cancer Genome Atlas database. Then, using bioinformatics tools, we explored the connection of 89 lncRNA, 10 miRNA and 22 mRNA, and we constructed the ceRNA network. Furthermore, we analyzed the functions and pathways of 22 differentially expressed mRNA. Then, univariate and multivariate Cox regression analyses of these 89 lncRNA and overall survival were explored. Nine lncRNA were finally screened out in the training group. The patients were divided into high‐risk and low‐risk groups according to the 9 lncRNA and low‐risk scores having better clinical overall survival (P < .01). Furthermore, the receiver operating characteristic curve demonstrates the predicted role of the 9 lncRNA. The 9‐lncRNA signature was successfully proved in the testing group and the entire group. Finally, multivariate Cox regression analysis and stratification analysis further proved that the 9‐lncRNA signature was an independent factor to predict survival. In summary, the present study provides a deeper understanding of the lncRNA‐related ceRNA network in ccRCC and suggests that the 9‐lncRNA signature could serve as an independent biomarker to predict survival in ccRCC patients. John Wiley and Sons Inc. 2018-09-27 2018-10 /pmc/articles/PMC6172067/ /pubmed/30152187 http://dx.doi.org/10.1111/cas.13778 Text en © 2018 The Authors. Cancer Science published by John Wiley & Sons Australia, Ltd on behalf of Japanese Cancer Association. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Yin, Hang Wang, Xiaoyuan Zhang, Xue Wang, Yan Zeng, Yangyang Xiong, Yudi Li, Tianqi Lin, Rongjie Zhou, Qian Ling, Huan Zhou, Fuxiang Zhou, Yunfeng Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title | Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title_full | Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title_fullStr | Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title_full_unstemmed | Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title_short | Integrated analysis of long noncoding RNA associated‐competing endogenous RNA as prognostic biomarkers in clear cell renal carcinoma |
title_sort | integrated analysis of long noncoding rna associated‐competing endogenous rna as prognostic biomarkers in clear cell renal carcinoma |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172067/ https://www.ncbi.nlm.nih.gov/pubmed/30152187 http://dx.doi.org/10.1111/cas.13778 |
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