Cargando…
A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy
Numerous studies have identified various prognostic long non-coding RNAs (LncRNAs) in a specific cancer type, but a comprehensive pan-cancer analysis for prediction of LncRNAs that may serve as prognostic biomarkers is of great significance to be performed. Glioblastoma multiforme (GBM) is the most...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575119/ https://www.ncbi.nlm.nih.gov/pubmed/34759954 http://dx.doi.org/10.3389/fgene.2021.723725 |
_version_ | 1784595612043313152 |
---|---|
author | Zhao, Rongchuan Sa, Xiaohan Ouyang, Nan Zhang, Hong Yang, Jiao Pan, Jinlin Gu, Jinhui Zhou, Yuanshuai |
author_facet | Zhao, Rongchuan Sa, Xiaohan Ouyang, Nan Zhang, Hong Yang, Jiao Pan, Jinlin Gu, Jinhui Zhou, Yuanshuai |
author_sort | Zhao, Rongchuan |
collection | PubMed |
description | Numerous studies have identified various prognostic long non-coding RNAs (LncRNAs) in a specific cancer type, but a comprehensive pan-cancer analysis for prediction of LncRNAs that may serve as prognostic biomarkers is of great significance to be performed. Glioblastoma multiforme (GBM) is the most common and aggressive malignant adult primary brain tumor. There is an urgent need to identify novel therapies for GBM due to its poor prognosis and universal recurrence. Using available LncRNA expression data of 12 cancer types and survival data of 30 cancer types from online databases, we identified 48 differentially expressed LncRNAs in cancers as potential pan-cancer prognostic biomarkers. Two candidate LncRNAs were selected for validation in GBM. By the expression detection in GBM cell lines and survival analysis in GBM patients, we demonstrated the reliability of the list of pan-cancer prognostic LncRNAs obtained above. By constructing LncRNA-mRNA-drug network in GBM, we predicted novel drug-target interactions for GBM correlated LncRNA. This analysis has revealed common prognostic LncRNAs among cancers, which may provide insights into cancer pathogenesis and novel drug target in GBM. |
format | Online Article Text |
id | pubmed-8575119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85751192021-11-09 A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy Zhao, Rongchuan Sa, Xiaohan Ouyang, Nan Zhang, Hong Yang, Jiao Pan, Jinlin Gu, Jinhui Zhou, Yuanshuai Front Genet Genetics Numerous studies have identified various prognostic long non-coding RNAs (LncRNAs) in a specific cancer type, but a comprehensive pan-cancer analysis for prediction of LncRNAs that may serve as prognostic biomarkers is of great significance to be performed. Glioblastoma multiforme (GBM) is the most common and aggressive malignant adult primary brain tumor. There is an urgent need to identify novel therapies for GBM due to its poor prognosis and universal recurrence. Using available LncRNA expression data of 12 cancer types and survival data of 30 cancer types from online databases, we identified 48 differentially expressed LncRNAs in cancers as potential pan-cancer prognostic biomarkers. Two candidate LncRNAs were selected for validation in GBM. By the expression detection in GBM cell lines and survival analysis in GBM patients, we demonstrated the reliability of the list of pan-cancer prognostic LncRNAs obtained above. By constructing LncRNA-mRNA-drug network in GBM, we predicted novel drug-target interactions for GBM correlated LncRNA. This analysis has revealed common prognostic LncRNAs among cancers, which may provide insights into cancer pathogenesis and novel drug target in GBM. Frontiers Media S.A. 2021-08-24 /pmc/articles/PMC8575119/ /pubmed/34759954 http://dx.doi.org/10.3389/fgene.2021.723725 Text en Copyright © 2021 Zhao, Sa, Ouyang, Zhang, Yang, Pan, Gu and Zhou. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Zhao, Rongchuan Sa, Xiaohan Ouyang, Nan Zhang, Hong Yang, Jiao Pan, Jinlin Gu, Jinhui Zhou, Yuanshuai A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title | A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title_full | A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title_fullStr | A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title_full_unstemmed | A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title_short | A Pan-Cancer Analysis of Transcriptome and Survival Reveals Prognostic Differentially Expressed LncRNAs and Predicts Novel Drugs for Glioblastoma Multiforme Therapy |
title_sort | pan-cancer analysis of transcriptome and survival reveals prognostic differentially expressed lncrnas and predicts novel drugs for glioblastoma multiforme therapy |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575119/ https://www.ncbi.nlm.nih.gov/pubmed/34759954 http://dx.doi.org/10.3389/fgene.2021.723725 |
work_keys_str_mv | AT zhaorongchuan apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT saxiaohan apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT ouyangnan apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT zhanghong apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT yangjiao apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT panjinlin apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT gujinhui apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT zhouyuanshuai apancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT zhaorongchuan pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT saxiaohan pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT ouyangnan pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT zhanghong pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT yangjiao pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT panjinlin pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT gujinhui pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy AT zhouyuanshuai pancanceranalysisoftranscriptomeandsurvivalrevealsprognosticdifferentiallyexpressedlncrnasandpredictsnoveldrugsforglioblastomamultiformetherapy |