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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...

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Autores principales: Zhao, Rongchuan, Sa, Xiaohan, Ouyang, Nan, Zhang, Hong, Yang, Jiao, Pan, Jinlin, Gu, Jinhui, Zhou, Yuanshuai
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
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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.
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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
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