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Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification

Glioblastoma (GBM) is the most prevalent and aggressive adult brain tumor. Despite multi-modal therapies, GBM recurs, and patients have poor survival (~14 months). Resistance to therapy may originate from a subpopulation of tumor cells identified as glioma-stem cells (GSC), and new treatments are ur...

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Autores principales: Roddy, Aideen C., McInerney, Caitríona E., Flannery, Tom, Healy, Estelle G., Stewart, James P., Spence, Veronica J., Walsh, Jamie, Salto-Tellez, Manuel, McArt, Darragh G., Prise, Kevin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135924/
https://www.ncbi.nlm.nih.gov/pubmed/37189838
http://dx.doi.org/10.3390/biomedicines11041219
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author Roddy, Aideen C.
McInerney, Caitríona E.
Flannery, Tom
Healy, Estelle G.
Stewart, James P.
Spence, Veronica J.
Walsh, Jamie
Salto-Tellez, Manuel
McArt, Darragh G.
Prise, Kevin M.
author_facet Roddy, Aideen C.
McInerney, Caitríona E.
Flannery, Tom
Healy, Estelle G.
Stewart, James P.
Spence, Veronica J.
Walsh, Jamie
Salto-Tellez, Manuel
McArt, Darragh G.
Prise, Kevin M.
author_sort Roddy, Aideen C.
collection PubMed
description Glioblastoma (GBM) is the most prevalent and aggressive adult brain tumor. Despite multi-modal therapies, GBM recurs, and patients have poor survival (~14 months). Resistance to therapy may originate from a subpopulation of tumor cells identified as glioma-stem cells (GSC), and new treatments are urgently needed to target these. The biology underpinning GBM recurrence was investigated using whole transcriptome profiling of patient-matched initial and recurrent GBM (recGBM). Differential expression analysis identified 147 significant probes. In total, 24 genes were validated using expression data from four public cohorts and the literature. Functional analyses revealed that transcriptional changes to recGBM were dominated by angiogenesis and immune-related processes. The role of MHC class II proteins in antigen presentation and the differentiation, proliferation, and infiltration of immune cells was enriched. These results suggest recGBM would benefit from immunotherapies. The altered gene signature was further analyzed in a connectivity mapping analysis with QUADrATiC software to identify FDA-approved repurposing drugs. Top-ranking target compounds that may be effective against GSC and GBM recurrence were rosiglitazone, nizatidine, pantoprazole, and tolmetin. Our translational bioinformatics pipeline provides an approach to identify target compounds for repurposing that may add clinical benefit in addition to standard therapies against resistant cancers such as GBM.
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spelling pubmed-101359242023-04-28 Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification Roddy, Aideen C. McInerney, Caitríona E. Flannery, Tom Healy, Estelle G. Stewart, James P. Spence, Veronica J. Walsh, Jamie Salto-Tellez, Manuel McArt, Darragh G. Prise, Kevin M. Biomedicines Article Glioblastoma (GBM) is the most prevalent and aggressive adult brain tumor. Despite multi-modal therapies, GBM recurs, and patients have poor survival (~14 months). Resistance to therapy may originate from a subpopulation of tumor cells identified as glioma-stem cells (GSC), and new treatments are urgently needed to target these. The biology underpinning GBM recurrence was investigated using whole transcriptome profiling of patient-matched initial and recurrent GBM (recGBM). Differential expression analysis identified 147 significant probes. In total, 24 genes were validated using expression data from four public cohorts and the literature. Functional analyses revealed that transcriptional changes to recGBM were dominated by angiogenesis and immune-related processes. The role of MHC class II proteins in antigen presentation and the differentiation, proliferation, and infiltration of immune cells was enriched. These results suggest recGBM would benefit from immunotherapies. The altered gene signature was further analyzed in a connectivity mapping analysis with QUADrATiC software to identify FDA-approved repurposing drugs. Top-ranking target compounds that may be effective against GSC and GBM recurrence were rosiglitazone, nizatidine, pantoprazole, and tolmetin. Our translational bioinformatics pipeline provides an approach to identify target compounds for repurposing that may add clinical benefit in addition to standard therapies against resistant cancers such as GBM. MDPI 2023-04-19 /pmc/articles/PMC10135924/ /pubmed/37189838 http://dx.doi.org/10.3390/biomedicines11041219 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Roddy, Aideen C.
McInerney, Caitríona E.
Flannery, Tom
Healy, Estelle G.
Stewart, James P.
Spence, Veronica J.
Walsh, Jamie
Salto-Tellez, Manuel
McArt, Darragh G.
Prise, Kevin M.
Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title_full Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title_fullStr Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title_full_unstemmed Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title_short Transcriptional Profiling of a Patient-Matched Cohort of Glioblastoma (IDH-Wildtype) for Therapeutic Target and Repurposing Drug Identification
title_sort transcriptional profiling of a patient-matched cohort of glioblastoma (idh-wildtype) for therapeutic target and repurposing drug identification
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135924/
https://www.ncbi.nlm.nih.gov/pubmed/37189838
http://dx.doi.org/10.3390/biomedicines11041219
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