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A 4-miRNA signature predicts the therapeutic outcome of glioblastoma
Multimodal therapy of glioblastoma (GBM) reveals inter-individual variability in terms of treatment outcome. Here, we examined whether a miRNA signature can be defined for the a priori identification of patients with particularly poor prognosis. FFPE sections from 36 GBM patients along with overall...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5216759/ https://www.ncbi.nlm.nih.gov/pubmed/27302927 http://dx.doi.org/10.18632/oncotarget.9945 |
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author | Niyazi, Maximilian Pitea, Adriana Mittelbronn, Michel Steinbach, Joachim Sticht, Carsten Zehentmayr, Franz Piehlmaier, Daniel Zitzelsberger, Horst Ganswindt, Ute Rödel, Claus Lauber, Kirsten Belka, Claus Unger, Kristian |
author_facet | Niyazi, Maximilian Pitea, Adriana Mittelbronn, Michel Steinbach, Joachim Sticht, Carsten Zehentmayr, Franz Piehlmaier, Daniel Zitzelsberger, Horst Ganswindt, Ute Rödel, Claus Lauber, Kirsten Belka, Claus Unger, Kristian |
author_sort | Niyazi, Maximilian |
collection | PubMed |
description | Multimodal therapy of glioblastoma (GBM) reveals inter-individual variability in terms of treatment outcome. Here, we examined whether a miRNA signature can be defined for the a priori identification of patients with particularly poor prognosis. FFPE sections from 36 GBM patients along with overall survival follow-up were collected retrospectively and subjected to miRNA signature identification from microarray data. A risk score based on the expression of the signature miRNAs and cox-proportional hazard coefficients was calculated for each patient followed by validation in a matched GBM subset of TCGA. Genes potentially regulated by the signature miRNAs were identified by a correlation approach followed by pathway analysis. A prognostic 4-miRNA signature, independent of MGMT promoter methylation, age, and sex, was identified and a risk score was assigned to each patient that allowed defining two groups significantly differing in prognosis (p-value: 0.0001, median survival: 10.6 months and 15.1 months, hazard ratio = 3.8). The signature was technically validated by qRT-PCR and independently validated in an age- and sex-matched subset of standard-of-care treated patients of the TCGA GBM cohort (n=58). Pathway analysis suggested tumorigenesis-associated processes such as immune response, extracellular matrix organization, axon guidance, signalling by NGF, GPCR and Wnt. Here, we describe the identification and independent validation of a 4-miRNA signature that allows stratification of GBM patients into different prognostic groups in combination with one defined threshold and set of coefficients that could be utilized as diagnostic tool to identify GBM patients for improved and/or alternative treatment approaches. |
format | Online Article Text |
id | pubmed-5216759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-52167592017-01-15 A 4-miRNA signature predicts the therapeutic outcome of glioblastoma Niyazi, Maximilian Pitea, Adriana Mittelbronn, Michel Steinbach, Joachim Sticht, Carsten Zehentmayr, Franz Piehlmaier, Daniel Zitzelsberger, Horst Ganswindt, Ute Rödel, Claus Lauber, Kirsten Belka, Claus Unger, Kristian Oncotarget Research Paper Multimodal therapy of glioblastoma (GBM) reveals inter-individual variability in terms of treatment outcome. Here, we examined whether a miRNA signature can be defined for the a priori identification of patients with particularly poor prognosis. FFPE sections from 36 GBM patients along with overall survival follow-up were collected retrospectively and subjected to miRNA signature identification from microarray data. A risk score based on the expression of the signature miRNAs and cox-proportional hazard coefficients was calculated for each patient followed by validation in a matched GBM subset of TCGA. Genes potentially regulated by the signature miRNAs were identified by a correlation approach followed by pathway analysis. A prognostic 4-miRNA signature, independent of MGMT promoter methylation, age, and sex, was identified and a risk score was assigned to each patient that allowed defining two groups significantly differing in prognosis (p-value: 0.0001, median survival: 10.6 months and 15.1 months, hazard ratio = 3.8). The signature was technically validated by qRT-PCR and independently validated in an age- and sex-matched subset of standard-of-care treated patients of the TCGA GBM cohort (n=58). Pathway analysis suggested tumorigenesis-associated processes such as immune response, extracellular matrix organization, axon guidance, signalling by NGF, GPCR and Wnt. Here, we describe the identification and independent validation of a 4-miRNA signature that allows stratification of GBM patients into different prognostic groups in combination with one defined threshold and set of coefficients that could be utilized as diagnostic tool to identify GBM patients for improved and/or alternative treatment approaches. Impact Journals LLC 2016-06-11 /pmc/articles/PMC5216759/ /pubmed/27302927 http://dx.doi.org/10.18632/oncotarget.9945 Text en Copyright: © 2016 Niyazi et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Niyazi, Maximilian Pitea, Adriana Mittelbronn, Michel Steinbach, Joachim Sticht, Carsten Zehentmayr, Franz Piehlmaier, Daniel Zitzelsberger, Horst Ganswindt, Ute Rödel, Claus Lauber, Kirsten Belka, Claus Unger, Kristian A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title | A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title_full | A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title_fullStr | A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title_full_unstemmed | A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title_short | A 4-miRNA signature predicts the therapeutic outcome of glioblastoma |
title_sort | 4-mirna signature predicts the therapeutic outcome of glioblastoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5216759/ https://www.ncbi.nlm.nih.gov/pubmed/27302927 http://dx.doi.org/10.18632/oncotarget.9945 |
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