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Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status
BACKGROUND: The potential benefit of risk stratification using a 4-miRNA signature in combination with MGMT promoter methylation in IDH1/2 wild-type glioblastoma patients was assessed. METHODS: Primary tumors from 102 patients with comparable treatment from the LMU Munich (n = 37), the University Ho...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712804/ https://www.ncbi.nlm.nih.gov/pubmed/33305269 http://dx.doi.org/10.1093/noajnl/vdaa137 |
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author | Unger, Kristian Fleischmann, Daniel F Ruf, Viktoria Felsberg, Jörg Piehlmaier, Daniel Samaga, Daniel Hess, Julia Suresh, Marian Preetham Mittelbronn, Michel Lauber, Kirsten Budach, Wilfried Sabel, Michael Rödel, Claus Reifenberger, Guido Herms, Jochen Tonn, Jörg-Christian Zitzelsberger, Horst Belka, Claus Niyazi, Maximilian |
author_facet | Unger, Kristian Fleischmann, Daniel F Ruf, Viktoria Felsberg, Jörg Piehlmaier, Daniel Samaga, Daniel Hess, Julia Suresh, Marian Preetham Mittelbronn, Michel Lauber, Kirsten Budach, Wilfried Sabel, Michael Rödel, Claus Reifenberger, Guido Herms, Jochen Tonn, Jörg-Christian Zitzelsberger, Horst Belka, Claus Niyazi, Maximilian |
author_sort | Unger, Kristian |
collection | PubMed |
description | BACKGROUND: The potential benefit of risk stratification using a 4-miRNA signature in combination with MGMT promoter methylation in IDH1/2 wild-type glioblastoma patients was assessed. METHODS: Primary tumors from 102 patients with comparable treatment from the LMU Munich (n = 37), the University Hospital Düsseldorf (n = 33), and The Cancer Genome Atlas (n = 32) were included. Risk groups were built using expressions of hsa-let-7a-5p, hsa-let-7b-5p, hsa-miR-615-5p, and hsa-miR-125a-5p to assess prognostic performance in overall survival (OS). MGMT promoter methylation and age were considered as cofactors. Integrated miRNA, DNA methylome, and transcriptome analysis were used to explore the functional impact of signature miRNAs. RESULTS: The 4-miRNA signature defined high-risk (n = 46, median OS: 15.8 months) and low-risk patients (n = 56, median OS: 20.7 months; univariable Cox proportional hazard analysis: hazard ratio [HR]: 1.8, 95% confidence interval [CI]: 1.14–2.83, P = .01). The multivariable Cox proportional hazard model including the 4-miRNA signature (P = .161), MGMT promoter methylation (P < .001), and age (P = .034) significantly predicted OS (Log-rank P < .0001). Likewise to clinical routine, analysis was performed for younger (≤60 years, n = 50, median OS: 20.2 months) and older patients (>60 years, n = 52, median OS: 15.8) separately. In younger patients, the 4-miRNA signature had prognostic value (HR: 1.92, 95% CI: 0.93–3.93, P = .076). Particularly, younger, MGMT methylated, 4-miRNA signature low-risk patients (n = 18, median OS: 37.4 months) showed significantly improved survival, compared to other younger patients (n = 32, OS 18.5 months; HR: 0.33, 95% CI: 0.15–0.71, P = .003). Integrated data analysis revealed 4-miRNA signature-associated genes and pathways. CONCLUSION: The prognostic 4-miRNA signature in combination with MGMT promoter methylation improved risk stratification with the potential for therapeutic substratification, especially of younger patients. |
format | Online Article Text |
id | pubmed-7712804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-77128042020-12-09 Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status Unger, Kristian Fleischmann, Daniel F Ruf, Viktoria Felsberg, Jörg Piehlmaier, Daniel Samaga, Daniel Hess, Julia Suresh, Marian Preetham Mittelbronn, Michel Lauber, Kirsten Budach, Wilfried Sabel, Michael Rödel, Claus Reifenberger, Guido Herms, Jochen Tonn, Jörg-Christian Zitzelsberger, Horst Belka, Claus Niyazi, Maximilian Neurooncol Adv Basic and Translational Investigations BACKGROUND: The potential benefit of risk stratification using a 4-miRNA signature in combination with MGMT promoter methylation in IDH1/2 wild-type glioblastoma patients was assessed. METHODS: Primary tumors from 102 patients with comparable treatment from the LMU Munich (n = 37), the University Hospital Düsseldorf (n = 33), and The Cancer Genome Atlas (n = 32) were included. Risk groups were built using expressions of hsa-let-7a-5p, hsa-let-7b-5p, hsa-miR-615-5p, and hsa-miR-125a-5p to assess prognostic performance in overall survival (OS). MGMT promoter methylation and age were considered as cofactors. Integrated miRNA, DNA methylome, and transcriptome analysis were used to explore the functional impact of signature miRNAs. RESULTS: The 4-miRNA signature defined high-risk (n = 46, median OS: 15.8 months) and low-risk patients (n = 56, median OS: 20.7 months; univariable Cox proportional hazard analysis: hazard ratio [HR]: 1.8, 95% confidence interval [CI]: 1.14–2.83, P = .01). The multivariable Cox proportional hazard model including the 4-miRNA signature (P = .161), MGMT promoter methylation (P < .001), and age (P = .034) significantly predicted OS (Log-rank P < .0001). Likewise to clinical routine, analysis was performed for younger (≤60 years, n = 50, median OS: 20.2 months) and older patients (>60 years, n = 52, median OS: 15.8) separately. In younger patients, the 4-miRNA signature had prognostic value (HR: 1.92, 95% CI: 0.93–3.93, P = .076). Particularly, younger, MGMT methylated, 4-miRNA signature low-risk patients (n = 18, median OS: 37.4 months) showed significantly improved survival, compared to other younger patients (n = 32, OS 18.5 months; HR: 0.33, 95% CI: 0.15–0.71, P = .003). Integrated data analysis revealed 4-miRNA signature-associated genes and pathways. CONCLUSION: The prognostic 4-miRNA signature in combination with MGMT promoter methylation improved risk stratification with the potential for therapeutic substratification, especially of younger patients. Oxford University Press 2020-10-15 /pmc/articles/PMC7712804/ /pubmed/33305269 http://dx.doi.org/10.1093/noajnl/vdaa137 Text en © The Author(s) 2020. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Basic and Translational Investigations Unger, Kristian Fleischmann, Daniel F Ruf, Viktoria Felsberg, Jörg Piehlmaier, Daniel Samaga, Daniel Hess, Julia Suresh, Marian Preetham Mittelbronn, Michel Lauber, Kirsten Budach, Wilfried Sabel, Michael Rödel, Claus Reifenberger, Guido Herms, Jochen Tonn, Jörg-Christian Zitzelsberger, Horst Belka, Claus Niyazi, Maximilian Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title | Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title_full | Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title_fullStr | Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title_full_unstemmed | Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title_short | Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status |
title_sort | improved risk stratification in younger idh wild-type glioblastoma patients by combining a 4-mirna signature with mgmt promoter methylation status |
topic | Basic and Translational Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712804/ https://www.ncbi.nlm.nih.gov/pubmed/33305269 http://dx.doi.org/10.1093/noajnl/vdaa137 |
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