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Published in: Journal of Neuro-Oncology 2/2017

01-09-2017 | Clinical Study

Multi-institutional external validation of a novel glioblastoma prognostic nomogram incorporating MGMT methylation

Authors: Jason K. Molitoris, Yuan James Rao, Rajal A. Patel, Liam T. Kane, Shahed N. Badiyan, Haley Gittleman, Jill S. Barnholtz-Sloan, Soren M. Bentzen, Tim J. Kruser, Jiayi Huang, Minesh P. Mehta

Published in: Journal of Neuro-Oncology | Issue 2/2017

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Abstract

A recent nomogram for glioblastoma (GBM) was designed to incorporate methylguanine-DNA methyltransferase (MGMT) methylation status in trial patients receiving temozolomide. Since clinical trial patients are strictly selected, compared to the general population, we performed a multi-institutional, external, independent assessment of the nomogram. Consecutive adult patients with supratentorial GBM diagnosed between June 2007 and December 2014 who initiated TMZ-based concurrent chemoradiotherapy (CRT) and were not enrolled on RTOG 0525 or 0825 were eligible. We collected age, gender, MGMT status, performance status, resection extent, race, and tumor site and Cox regression analysis of overall survival (OS) was conducted with the 1-year nomogram-predicted survival (NPS). The predictive accuracy was quantified by the concordance index (c-index) as well as by separating patients into quintile-groups of the population distribution of NPS and comparing mean NPS and observed OS. Of 514 patients with GBM, 309 had all nomogram factors. Median OS was 18.7 months. NPS and observed OS demonstrated a c-index of 0.695. On univariate analysis, the NPS and all included factors except gender were significant. On multivariable analysis (MVA) the only significant factor for worse survival was lower NPS. When separated into quintile-groups of NPS, the observed survival was slightly better than the predicted survival for all but the worst prognostic group. Our multi-institutional cohort provides independent external validation of a novel GBM nomogram incorporating MGMT methylation status. No individual factor included in the nomogram retained significance on MVA after adjusting for NPS.
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Metadata
Title
Multi-institutional external validation of a novel glioblastoma prognostic nomogram incorporating MGMT methylation
Authors
Jason K. Molitoris
Yuan James Rao
Rajal A. Patel
Liam T. Kane
Shahed N. Badiyan
Haley Gittleman
Jill S. Barnholtz-Sloan
Soren M. Bentzen
Tim J. Kruser
Jiayi Huang
Minesh P. Mehta
Publication date
01-09-2017
Publisher
Springer US
Published in
Journal of Neuro-Oncology / Issue 2/2017
Print ISSN: 0167-594X
Electronic ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-017-2529-2

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