Cargando…

Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era

Since the development of the Radiation Therapy Oncology Group-Recursive Partitioning Analysis (RTOG-RPA) risk classes for high-grade glioma, radiation therapy in combination with temozolomide (TMZ) has become standard care. While this combination has improved survival, the prognosis remains poor in...

Descripción completa

Detalles Bibliográficos
Autores principales: Paravati, Anthony J., Heron, Dwight E., Landsittel, Douglas, Flickinger, John C., Mintz, Arlan, Chen, Yi-Fan, Huq, M. Saiful
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3151374/
https://www.ncbi.nlm.nih.gov/pubmed/21181233
http://dx.doi.org/10.1007/s11060-010-0499-8
_version_ 1782209608023015424
author Paravati, Anthony J.
Heron, Dwight E.
Landsittel, Douglas
Flickinger, John C.
Mintz, Arlan
Chen, Yi-Fan
Huq, M. Saiful
author_facet Paravati, Anthony J.
Heron, Dwight E.
Landsittel, Douglas
Flickinger, John C.
Mintz, Arlan
Chen, Yi-Fan
Huq, M. Saiful
author_sort Paravati, Anthony J.
collection PubMed
description Since the development of the Radiation Therapy Oncology Group-Recursive Partitioning Analysis (RTOG-RPA) risk classes for high-grade glioma, radiation therapy in combination with temozolomide (TMZ) has become standard care. While this combination has improved survival, the prognosis remains poor in the majority of patients. Therefore, strong interest in high-grade gliomas from basic research to clinical trials persists. We sought to evaluate whether the current RTOG-RPA retains prognostic significance in the TMZ era or alternatively, if modifications better prognosticate the optimal selection of patients with similar baseline prognosis for future clinical protocols. The records of 159 patients with newly-diagnosed glioblastoma (GBM, WHO grade IV) or anaplastic astrocytoma (AA, WHO grade III) were reviewed. Patients were treated with intensity-modulated radiation therapy (IMRT) and concurrent followed by adjuvant TMZ (n = 154) or adjuvant TMZ only (n = 5). The primary endpoint was overall survival. Three separate analyses were performed: (1) application of RTOG-RPA to the study cohort and calculation of subsequent survival curves, (2) fit a new tree model with the same predictors in RTOG-RPA, and (3) fit a new tree model with an expanded predictor set. All analyses used a regression tree analysis with a survival outcome fit to formulate new risk classes. Overall median survival was 14.9 months. Using the RTOG-RPA, the six classes retained their relative prognostic significance and overall ordering, with the corresponding survival distributions significantly different from each other (P < 0.01, χ(2) statistic = 70). New recursive partitioning limited to the predictors in RTOG-RPA defined four risk groups based on Karnofsky Performance Status (KPS), histology, age, length of neurologic symptoms, and mental status. Analysis across the expanded predictors defined six risk classes, including the same five variables plus tumor location, tobacco use, and hospitalization during radiation therapy. Patients with excellent functional status, AA, and frontal lobe tumors had the best prognosis. For patients with newly-diagnosed high-grade gliomas, RTOG-RPA classes retained prognostic significance in patients treated with TMZ and IMRT. In contrast to RTOG-RPA, in our modified RPA model, KPS rather than age represented the initial split. New recursive partitioning identified potential modifications to RTOG-RPA that should be further explored with a larger data set.
format Online
Article
Text
id pubmed-3151374
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-31513742011-09-21 Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era Paravati, Anthony J. Heron, Dwight E. Landsittel, Douglas Flickinger, John C. Mintz, Arlan Chen, Yi-Fan Huq, M. Saiful J Neurooncol Clinical Study – Patient Study Since the development of the Radiation Therapy Oncology Group-Recursive Partitioning Analysis (RTOG-RPA) risk classes for high-grade glioma, radiation therapy in combination with temozolomide (TMZ) has become standard care. While this combination has improved survival, the prognosis remains poor in the majority of patients. Therefore, strong interest in high-grade gliomas from basic research to clinical trials persists. We sought to evaluate whether the current RTOG-RPA retains prognostic significance in the TMZ era or alternatively, if modifications better prognosticate the optimal selection of patients with similar baseline prognosis for future clinical protocols. The records of 159 patients with newly-diagnosed glioblastoma (GBM, WHO grade IV) or anaplastic astrocytoma (AA, WHO grade III) were reviewed. Patients were treated with intensity-modulated radiation therapy (IMRT) and concurrent followed by adjuvant TMZ (n = 154) or adjuvant TMZ only (n = 5). The primary endpoint was overall survival. Three separate analyses were performed: (1) application of RTOG-RPA to the study cohort and calculation of subsequent survival curves, (2) fit a new tree model with the same predictors in RTOG-RPA, and (3) fit a new tree model with an expanded predictor set. All analyses used a regression tree analysis with a survival outcome fit to formulate new risk classes. Overall median survival was 14.9 months. Using the RTOG-RPA, the six classes retained their relative prognostic significance and overall ordering, with the corresponding survival distributions significantly different from each other (P < 0.01, χ(2) statistic = 70). New recursive partitioning limited to the predictors in RTOG-RPA defined four risk groups based on Karnofsky Performance Status (KPS), histology, age, length of neurologic symptoms, and mental status. Analysis across the expanded predictors defined six risk classes, including the same five variables plus tumor location, tobacco use, and hospitalization during radiation therapy. Patients with excellent functional status, AA, and frontal lobe tumors had the best prognosis. For patients with newly-diagnosed high-grade gliomas, RTOG-RPA classes retained prognostic significance in patients treated with TMZ and IMRT. In contrast to RTOG-RPA, in our modified RPA model, KPS rather than age represented the initial split. New recursive partitioning identified potential modifications to RTOG-RPA that should be further explored with a larger data set. Springer US 2010-12-22 2011 /pmc/articles/PMC3151374/ /pubmed/21181233 http://dx.doi.org/10.1007/s11060-010-0499-8 Text en © The Author(s) 2010 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
spellingShingle Clinical Study – Patient Study
Paravati, Anthony J.
Heron, Dwight E.
Landsittel, Douglas
Flickinger, John C.
Mintz, Arlan
Chen, Yi-Fan
Huq, M. Saiful
Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title_full Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title_fullStr Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title_full_unstemmed Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title_short Radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of Radiation Therapy Oncology Group-Recursive Partitioning Analysis in the IMRT and temozolomide era
title_sort radiotherapy and temozolomide for newly diagnosed glioblastoma and anaplastic astrocytoma: validation of radiation therapy oncology group-recursive partitioning analysis in the imrt and temozolomide era
topic Clinical Study – Patient Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3151374/
https://www.ncbi.nlm.nih.gov/pubmed/21181233
http://dx.doi.org/10.1007/s11060-010-0499-8
work_keys_str_mv AT paravatianthonyj radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT herondwighte radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT landsitteldouglas radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT flickingerjohnc radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT mintzarlan radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT chenyifan radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera
AT huqmsaiful radiotherapyandtemozolomidefornewlydiagnosedglioblastomaandanaplasticastrocytomavalidationofradiationtherapyoncologygrouprecursivepartitioninganalysisintheimrtandtemozolomideera