Cargando…

Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma

Quantitative mapping of hyperperfused and hypercellular regions of glioblastoma has been proposed to improve definition of tumor regions at risk for local recurrence following conventional radiation therapy. As the processing of the multiparametric dynamic contrast-enhanced (DCE-) and diffusion-weig...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Michelle M., Parmar, Hemant A., Aryal, Madhava P., Mayo, Charles S., Balter, James M., Lawrence, Theodore S., Cao, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403045/
https://www.ncbi.nlm.nih.gov/pubmed/30854449
http://dx.doi.org/10.18383/j.tom.2018.00035
_version_ 1783400499373932544
author Kim, Michelle M.
Parmar, Hemant A.
Aryal, Madhava P.
Mayo, Charles S.
Balter, James M.
Lawrence, Theodore S.
Cao, Yue
author_facet Kim, Michelle M.
Parmar, Hemant A.
Aryal, Madhava P.
Mayo, Charles S.
Balter, James M.
Lawrence, Theodore S.
Cao, Yue
author_sort Kim, Michelle M.
collection PubMed
description Quantitative mapping of hyperperfused and hypercellular regions of glioblastoma has been proposed to improve definition of tumor regions at risk for local recurrence following conventional radiation therapy. As the processing of the multiparametric dynamic contrast-enhanced (DCE-) and diffusion-weighted (DW-) magnetic resonance imaging (MRI) data for delineation of these subvolumes requires additional steps that go beyond the standard practices of target definition, we sought to devise a workflow to support the timely planning and treatment of patients. A phase II study implementing a multiparametric imaging biomarker for tumor hyperperfusion and hypercellularity consisting of DCE-MRI and high b-value DW-MRI to guide intensified (75 Gy/30 fractions) radiation therapy (RT) in patients with newly diagnosed glioblastoma was launched. In this report, the workflow and the initial imaging outcomes of the first 12 patients are described. Among all the first 12 patients, treatment was initiated within 6 weeks of surgery and within 2 weeks of simulation. On average, the combined hypercellular volume and high cerebral blood volume/tumor perfusion volume were 1.8 times smaller than the T1 gadolinium abnormality and 10 times smaller than the FLAIR abnormality. Hypercellular volume and high cerebral blood volume/tumor perfusion volume each identified largely distinct regions and showed 57% overlap with the enhancing abnormality, and minimal-to-no extension outside of the FLAIR. These results show the feasibility of implementing a workflow for multiparametric magnetic resonance-guided radiation therapy into clinical trials with a coordinated multidisciplinary team, and the unique and complementary tumor subregions identified by the combination of high b-value DW-MRI and DCE-MRI.
format Online
Article
Text
id pubmed-6403045
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Grapho Publications, LLC
record_format MEDLINE/PubMed
spelling pubmed-64030452019-03-08 Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma Kim, Michelle M. Parmar, Hemant A. Aryal, Madhava P. Mayo, Charles S. Balter, James M. Lawrence, Theodore S. Cao, Yue Tomography Research Articles Quantitative mapping of hyperperfused and hypercellular regions of glioblastoma has been proposed to improve definition of tumor regions at risk for local recurrence following conventional radiation therapy. As the processing of the multiparametric dynamic contrast-enhanced (DCE-) and diffusion-weighted (DW-) magnetic resonance imaging (MRI) data for delineation of these subvolumes requires additional steps that go beyond the standard practices of target definition, we sought to devise a workflow to support the timely planning and treatment of patients. A phase II study implementing a multiparametric imaging biomarker for tumor hyperperfusion and hypercellularity consisting of DCE-MRI and high b-value DW-MRI to guide intensified (75 Gy/30 fractions) radiation therapy (RT) in patients with newly diagnosed glioblastoma was launched. In this report, the workflow and the initial imaging outcomes of the first 12 patients are described. Among all the first 12 patients, treatment was initiated within 6 weeks of surgery and within 2 weeks of simulation. On average, the combined hypercellular volume and high cerebral blood volume/tumor perfusion volume were 1.8 times smaller than the T1 gadolinium abnormality and 10 times smaller than the FLAIR abnormality. Hypercellular volume and high cerebral blood volume/tumor perfusion volume each identified largely distinct regions and showed 57% overlap with the enhancing abnormality, and minimal-to-no extension outside of the FLAIR. These results show the feasibility of implementing a workflow for multiparametric magnetic resonance-guided radiation therapy into clinical trials with a coordinated multidisciplinary team, and the unique and complementary tumor subregions identified by the combination of high b-value DW-MRI and DCE-MRI. Grapho Publications, LLC 2019-03 /pmc/articles/PMC6403045/ /pubmed/30854449 http://dx.doi.org/10.18383/j.tom.2018.00035 Text en © 2019 The Authors. Published by Grapho Publications, LLC http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Articles
Kim, Michelle M.
Parmar, Hemant A.
Aryal, Madhava P.
Mayo, Charles S.
Balter, James M.
Lawrence, Theodore S.
Cao, Yue
Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title_full Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title_fullStr Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title_full_unstemmed Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title_short Developing a Pipeline for Multiparametric MRI-Guided Radiation Therapy: Initial Results from a Phase II Clinical Trial in Newly Diagnosed Glioblastoma
title_sort developing a pipeline for multiparametric mri-guided radiation therapy: initial results from a phase ii clinical trial in newly diagnosed glioblastoma
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6403045/
https://www.ncbi.nlm.nih.gov/pubmed/30854449
http://dx.doi.org/10.18383/j.tom.2018.00035
work_keys_str_mv AT kimmichellem developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT parmarhemanta developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT aryalmadhavap developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT mayocharless developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT balterjamesm developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT lawrencetheodores developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma
AT caoyue developingapipelineformultiparametricmriguidedradiationtherapyinitialresultsfromaphaseiiclinicaltrialinnewlydiagnosedglioblastoma