Cargando…

Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan

BACKGROUND: Perfusion weighted imaging (PWI) can be used to measure key aspects of tumor vascularity in vivo and recent studies suggest that perfusion imaging may be useful in the early assessment of response to angiogenesis inhibitors. Aim of this work is to compare Parametric Response Maps (PRMs)...

Descripción completa

Detalles Bibliográficos
Autores principales: Aquino, Domenico, Di Stefano, Anna Luisa, Scotti, Alessandro, Cuppini, Lucia, Anghileri, Elena, Finocchiaro, Gaetano, Bruzzone, Maria Grazia, Eoli, Marica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3968002/
https://www.ncbi.nlm.nih.gov/pubmed/24675671
http://dx.doi.org/10.1371/journal.pone.0090535
_version_ 1782309094221152256
author Aquino, Domenico
Di Stefano, Anna Luisa
Scotti, Alessandro
Cuppini, Lucia
Anghileri, Elena
Finocchiaro, Gaetano
Bruzzone, Maria Grazia
Eoli, Marica
author_facet Aquino, Domenico
Di Stefano, Anna Luisa
Scotti, Alessandro
Cuppini, Lucia
Anghileri, Elena
Finocchiaro, Gaetano
Bruzzone, Maria Grazia
Eoli, Marica
author_sort Aquino, Domenico
collection PubMed
description BACKGROUND: Perfusion weighted imaging (PWI) can be used to measure key aspects of tumor vascularity in vivo and recent studies suggest that perfusion imaging may be useful in the early assessment of response to angiogenesis inhibitors. Aim of this work is to compare Parametric Response Maps (PRMs) with the Region Of Interest (ROI) approach in the analysis of tumor changes induced by bevacizumab and irinotecan in recurrent glioblastomas (rGBM), and to evaluate if changes in tumor blood volume measured by perfusion MRI may predict clinical outcome. METHODS: 42 rGBM patients with KPS ≥50 were treated until progression, as defined by MRI with RANO criteria. Relative cerebral blood volume (rCBV) variation after 8 weeks of treatment was calculated through semi-automatic ROI placement in the same anatomic region as in baseline. Alternatively, rCBV variations with respect to baseline were calculated into the evolving tumor region using a voxel-by-voxel difference. PRMs were created showing where rCBV significantly increased, decreased or remained unchanged. RESULTS: An increased blood volume in PRM (PRM(CBV+)) higher than 18% (first quartile) after 8 weeks of treatment was associated with increased progression free survival (PFS; 24 versus 13 weeks, p = 0.045) and overall survival (OS; 38 versus 25 weeks, p = 0.016). After 8 weeks of treatment ROI analysis showed that mean rCBV remained elevated in non responsive patients (4.8±0.9 versus 5.1±1.2, p = 0.38), whereas decreased in responsive patients (4.2±1.3 versus 3.8±1.6 p = 0.04), and re-increased progressively when patients approached tumor progression. CONCLUSIONS: Our data suggest that PRMs can provide an early marker of response to antiangiogenic treatment and warrant further confirmation in a larger cohort of GBM patients.
format Online
Article
Text
id pubmed-3968002
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-39680022014-04-01 Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan Aquino, Domenico Di Stefano, Anna Luisa Scotti, Alessandro Cuppini, Lucia Anghileri, Elena Finocchiaro, Gaetano Bruzzone, Maria Grazia Eoli, Marica PLoS One Research Article BACKGROUND: Perfusion weighted imaging (PWI) can be used to measure key aspects of tumor vascularity in vivo and recent studies suggest that perfusion imaging may be useful in the early assessment of response to angiogenesis inhibitors. Aim of this work is to compare Parametric Response Maps (PRMs) with the Region Of Interest (ROI) approach in the analysis of tumor changes induced by bevacizumab and irinotecan in recurrent glioblastomas (rGBM), and to evaluate if changes in tumor blood volume measured by perfusion MRI may predict clinical outcome. METHODS: 42 rGBM patients with KPS ≥50 were treated until progression, as defined by MRI with RANO criteria. Relative cerebral blood volume (rCBV) variation after 8 weeks of treatment was calculated through semi-automatic ROI placement in the same anatomic region as in baseline. Alternatively, rCBV variations with respect to baseline were calculated into the evolving tumor region using a voxel-by-voxel difference. PRMs were created showing where rCBV significantly increased, decreased or remained unchanged. RESULTS: An increased blood volume in PRM (PRM(CBV+)) higher than 18% (first quartile) after 8 weeks of treatment was associated with increased progression free survival (PFS; 24 versus 13 weeks, p = 0.045) and overall survival (OS; 38 versus 25 weeks, p = 0.016). After 8 weeks of treatment ROI analysis showed that mean rCBV remained elevated in non responsive patients (4.8±0.9 versus 5.1±1.2, p = 0.38), whereas decreased in responsive patients (4.2±1.3 versus 3.8±1.6 p = 0.04), and re-increased progressively when patients approached tumor progression. CONCLUSIONS: Our data suggest that PRMs can provide an early marker of response to antiangiogenic treatment and warrant further confirmation in a larger cohort of GBM patients. Public Library of Science 2014-03-27 /pmc/articles/PMC3968002/ /pubmed/24675671 http://dx.doi.org/10.1371/journal.pone.0090535 Text en © 2014 Aquino et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited.
spellingShingle Research Article
Aquino, Domenico
Di Stefano, Anna Luisa
Scotti, Alessandro
Cuppini, Lucia
Anghileri, Elena
Finocchiaro, Gaetano
Bruzzone, Maria Grazia
Eoli, Marica
Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title_full Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title_fullStr Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title_full_unstemmed Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title_short Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan
title_sort parametric response maps of perfusion mri may identify recurrent glioblastomas responsive to bevacizumab and irinotecan
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3968002/
https://www.ncbi.nlm.nih.gov/pubmed/24675671
http://dx.doi.org/10.1371/journal.pone.0090535
work_keys_str_mv AT aquinodomenico parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT distefanoannaluisa parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT scottialessandro parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT cuppinilucia parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT anghilerielena parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT finocchiarogaetano parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT bruzzonemariagrazia parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan
AT eolimarica parametricresponsemapsofperfusionmrimayidentifyrecurrentglioblastomasresponsivetobevacizumabandirinotecan