Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma

Purpose/objectivesMultiparametric advanced MR and [18F]fluorodeoxyglucose (FDG)-positron emission tomography (PET) imaging may be important biomarkers for prognosis as well for distinguishing recurrent glioblastoma multiforme (GBM) from treatment-related changes.Methods/materialsWe retrospectively e...

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Main Authors: Comron Hassanzadeh, Yuan James Rao, Anupama Chundury, Jackson Rowe, Maria Rosana Ponisio, Akash Sharma, Michelle Miller-Thomas, Christina I. Tsien, Joseph E. Ippolito
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-08-01
Series:Frontiers in Oncology
Subjects:
MRI
Online Access:http://journal.frontiersin.org/article/10.3389/fonc.2017.00178/full
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spelling doaj-ef9393d9d245465aab47d129395d4cbf2020-11-24T22:20:22ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2017-08-01710.3389/fonc.2017.00178288680Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent GlioblastomaComron Hassanzadeh0Comron Hassanzadeh1Yuan James Rao2Anupama Chundury3Jackson Rowe4Maria Rosana Ponisio5Akash Sharma6Michelle Miller-Thomas7Christina I. Tsien8Joseph E. Ippolito9Joseph E. Ippolito10Department of Radiation Oncology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Genetics, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Radiation Oncology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Radiation Oncology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Radiation Oncology, Washington University in St. Louis, St. Louis, MO, United StatesMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Radiology, Mayo Clinic Florida, Jacksonville, FL, United StatesMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Radiation Oncology, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Genetics, Washington University in St. Louis, St. Louis, MO, United StatesMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, United StatesPurpose/objectivesMultiparametric advanced MR and [18F]fluorodeoxyglucose (FDG)-positron emission tomography (PET) imaging may be important biomarkers for prognosis as well for distinguishing recurrent glioblastoma multiforme (GBM) from treatment-related changes.Methods/materialsWe retrospectively evaluated 30 patients treated with chemoradiation for GBM and underwent advanced MR and FDG-PET for confirmation of tumor progression. Multiparametric MRI and FDG-PET imaging metrics were evaluated for their association with 6-month overall (OS) and progression-free survival (PFS) based on pathological, radiographic, and clinical criteria.Results17 males and 13 females were treated between 2001 and 2014, and later underwent FDG-PET at suspected recurrence. Baseline FDG-PET and MRI imaging was obtained at a median of 7.5 months [interquartile range (IQR) 3.7–12.4] following completion of chemoradiation. Median follow-up after FDG-PET imaging was 10 months (IQR 7.2–13.0). Receiver-operator characteristic curve analysis identified that lesions characterized by a ratio of the SUVmax to the normal contralateral brain (SUVmax/NB index) >1.5 and mean apparent diffusion coefficient (ADC) value of ≤1,400 × 10−6 mm2/s correlated with worse 6-month OS and PFS. We defined three patient groups that predicted the probability of tumor progression: SUVmax/NB index >1.5 and ADC ≤1,400 × 10−6 mm2/s defined high-risk patients (n = 7), SUVmax/NB index ≤1.5 and ADC >1,400 × 10−6 mm2/s defined low-risk patients (n = 11), and intermediate-risk (n = 12) defined the remainder of the patients. Median OS following the time of the FDG-PET scan for the low, intermediate, and high-risk groups were 23.5, 10.5, and 3.8 months (p < 0.01). Median PFS were 10.0, 4.4, and 1.9 months (p = 0.03). Rates of progression at 6-months in the low, intermediate, and high-risk groups were 36, 67, and 86% (p = 0.04).ConclusionRecurrent GBM in the molecular era is associated with highly variable outcomes. Multiparametric MR and FDG-PET biomarkers may provide a clinically relevant, non-invasive and cost-effective method of predicting prognosis and improving clinical decision making in the treatment of patients with suspected tumor recurrence.http://journal.frontiersin.org/article/10.3389/fonc.2017.00178/fullradiationMRIapparent diffusion coefficientdiffusion[18F]fluorodeoxyglucose-positron emission tomographyglioblastoma
collection DOAJ
language English
format Article
sources DOAJ
author Comron Hassanzadeh
Comron Hassanzadeh
Yuan James Rao
Anupama Chundury
Jackson Rowe
Maria Rosana Ponisio
Akash Sharma
Michelle Miller-Thomas
Christina I. Tsien
Joseph E. Ippolito
Joseph E. Ippolito
spellingShingle Comron Hassanzadeh
Comron Hassanzadeh
Yuan James Rao
Anupama Chundury
Jackson Rowe
Maria Rosana Ponisio
Akash Sharma
Michelle Miller-Thomas
Christina I. Tsien
Joseph E. Ippolito
Joseph E. Ippolito
Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
Frontiers in Oncology
radiation
MRI
apparent diffusion coefficient
diffusion
[18F]fluorodeoxyglucose-positron emission tomography
glioblastoma
author_facet Comron Hassanzadeh
Comron Hassanzadeh
Yuan James Rao
Anupama Chundury
Jackson Rowe
Maria Rosana Ponisio
Akash Sharma
Michelle Miller-Thomas
Christina I. Tsien
Joseph E. Ippolito
Joseph E. Ippolito
author_sort Comron Hassanzadeh
title Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
title_short Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
title_full Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
title_fullStr Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
title_full_unstemmed Multiparametric MRI and [18F]Fluorodeoxyglucose Positron Emission Tomography Imaging Is a Potential Prognostic Imaging Biomarker in Recurrent Glioblastoma
title_sort multiparametric mri and [18f]fluorodeoxyglucose positron emission tomography imaging is a potential prognostic imaging biomarker in recurrent glioblastoma
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2017-08-01
description Purpose/objectivesMultiparametric advanced MR and [18F]fluorodeoxyglucose (FDG)-positron emission tomography (PET) imaging may be important biomarkers for prognosis as well for distinguishing recurrent glioblastoma multiforme (GBM) from treatment-related changes.Methods/materialsWe retrospectively evaluated 30 patients treated with chemoradiation for GBM and underwent advanced MR and FDG-PET for confirmation of tumor progression. Multiparametric MRI and FDG-PET imaging metrics were evaluated for their association with 6-month overall (OS) and progression-free survival (PFS) based on pathological, radiographic, and clinical criteria.Results17 males and 13 females were treated between 2001 and 2014, and later underwent FDG-PET at suspected recurrence. Baseline FDG-PET and MRI imaging was obtained at a median of 7.5 months [interquartile range (IQR) 3.7–12.4] following completion of chemoradiation. Median follow-up after FDG-PET imaging was 10 months (IQR 7.2–13.0). Receiver-operator characteristic curve analysis identified that lesions characterized by a ratio of the SUVmax to the normal contralateral brain (SUVmax/NB index) >1.5 and mean apparent diffusion coefficient (ADC) value of ≤1,400 × 10−6 mm2/s correlated with worse 6-month OS and PFS. We defined three patient groups that predicted the probability of tumor progression: SUVmax/NB index >1.5 and ADC ≤1,400 × 10−6 mm2/s defined high-risk patients (n = 7), SUVmax/NB index ≤1.5 and ADC >1,400 × 10−6 mm2/s defined low-risk patients (n = 11), and intermediate-risk (n = 12) defined the remainder of the patients. Median OS following the time of the FDG-PET scan for the low, intermediate, and high-risk groups were 23.5, 10.5, and 3.8 months (p < 0.01). Median PFS were 10.0, 4.4, and 1.9 months (p = 0.03). Rates of progression at 6-months in the low, intermediate, and high-risk groups were 36, 67, and 86% (p = 0.04).ConclusionRecurrent GBM in the molecular era is associated with highly variable outcomes. Multiparametric MR and FDG-PET biomarkers may provide a clinically relevant, non-invasive and cost-effective method of predicting prognosis and improving clinical decision making in the treatment of patients with suspected tumor recurrence.
topic radiation
MRI
apparent diffusion coefficient
diffusion
[18F]fluorodeoxyglucose-positron emission tomography
glioblastoma
url http://journal.frontiersin.org/article/10.3389/fonc.2017.00178/full
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