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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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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