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Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas

BACKGROUND AND PURPOSE: To compare the utility of quantitative PET/MRI, dynamic susceptibility contrast (DSC) perfusion MRI (pMRI), and PET/CT in differentiating radiation necrosis (RN) from tumor recurrence (TR) in patients with treated glioblastoma multiforme (GBM). METHODS: The study included 24...

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Autores principales: Hojjati, Mojgan, Badve, Chaitra, Garg, Vasant, Tatsuoka, Curtis, Rogers, Lisa, Sloan, Andrew, Faulhaber, Peter, Ros, Pablo R., Wolansky, Leo J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5811794/
https://www.ncbi.nlm.nih.gov/pubmed/28718993
http://dx.doi.org/10.1111/jon.12460
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author Hojjati, Mojgan
Badve, Chaitra
Garg, Vasant
Tatsuoka, Curtis
Rogers, Lisa
Sloan, Andrew
Faulhaber, Peter
Ros, Pablo R.
Wolansky, Leo J.
author_facet Hojjati, Mojgan
Badve, Chaitra
Garg, Vasant
Tatsuoka, Curtis
Rogers, Lisa
Sloan, Andrew
Faulhaber, Peter
Ros, Pablo R.
Wolansky, Leo J.
author_sort Hojjati, Mojgan
collection PubMed
description BACKGROUND AND PURPOSE: To compare the utility of quantitative PET/MRI, dynamic susceptibility contrast (DSC) perfusion MRI (pMRI), and PET/CT in differentiating radiation necrosis (RN) from tumor recurrence (TR) in patients with treated glioblastoma multiforme (GBM). METHODS: The study included 24 patients with GBM treated with surgery, radiotherapy, and temozolomide who presented with progression on imaging follow‐up. All patients underwent PET/MRI and pMRI during a single examination. Additionally, 19 of 24 patients underwent PET/CT on the same day. Diagnosis was established by pathology in 17 of 24 and by clinical/radiologic consensus in 7 of 24. For the quantitative PET/MRI and PET/CT analysis, a region of interest (ROI) was drawn around each lesion and within the contralateral white matter. Lesion to contralateral white matter ratios for relative maximum, mean, and median were calculated. For pMRI, lesion ROI was drawn on the cerebral blood volume (CBV) maps and histogram metrics were calculated. Diagnostic performance for each metric was assessed using receiver operating characteristic curve analysis and area under curve (AUC) was calculated. RESULTS: In 24 patients, 28 lesions were identified. For PET/MRI, relative mean ≥ 1.31 resulted in AUC of .94 with both sensitivity and negative predictive values (NPVs) of 100%. For pMRI, CBV max ≥3.32 yielded an AUC of .94 with both sensitivity and NPV measuring 100%. The joint model utilizing r‐mean (PET/MRI) and CBV mode (pMRI) resulted in AUC of 1.0. CONCLUSION: Our study demonstrates that quantitative PET/MRI parameters in combination with DSC pMRI provide the best diagnostic utility in distinguishing RN from TR in treated GBMs.
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spelling pubmed-58117942018-02-16 Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas Hojjati, Mojgan Badve, Chaitra Garg, Vasant Tatsuoka, Curtis Rogers, Lisa Sloan, Andrew Faulhaber, Peter Ros, Pablo R. Wolansky, Leo J. J Neuroimaging Original Research BACKGROUND AND PURPOSE: To compare the utility of quantitative PET/MRI, dynamic susceptibility contrast (DSC) perfusion MRI (pMRI), and PET/CT in differentiating radiation necrosis (RN) from tumor recurrence (TR) in patients with treated glioblastoma multiforme (GBM). METHODS: The study included 24 patients with GBM treated with surgery, radiotherapy, and temozolomide who presented with progression on imaging follow‐up. All patients underwent PET/MRI and pMRI during a single examination. Additionally, 19 of 24 patients underwent PET/CT on the same day. Diagnosis was established by pathology in 17 of 24 and by clinical/radiologic consensus in 7 of 24. For the quantitative PET/MRI and PET/CT analysis, a region of interest (ROI) was drawn around each lesion and within the contralateral white matter. Lesion to contralateral white matter ratios for relative maximum, mean, and median were calculated. For pMRI, lesion ROI was drawn on the cerebral blood volume (CBV) maps and histogram metrics were calculated. Diagnostic performance for each metric was assessed using receiver operating characteristic curve analysis and area under curve (AUC) was calculated. RESULTS: In 24 patients, 28 lesions were identified. For PET/MRI, relative mean ≥ 1.31 resulted in AUC of .94 with both sensitivity and negative predictive values (NPVs) of 100%. For pMRI, CBV max ≥3.32 yielded an AUC of .94 with both sensitivity and NPV measuring 100%. The joint model utilizing r‐mean (PET/MRI) and CBV mode (pMRI) resulted in AUC of 1.0. CONCLUSION: Our study demonstrates that quantitative PET/MRI parameters in combination with DSC pMRI provide the best diagnostic utility in distinguishing RN from TR in treated GBMs. John Wiley and Sons Inc. 2017-07-18 2018 /pmc/articles/PMC5811794/ /pubmed/28718993 http://dx.doi.org/10.1111/jon.12460 Text en © 2017 The Authors. Journal of Neuroimaging published by Wiley Periodicals, Inc. on behalf of American Society of Neuroimaging This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Research
Hojjati, Mojgan
Badve, Chaitra
Garg, Vasant
Tatsuoka, Curtis
Rogers, Lisa
Sloan, Andrew
Faulhaber, Peter
Ros, Pablo R.
Wolansky, Leo J.
Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title_full Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title_fullStr Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title_full_unstemmed Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title_short Role of FDG‐PET/MRI, FDG‐PET/CT, and Dynamic Susceptibility Contrast Perfusion MRI in Differentiating Radiation Necrosis from Tumor Recurrence in Glioblastomas
title_sort role of fdg‐pet/mri, fdg‐pet/ct, and dynamic susceptibility contrast perfusion mri in differentiating radiation necrosis from tumor recurrence in glioblastomas
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5811794/
https://www.ncbi.nlm.nih.gov/pubmed/28718993
http://dx.doi.org/10.1111/jon.12460
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