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Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma
Conventional MRI plays a key role in the management of patients with high-grade glioma, but multiparametric MRI and PET tracers could provide further information to better characterize tumor metabolism and heterogeneity by identifying regions having a high risk of recurrence. In this study, we focus...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Nuclear Medicine
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8724903/ https://www.ncbi.nlm.nih.gov/pubmed/34016725 http://dx.doi.org/10.2967/jnumed.120.249524 |
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author | Collet, Solène Guillamo, Jean-Sébastien Berro, David Hassanein Chakhoyan, Ararat Constans, Jean-Marc Lechapt-Zalcman, Emmanuèle Derlon, Jean-Michel Hatt, Mathieu Visvikis, Dimitris Guillouet, Stéphane Perrio, Cécile Bernaudin, Myriam Valable, Samuel |
author_facet | Collet, Solène Guillamo, Jean-Sébastien Berro, David Hassanein Chakhoyan, Ararat Constans, Jean-Marc Lechapt-Zalcman, Emmanuèle Derlon, Jean-Michel Hatt, Mathieu Visvikis, Dimitris Guillouet, Stéphane Perrio, Cécile Bernaudin, Myriam Valable, Samuel |
author_sort | Collet, Solène |
collection | PubMed |
description | Conventional MRI plays a key role in the management of patients with high-grade glioma, but multiparametric MRI and PET tracers could provide further information to better characterize tumor metabolism and heterogeneity by identifying regions having a high risk of recurrence. In this study, we focused on proliferation, hypervascularization, and hypoxia, all factors considered indicative of poor prognosis. They were assessed by measuring uptake of (18)F-3'-deoxy-3'-(18)F-fluorothymidine ((18)F-FLT), relative cerebral blood volume (rCBV) maps, and uptake of (18)F-fluoromisonidazole ((18)F-FMISO), respectively. For each modality, the volumes and high-uptake subvolumes (hot spots) were semiautomatically segmented and compared with the contrast enhancement (CE) volume on T1-weighted gadolinium-enhanced (T1w-Gd) images, commonly used in the management of patients with glioblastoma. Methods: Dynamic susceptibility contrast-enhanced MRI (31 patients), (18)F-FLT PET (20 patients), or (18)F-FMISO PET (20 patients), for a total of 31 patients, was performed on preoperative glioblastoma patients. Volumes and hot spots were segmented on SUV maps for (18)F-FLT PET (using the fuzzy locally adaptive bayesian algorithm) and (18)F-FMISO PET (using a mean contralateral image + 3.3 SDs) and on rCBV maps (using a mean contralateral image + 1.96 SDs) for dynamic susceptibility contrast-enhanced MRI and overlaid on T1w-Gd images. For each modality, the percentages of the peripheral volumes and the peripheral hot spots outside the CE volume were calculated. Results: All tumors showed highly proliferated, hypervascularized, and hypoxic regions. The images also showed pronounced heterogeneity of both tracers regarding their uptake and rCBV maps, within each individual patient. Overlaid volumes on T1w-Gd images showed that some proliferative, hypervascularized, and hypoxic regions extended beyond the CE volume but with marked differences between patients. The ranges of peripheral volume outside the CE volume were 1.6%–155.5%, 1.5%–89.5%, and 3.1%–78.0% for (18)F-FLT, rCBV, and (18)F-FMISO, respectively. All patients had hyperproliferative hot spots outside the CE volume, whereas hypervascularized and hypoxic hot spots were detected mainly within the enhancing region. Conclusion: Spatial analysis of multiparametric maps with segmented volumes and hot spots provides valuable information to optimize the management and treatment of patients with glioblastoma. |
format | Online Article Text |
id | pubmed-8724903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society of Nuclear Medicine |
record_format | MEDLINE/PubMed |
spelling | pubmed-87249032022-01-21 Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma Collet, Solène Guillamo, Jean-Sébastien Berro, David Hassanein Chakhoyan, Ararat Constans, Jean-Marc Lechapt-Zalcman, Emmanuèle Derlon, Jean-Michel Hatt, Mathieu Visvikis, Dimitris Guillouet, Stéphane Perrio, Cécile Bernaudin, Myriam Valable, Samuel J Nucl Med Clinical Investigation Conventional MRI plays a key role in the management of patients with high-grade glioma, but multiparametric MRI and PET tracers could provide further information to better characterize tumor metabolism and heterogeneity by identifying regions having a high risk of recurrence. In this study, we focused on proliferation, hypervascularization, and hypoxia, all factors considered indicative of poor prognosis. They were assessed by measuring uptake of (18)F-3'-deoxy-3'-(18)F-fluorothymidine ((18)F-FLT), relative cerebral blood volume (rCBV) maps, and uptake of (18)F-fluoromisonidazole ((18)F-FMISO), respectively. For each modality, the volumes and high-uptake subvolumes (hot spots) were semiautomatically segmented and compared with the contrast enhancement (CE) volume on T1-weighted gadolinium-enhanced (T1w-Gd) images, commonly used in the management of patients with glioblastoma. Methods: Dynamic susceptibility contrast-enhanced MRI (31 patients), (18)F-FLT PET (20 patients), or (18)F-FMISO PET (20 patients), for a total of 31 patients, was performed on preoperative glioblastoma patients. Volumes and hot spots were segmented on SUV maps for (18)F-FLT PET (using the fuzzy locally adaptive bayesian algorithm) and (18)F-FMISO PET (using a mean contralateral image + 3.3 SDs) and on rCBV maps (using a mean contralateral image + 1.96 SDs) for dynamic susceptibility contrast-enhanced MRI and overlaid on T1w-Gd images. For each modality, the percentages of the peripheral volumes and the peripheral hot spots outside the CE volume were calculated. Results: All tumors showed highly proliferated, hypervascularized, and hypoxic regions. The images also showed pronounced heterogeneity of both tracers regarding their uptake and rCBV maps, within each individual patient. Overlaid volumes on T1w-Gd images showed that some proliferative, hypervascularized, and hypoxic regions extended beyond the CE volume but with marked differences between patients. The ranges of peripheral volume outside the CE volume were 1.6%–155.5%, 1.5%–89.5%, and 3.1%–78.0% for (18)F-FLT, rCBV, and (18)F-FMISO, respectively. All patients had hyperproliferative hot spots outside the CE volume, whereas hypervascularized and hypoxic hot spots were detected mainly within the enhancing region. Conclusion: Spatial analysis of multiparametric maps with segmented volumes and hot spots provides valuable information to optimize the management and treatment of patients with glioblastoma. Society of Nuclear Medicine 2021-10 /pmc/articles/PMC8724903/ /pubmed/34016725 http://dx.doi.org/10.2967/jnumed.120.249524 Text en © 2021 by the Society of Nuclear Medicine and Molecular Imaging. https://creativecommons.org/licenses/by/4.0/Immediate Open Access: Creative Commons Attribution 4.0 International License (CC BY) allows users to share and adapt with attribution, excluding materials credited to previous publications. License: https://creativecommons.org/licenses/by/4.0/. Details: http://jnm.snmjournals.org/site/misc/permission.xhtml. |
spellingShingle | Clinical Investigation Collet, Solène Guillamo, Jean-Sébastien Berro, David Hassanein Chakhoyan, Ararat Constans, Jean-Marc Lechapt-Zalcman, Emmanuèle Derlon, Jean-Michel Hatt, Mathieu Visvikis, Dimitris Guillouet, Stéphane Perrio, Cécile Bernaudin, Myriam Valable, Samuel Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title | Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title_full | Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title_fullStr | Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title_full_unstemmed | Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title_short | Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, (18)F-FMISO PET, and (18)F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma |
title_sort | simultaneous mapping of vasculature, hypoxia, and proliferation using dynamic susceptibility contrast mri, (18)f-fmiso pet, and (18)f-flt pet in relation to contrast enhancement in newly diagnosed glioblastoma |
topic | Clinical Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8724903/ https://www.ncbi.nlm.nih.gov/pubmed/34016725 http://dx.doi.org/10.2967/jnumed.120.249524 |
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