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Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study

SIMPLE SUMMARY: Gliomas are known to present with an altered metabolic phenotype that contributes to the abnormal tumor microenvironment detectable on MRI. The aim of this study was to quantify metabolic statuses of glioma using pH- and oxygen-sensitive MRI and associate the measurements with geneti...

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Autores principales: Yao, Jingwen, Hagiwara, Akifumi, Oughourlian, Talia C., Wang, Chencai, Raymond, Catalina, Pope, Whitney B., Salamon, Noriko, Lai, Albert, Ji, Matthew, Nghiemphu, Phioanh L., Liau, Linda M., Cloughesy, Timothy F., Ellingson, Benjamin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139712/
https://www.ncbi.nlm.nih.gov/pubmed/35626127
http://dx.doi.org/10.3390/cancers14102520
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author Yao, Jingwen
Hagiwara, Akifumi
Oughourlian, Talia C.
Wang, Chencai
Raymond, Catalina
Pope, Whitney B.
Salamon, Noriko
Lai, Albert
Ji, Matthew
Nghiemphu, Phioanh L.
Liau, Linda M.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
author_facet Yao, Jingwen
Hagiwara, Akifumi
Oughourlian, Talia C.
Wang, Chencai
Raymond, Catalina
Pope, Whitney B.
Salamon, Noriko
Lai, Albert
Ji, Matthew
Nghiemphu, Phioanh L.
Liau, Linda M.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
author_sort Yao, Jingwen
collection PubMed
description SIMPLE SUMMARY: Gliomas are known to present with an altered metabolic phenotype that contributes to the abnormal tumor microenvironment detectable on MRI. The aim of this study was to quantify metabolic statuses of glioma using pH- and oxygen-sensitive MRI and associate the measurements with genetic mutation and prognosis. Using the data of 159 adult glioma patients, we revealed that isocitrate dehydrogenase mutation, 1p/19q co-deletion, and epidermal growth factor receptor amplification statuses were associated with the MRI measurements revealing tissue acidosis and hypoxia, and these measurements were also associated with progression-free survival and overall survival, independent of patient age, treatment status, and isocitrate dehydrogenase mutation status. In conclusion, the pH- and oxygen-sensitive MRI is clinically feasible and potentially valuable for distinguishing glioma genotypes and provides additional prognostic value to clinical practice. ABSTRACT: Characterization of hypoxia and tissue acidosis could advance the understanding of glioma biology and improve patient management. In this study, we evaluated the ability of a pH- and oxygen-sensitive magnetic resonance imaging (MRI) technique to differentiate glioma genotypes, including isocitrate dehydrogenase (IDH) mutation, 1p/19q co-deletion, and epidermal growth factor receptor (EGFR) amplification, and investigated its prognostic value. A total of 159 adult glioma patients were scanned with pH- and oxygen-sensitive MRI at 3T. We quantified the pH-sensitive measure of magnetization transfer ratio asymmetry (MTR(asym)) and oxygen-sensitive measure of R(2)’ within the tumor region-of-interest. IDH mutant gliomas showed significantly lower MTR(asym) × R(2)’ (p < 0.001), which differentiated IDH mutation status with sensitivity and specificity of 90.0% and 71.9%. Within IDH mutants, 1p/19q codeletion was associated with lower tumor acidity (p < 0.0001, sensitivity 76.9%, specificity 91.3%), while IDH wild-type, EGFR-amplified gliomas were more hypoxic (R(2)’ p = 0.024, sensitivity 66.7%, specificity 76.9%). Both R(2)’ and MTR(asym) × R(2)’ were significantly associated with patient overall survival (R(2)’: p = 0.045; MTR(asym) × R(2)’: p = 0.002) and progression-free survival (R(2)’: p = 0.010; MTR(asym) × R(2)’: p < 0.0001), independent of patient age, treatment status, and IDH status. The pH- and oxygen-sensitive MRI is a clinically feasible and potentially valuable imaging technique for distinguishing glioma subtypes and providing additional prognostic value to clinical practice.
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spelling pubmed-91397122022-05-28 Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study Yao, Jingwen Hagiwara, Akifumi Oughourlian, Talia C. Wang, Chencai Raymond, Catalina Pope, Whitney B. Salamon, Noriko Lai, Albert Ji, Matthew Nghiemphu, Phioanh L. Liau, Linda M. Cloughesy, Timothy F. Ellingson, Benjamin M. Cancers (Basel) Article SIMPLE SUMMARY: Gliomas are known to present with an altered metabolic phenotype that contributes to the abnormal tumor microenvironment detectable on MRI. The aim of this study was to quantify metabolic statuses of glioma using pH- and oxygen-sensitive MRI and associate the measurements with genetic mutation and prognosis. Using the data of 159 adult glioma patients, we revealed that isocitrate dehydrogenase mutation, 1p/19q co-deletion, and epidermal growth factor receptor amplification statuses were associated with the MRI measurements revealing tissue acidosis and hypoxia, and these measurements were also associated with progression-free survival and overall survival, independent of patient age, treatment status, and isocitrate dehydrogenase mutation status. In conclusion, the pH- and oxygen-sensitive MRI is clinically feasible and potentially valuable for distinguishing glioma genotypes and provides additional prognostic value to clinical practice. ABSTRACT: Characterization of hypoxia and tissue acidosis could advance the understanding of glioma biology and improve patient management. In this study, we evaluated the ability of a pH- and oxygen-sensitive magnetic resonance imaging (MRI) technique to differentiate glioma genotypes, including isocitrate dehydrogenase (IDH) mutation, 1p/19q co-deletion, and epidermal growth factor receptor (EGFR) amplification, and investigated its prognostic value. A total of 159 adult glioma patients were scanned with pH- and oxygen-sensitive MRI at 3T. We quantified the pH-sensitive measure of magnetization transfer ratio asymmetry (MTR(asym)) and oxygen-sensitive measure of R(2)’ within the tumor region-of-interest. IDH mutant gliomas showed significantly lower MTR(asym) × R(2)’ (p < 0.001), which differentiated IDH mutation status with sensitivity and specificity of 90.0% and 71.9%. Within IDH mutants, 1p/19q codeletion was associated with lower tumor acidity (p < 0.0001, sensitivity 76.9%, specificity 91.3%), while IDH wild-type, EGFR-amplified gliomas were more hypoxic (R(2)’ p = 0.024, sensitivity 66.7%, specificity 76.9%). Both R(2)’ and MTR(asym) × R(2)’ were significantly associated with patient overall survival (R(2)’: p = 0.045; MTR(asym) × R(2)’: p = 0.002) and progression-free survival (R(2)’: p = 0.010; MTR(asym) × R(2)’: p < 0.0001), independent of patient age, treatment status, and IDH status. The pH- and oxygen-sensitive MRI is a clinically feasible and potentially valuable imaging technique for distinguishing glioma subtypes and providing additional prognostic value to clinical practice. MDPI 2022-05-20 /pmc/articles/PMC9139712/ /pubmed/35626127 http://dx.doi.org/10.3390/cancers14102520 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yao, Jingwen
Hagiwara, Akifumi
Oughourlian, Talia C.
Wang, Chencai
Raymond, Catalina
Pope, Whitney B.
Salamon, Noriko
Lai, Albert
Ji, Matthew
Nghiemphu, Phioanh L.
Liau, Linda M.
Cloughesy, Timothy F.
Ellingson, Benjamin M.
Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title_full Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title_fullStr Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title_full_unstemmed Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title_short Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
title_sort diagnostic and prognostic value of ph- and oxygen-sensitive magnetic resonance imaging in glioma: a retrospective study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139712/
https://www.ncbi.nlm.nih.gov/pubmed/35626127
http://dx.doi.org/10.3390/cancers14102520
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