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CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing

PURPOSE: Accurate glioma classification affects patient management and is challenging on non- or low-enhancing gliomas. This study investigated the clinical value of different chemical exchange saturation transfer (CEST) metrics for glioma classification and assessed the diagnostic effect of the pre...

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Autores principales: Mancini, Laura, Casagranda, Stefano, Gautier, Guillaume, Peter, Philippe, Lopez, Bruno, Thorne, Lewis, McEvoy, Andrew, Miserocchi, Anna, Samandouras, George, Kitchen, Neil, Brandner, Sebastian, De Vita, Enrico, Torrealdea, Francisco, Rega, Marilena, Schmitt, Benjamin, Liebig, Patrick, Sanverdi, Eser, Golay, Xavier, Bisdas, Sotirios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9165287/
https://www.ncbi.nlm.nih.gov/pubmed/35029738
http://dx.doi.org/10.1007/s00259-022-05676-1
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author Mancini, Laura
Casagranda, Stefano
Gautier, Guillaume
Peter, Philippe
Lopez, Bruno
Thorne, Lewis
McEvoy, Andrew
Miserocchi, Anna
Samandouras, George
Kitchen, Neil
Brandner, Sebastian
De Vita, Enrico
Torrealdea, Francisco
Rega, Marilena
Schmitt, Benjamin
Liebig, Patrick
Sanverdi, Eser
Golay, Xavier
Bisdas, Sotirios
author_facet Mancini, Laura
Casagranda, Stefano
Gautier, Guillaume
Peter, Philippe
Lopez, Bruno
Thorne, Lewis
McEvoy, Andrew
Miserocchi, Anna
Samandouras, George
Kitchen, Neil
Brandner, Sebastian
De Vita, Enrico
Torrealdea, Francisco
Rega, Marilena
Schmitt, Benjamin
Liebig, Patrick
Sanverdi, Eser
Golay, Xavier
Bisdas, Sotirios
author_sort Mancini, Laura
collection PubMed
description PURPOSE: Accurate glioma classification affects patient management and is challenging on non- or low-enhancing gliomas. This study investigated the clinical value of different chemical exchange saturation transfer (CEST) metrics for glioma classification and assessed the diagnostic effect of the presence of abundant fluid in glioma subpopulations. METHODS: Forty-five treatment-naïve glioma patients with known isocitrate dehydrogenase (IDH) mutation and 1p/19q codeletion status received CEST MRI (B(1rms) = 2μT, T(sat) = 3.5 s) at 3 T. Magnetization transfer ratio asymmetry and CEST metrics (amides: offset range 3–4 ppm, amines: 1.5–2.5 ppm, amide/amine ratio) were calculated with two models: ‘asymmetry-based’ (AB) and ‘fluid-suppressed’ (FS). The presence of T2/FLAIR mismatch was noted. RESULTS: IDH-wild type had higher amide/amine ratio than IDH-mutant_1p/19q(codel) (p < 0.022). Amide/amine ratio and amine levels differentiated IDH-wild type from IDH-mutant (p < 0.0045) and from IDH-mutant_1p/19q(ret) (p < 0.021). IDH-mutant_1p/19q(ret) had higher amides and amines than IDH-mutant_1p/19q(codel) (p < 0.035). IDH-mutant_1p/19q(ret) with AB/FS mismatch had higher amines than IDH-mutant_1p/19q(ret) without AB/FS mismatch ( < 0.016). In IDH-mutant_1p/19q(ret), the presence of AB/FS mismatch was closely related to the presence of T2/FLAIR mismatch (p = 0.014). CONCLUSIONS: CEST-derived biomarkers for amides, amines, and their ratio can help with histomolecular staging in gliomas without intense contrast enhancement. T2/FLAIR mismatch is reflected in the presence of AB/FS CEST mismatch. The AB/FS CEST mismatch identifies glioma subgroups that may have prognostic and clinical relevance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00259-022-05676-1.
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spelling pubmed-91652872022-06-05 CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing Mancini, Laura Casagranda, Stefano Gautier, Guillaume Peter, Philippe Lopez, Bruno Thorne, Lewis McEvoy, Andrew Miserocchi, Anna Samandouras, George Kitchen, Neil Brandner, Sebastian De Vita, Enrico Torrealdea, Francisco Rega, Marilena Schmitt, Benjamin Liebig, Patrick Sanverdi, Eser Golay, Xavier Bisdas, Sotirios Eur J Nucl Med Mol Imaging Original Article PURPOSE: Accurate glioma classification affects patient management and is challenging on non- or low-enhancing gliomas. This study investigated the clinical value of different chemical exchange saturation transfer (CEST) metrics for glioma classification and assessed the diagnostic effect of the presence of abundant fluid in glioma subpopulations. METHODS: Forty-five treatment-naïve glioma patients with known isocitrate dehydrogenase (IDH) mutation and 1p/19q codeletion status received CEST MRI (B(1rms) = 2μT, T(sat) = 3.5 s) at 3 T. Magnetization transfer ratio asymmetry and CEST metrics (amides: offset range 3–4 ppm, amines: 1.5–2.5 ppm, amide/amine ratio) were calculated with two models: ‘asymmetry-based’ (AB) and ‘fluid-suppressed’ (FS). The presence of T2/FLAIR mismatch was noted. RESULTS: IDH-wild type had higher amide/amine ratio than IDH-mutant_1p/19q(codel) (p < 0.022). Amide/amine ratio and amine levels differentiated IDH-wild type from IDH-mutant (p < 0.0045) and from IDH-mutant_1p/19q(ret) (p < 0.021). IDH-mutant_1p/19q(ret) had higher amides and amines than IDH-mutant_1p/19q(codel) (p < 0.035). IDH-mutant_1p/19q(ret) with AB/FS mismatch had higher amines than IDH-mutant_1p/19q(ret) without AB/FS mismatch ( < 0.016). In IDH-mutant_1p/19q(ret), the presence of AB/FS mismatch was closely related to the presence of T2/FLAIR mismatch (p = 0.014). CONCLUSIONS: CEST-derived biomarkers for amides, amines, and their ratio can help with histomolecular staging in gliomas without intense contrast enhancement. T2/FLAIR mismatch is reflected in the presence of AB/FS CEST mismatch. The AB/FS CEST mismatch identifies glioma subgroups that may have prognostic and clinical relevance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00259-022-05676-1. Springer Berlin Heidelberg 2022-01-14 2022 /pmc/articles/PMC9165287/ /pubmed/35029738 http://dx.doi.org/10.1007/s00259-022-05676-1 Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Mancini, Laura
Casagranda, Stefano
Gautier, Guillaume
Peter, Philippe
Lopez, Bruno
Thorne, Lewis
McEvoy, Andrew
Miserocchi, Anna
Samandouras, George
Kitchen, Neil
Brandner, Sebastian
De Vita, Enrico
Torrealdea, Francisco
Rega, Marilena
Schmitt, Benjamin
Liebig, Patrick
Sanverdi, Eser
Golay, Xavier
Bisdas, Sotirios
CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title_full CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title_fullStr CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title_full_unstemmed CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title_short CEST MRI provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
title_sort cest mri provides amide/amine surrogate biomarkers for treatment-naïve glioma sub-typing
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9165287/
https://www.ncbi.nlm.nih.gov/pubmed/35029738
http://dx.doi.org/10.1007/s00259-022-05676-1
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