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Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study

INTRODUCTION: Specific correlations among diffusion tensor imaging (DTI)-derived metrics and magnetic resonance spectroscopy (MRS) metabolite ratios in brains with glioblastoma are still not completely understood. PATIENTS AND METHODS: We made retrospective cohort study. MRS ratios (choline-to-N-ace...

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Autores principales: Flores-Alvarez, Eduardo, Anselmo Rios Piedra, Edgar, Cruz-Priego, Griselda-Adriana, Durand-Muñoz, Coral, Moreno-Jimenez, Sergio, Roldan-Valadez, Ernesto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585345/
https://www.ncbi.nlm.nih.gov/pubmed/32990651
http://dx.doi.org/10.2478/raon-2020-0055
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author Flores-Alvarez, Eduardo
Anselmo Rios Piedra, Edgar
Cruz-Priego, Griselda-Adriana
Durand-Muñoz, Coral
Moreno-Jimenez, Sergio
Roldan-Valadez, Ernesto
author_facet Flores-Alvarez, Eduardo
Anselmo Rios Piedra, Edgar
Cruz-Priego, Griselda-Adriana
Durand-Muñoz, Coral
Moreno-Jimenez, Sergio
Roldan-Valadez, Ernesto
author_sort Flores-Alvarez, Eduardo
collection PubMed
description INTRODUCTION: Specific correlations among diffusion tensor imaging (DTI)-derived metrics and magnetic resonance spectroscopy (MRS) metabolite ratios in brains with glioblastoma are still not completely understood. PATIENTS AND METHODS: We made retrospective cohort study. MRS ratios (choline-to-N-acetyl aspartate [Cho/NAA], lipids and lactate to creatine [LL/Cr], and myo-inositol/creatine [mI/Cr]) were correlated with eleven DTI biomarkers: mean diffusivity (MD), fractional anisotropy (FA), pure isotropic diffusion (p), pure anisotropic diffusion (q), the total magnitude of the diffusion tensor (L), linear tensor (Cl), planar tensor (Cp), spherical tensor (Cs), relative anisotropy (RA), axial diffusivity (AD) and radial diffusivity (RD) at the same regions: enhanced rim, peritumoral oedema and normal-appearing white matter. Correlational analyses of 546 MRS and DTI measurements used Spearman coefficient. RESULTS: At the enhancing rim we found four significant correlations: FA ⇔ LL/Cr, Rs = -.364, p = .034; Cp ⇔ LL/Cr, Rs = .362, p = .035; q ⇔ LL/Cr, Rs = -.349, p = .035; RA ⇔ LL/Cr, Rs = -.357, p = .038. Another ten pairs of significant correlations were found in the peritumoral edema: AD ⇔ LL/Cr, AD ⇔ mI/Cr, MD ⇔ LL/Cr, MD ⇔ mI/Cr, p ⇔ LL/Cr, p ⇔ mI/ Cr, RD ⇔ mI/Cr, RD ⇔ mI/Cr, L ⇔ LL/Cr, L ⇔ mI/Cr. CONCLUSIONS: DTI and MRS biomarkers answer different questions; peritumoral oedema represents the biggest challenge with at least ten significant correlations between DTI and MRS that need additional studies. The fact that DTI and MRS measures are not specific of one histologic type of tumour broadens their application to a wider variety of intracranial pathologies.
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spelling pubmed-75853452020-12-01 Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study Flores-Alvarez, Eduardo Anselmo Rios Piedra, Edgar Cruz-Priego, Griselda-Adriana Durand-Muñoz, Coral Moreno-Jimenez, Sergio Roldan-Valadez, Ernesto Radiol Oncol Research Article INTRODUCTION: Specific correlations among diffusion tensor imaging (DTI)-derived metrics and magnetic resonance spectroscopy (MRS) metabolite ratios in brains with glioblastoma are still not completely understood. PATIENTS AND METHODS: We made retrospective cohort study. MRS ratios (choline-to-N-acetyl aspartate [Cho/NAA], lipids and lactate to creatine [LL/Cr], and myo-inositol/creatine [mI/Cr]) were correlated with eleven DTI biomarkers: mean diffusivity (MD), fractional anisotropy (FA), pure isotropic diffusion (p), pure anisotropic diffusion (q), the total magnitude of the diffusion tensor (L), linear tensor (Cl), planar tensor (Cp), spherical tensor (Cs), relative anisotropy (RA), axial diffusivity (AD) and radial diffusivity (RD) at the same regions: enhanced rim, peritumoral oedema and normal-appearing white matter. Correlational analyses of 546 MRS and DTI measurements used Spearman coefficient. RESULTS: At the enhancing rim we found four significant correlations: FA ⇔ LL/Cr, Rs = -.364, p = .034; Cp ⇔ LL/Cr, Rs = .362, p = .035; q ⇔ LL/Cr, Rs = -.349, p = .035; RA ⇔ LL/Cr, Rs = -.357, p = .038. Another ten pairs of significant correlations were found in the peritumoral edema: AD ⇔ LL/Cr, AD ⇔ mI/Cr, MD ⇔ LL/Cr, MD ⇔ mI/Cr, p ⇔ LL/Cr, p ⇔ mI/ Cr, RD ⇔ mI/Cr, RD ⇔ mI/Cr, L ⇔ LL/Cr, L ⇔ mI/Cr. CONCLUSIONS: DTI and MRS biomarkers answer different questions; peritumoral oedema represents the biggest challenge with at least ten significant correlations between DTI and MRS that need additional studies. The fact that DTI and MRS measures are not specific of one histologic type of tumour broadens their application to a wider variety of intracranial pathologies. Sciendo 2020-09-29 /pmc/articles/PMC7585345/ /pubmed/32990651 http://dx.doi.org/10.2478/raon-2020-0055 Text en © 2020 Eduardo Flores-Alvarez, Edgar Anselmo Rios Piedra, Griselda-Adriana Cruz-Priego, Coral Durand-Muñoz, Sergio Moreno-Jimenez, Ernesto Roldan-Valadez, published by Sciendo http://creativecommons.org/licenses/by-nc-nd/3.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
spellingShingle Research Article
Flores-Alvarez, Eduardo
Anselmo Rios Piedra, Edgar
Cruz-Priego, Griselda-Adriana
Durand-Muñoz, Coral
Moreno-Jimenez, Sergio
Roldan-Valadez, Ernesto
Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title_full Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title_fullStr Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title_full_unstemmed Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title_short Correlations Between DTI-derived Metrics and MRS Metabolites in Tumour Regions of Glioblastoma: A Pilot Study
title_sort correlations between dti-derived metrics and mrs metabolites in tumour regions of glioblastoma: a pilot study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585345/
https://www.ncbi.nlm.nih.gov/pubmed/32990651
http://dx.doi.org/10.2478/raon-2020-0055
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