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Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling

Intravoxel incoherent motion (IVIM) analysis of diffusion imaging data provides biomarkers of true passive water diffusion and perfusion properties. A new IVIM algorithm with variable adjustment of the b-value threshold separating diffusion and perfusion effects was applied for cerebral tissue chara...

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Autores principales: Stieb, Sonja, Boss, Andreas, Wurnig, Moritz C., Özbay, Pinar S., Weiss, Tobias, Guckenberger, Matthias, Riesterer, Oliver, Rossi, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4910187/
https://www.ncbi.nlm.nih.gov/pubmed/27354956
http://dx.doi.org/10.1016/j.nicl.2016.05.022
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author Stieb, Sonja
Boss, Andreas
Wurnig, Moritz C.
Özbay, Pinar S.
Weiss, Tobias
Guckenberger, Matthias
Riesterer, Oliver
Rossi, Cristina
author_facet Stieb, Sonja
Boss, Andreas
Wurnig, Moritz C.
Özbay, Pinar S.
Weiss, Tobias
Guckenberger, Matthias
Riesterer, Oliver
Rossi, Cristina
author_sort Stieb, Sonja
collection PubMed
description Intravoxel incoherent motion (IVIM) analysis of diffusion imaging data provides biomarkers of true passive water diffusion and perfusion properties. A new IVIM algorithm with variable adjustment of the b-value threshold separating diffusion and perfusion effects was applied for cerebral tissue characterization in healthy volunteers, computation of test-retest reliability, correlation with arterial spin labeling, and assessment of applicability in a small cohort of patients with malignant intracranial masses. The main results of this study are threefold: (i) accounting for regional differences in the separation of the perfusion and the diffusion components improves the reliability of the model parameters; (ii) if differences in the b-value threshold are not accounted for, a significant tissue-dependent systematic bias of the IVIM parameters occurs; (iii) accounting for voxel-wise differences in the b-value threshold improves the correlation with CBF measurements in healthy volunteers and patients. The proposed algorithm provides a robust characterization of regional micro-vascularization and cellularity without a priori assumptions on tissue diffusion properties. The glioblastoma multiforme with its inherently high variability of tumor vascularization and tumor cell density may benefit from a non-invasive clinical characterization of diffusion and perfusion properties.
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spelling pubmed-49101872016-06-28 Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling Stieb, Sonja Boss, Andreas Wurnig, Moritz C. Özbay, Pinar S. Weiss, Tobias Guckenberger, Matthias Riesterer, Oliver Rossi, Cristina Neuroimage Clin Regular Article Intravoxel incoherent motion (IVIM) analysis of diffusion imaging data provides biomarkers of true passive water diffusion and perfusion properties. A new IVIM algorithm with variable adjustment of the b-value threshold separating diffusion and perfusion effects was applied for cerebral tissue characterization in healthy volunteers, computation of test-retest reliability, correlation with arterial spin labeling, and assessment of applicability in a small cohort of patients with malignant intracranial masses. The main results of this study are threefold: (i) accounting for regional differences in the separation of the perfusion and the diffusion components improves the reliability of the model parameters; (ii) if differences in the b-value threshold are not accounted for, a significant tissue-dependent systematic bias of the IVIM parameters occurs; (iii) accounting for voxel-wise differences in the b-value threshold improves the correlation with CBF measurements in healthy volunteers and patients. The proposed algorithm provides a robust characterization of regional micro-vascularization and cellularity without a priori assumptions on tissue diffusion properties. The glioblastoma multiforme with its inherently high variability of tumor vascularization and tumor cell density may benefit from a non-invasive clinical characterization of diffusion and perfusion properties. Elsevier 2016-06-02 /pmc/articles/PMC4910187/ /pubmed/27354956 http://dx.doi.org/10.1016/j.nicl.2016.05.022 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Stieb, Sonja
Boss, Andreas
Wurnig, Moritz C.
Özbay, Pinar S.
Weiss, Tobias
Guckenberger, Matthias
Riesterer, Oliver
Rossi, Cristina
Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title_full Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title_fullStr Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title_full_unstemmed Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title_short Non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: Test-retest reliability and correlation with arterial spin labeling
title_sort non-parametric intravoxel incoherent motion analysis in patients with intracranial lesions: test-retest reliability and correlation with arterial spin labeling
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4910187/
https://www.ncbi.nlm.nih.gov/pubmed/27354956
http://dx.doi.org/10.1016/j.nicl.2016.05.022
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