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

Authors :
Sonja Stieb
Andreas Boss
Moritz C. Wurnig
Pinar S. Özbay
Tobias Weiss
Matthias Guckenberger
Oliver Riesterer
Cristina Rossi
Source :
NeuroImage: Clinical, Vol 11, Iss C, Pp 780-788 (2016)
Publication Year :
2016
Publisher :
Elsevier, 2016.

Abstract

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.

Details

Language :
English
ISSN :
22131582
Volume :
11
Issue :
C
Database :
Directory of Open Access Journals
Journal :
NeuroImage: Clinical
Publication Type :
Academic Journal
Accession number :
edsdoj.9212c2358864ea2ab82bc2762aaf545
Document Type :
article
Full Text :
https://doi.org/10.1016/j.nicl.2016.05.022