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Integrated intravoxel incoherent motion tensor and diffusion tensor brain MRI in a single fast acquisition.

Authors :
Dietrich O
Cai M
Tuladhar AM
Jacob MA
Drenthen GS
Jansen JFA
Marques JP
Topalis J
Ingrisch M
Ricke J
de Leeuw FE
Duering M
Backes WH
Source :
NMR in biomedicine [NMR Biomed] 2023 Jul; Vol. 36 (7), pp. e4905. Date of Electronic Publication: 2023 Feb 06.
Publication Year :
2023

Abstract

The acquisition of intravoxel incoherent motion (IVIM) data and diffusion tensor imaging (DTI) data from the brain can be integrated into a single measurement, which offers the possibility to determine orientation-dependent (tensorial) perfusion parameters in addition to established IVIM and DTI parameters. The purpose of this study was to evaluate the feasibility of such a protocol with a clinically feasible scan time below 6 min and to use a model-selection approach to find a set of DTI and IVIM tensor parameters that most adequately describes the acquired data. Diffusion-weighted images of the brain were acquired at 3 T in 20 elderly participants with cerebral small vessel disease using a multiband echoplanar imaging sequence with 15 b-values between 0 and 1000 s/mm <superscript>2</superscript> and six non-collinear diffusion gradient directions for each b-value. Seven different IVIM-diffusion models with 4 to 14 parameters were implemented, which modeled diffusion and pseudo-diffusion as scalar or tensor quantities. The models were compared with respect to their fitting performance based on the goodness of fit (sum of squared fit residuals, chi <superscript>2</superscript> ) and their Akaike weights (calculated from the corrected Akaike information criterion). Lowest chi <superscript>2</superscript> values were found using the model with the largest number of model parameters. However, significantly highest Akaike weights indicating the most appropriate models for the acquired data were found with a nine-parameter IVIM-DTI model (with isotropic perfusion modeling) in normal-appearing white matter (NAWM), and with an 11-parameter model (IVIM-DTI with additional pseudo-diffusion anisotropy) in white matter with hyperintensities (WMH) and in gray matter (GM). The latter model allowed for the additional calculation of the fractional anisotropy of the pseudo-diffusion tensor (with a median value of 0.45 in NAWM, 0.23 in WMH, and 0.36 in GM), which is not accessible with the usually performed IVIM acquisitions based on three orthogonal diffusion-gradient directions.<br /> (© 2023 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd.)

Details

Language :
English
ISSN :
1099-1492
Volume :
36
Issue :
7
Database :
MEDLINE
Journal :
NMR in biomedicine
Publication Type :
Academic Journal
Accession number :
36637237
Full Text :
https://doi.org/10.1002/nbm.4905