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Diffusion Kurtosis Imaging maps neural damage in the EAE model of multiple sclerosis.
- Source :
-
NeuroImage [Neuroimage] 2020 Mar; Vol. 208, pp. 116406. Date of Electronic Publication: 2019 Dec 10. - Publication Year :
- 2020
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Abstract
- Diffusion kurtosis imaging (DKI) is an imaging modality that yields novel disease biomarkers and in combination with nervous tissue modeling, provides access to microstructural parameters. Recently, DKI and subsequent estimation of microstructural model parameters has been used for assessment of tissue changes in neurodegenerative diseases and associated animal models. In this study, mouse spinal cords from the experimental autoimmune encephalomyelitis (EAE) model of multiple sclerosis (MS) were investigated for the first time using DKI in combination with biophysical modeling to study the relationship between microstructural metrics and degree of animal dysfunction. Thirteen spinal cords were extracted from animals with varied grades of disability and scanned in a high-field MRI scanner along with five control specimen. Diffusion weighted data were acquired together with high resolution T <subscript>2</subscript> * images. Diffusion data were fit to estimate diffusion and kurtosis tensors and white matter modeling parameters, which were all used for subsequent statistical analysis using a linear mixed effects model. T <subscript>2</subscript> * images were used to delineate focal demyelination/inflammation. Our results reveal a strong relationship between disability and measured microstructural parameters in normal appearing white matter and gray matter. Relationships between disability and mean of the kurtosis tensor, radial kurtosis, radial diffusivity were similar to what has been found in other hypomyelinating MS models, and in patients. However, the changes in biophysical modeling parameters and in particular in extra-axonal axial diffusivity were clearly different from previous studies employing other animal models of MS. In conclusion, our data suggest that DKI and microstructural modeling can provide a unique contrast capable of detecting EAE-specific changes correlating with clinical disability.<br /> (Copyright © 2019 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Subjects :
- Animals
Diffusion Magnetic Resonance Imaging
Encephalomyelitis, Autoimmune, Experimental pathology
Encephalomyelitis, Autoimmune, Experimental physiopathology
Female
Gray Matter pathology
Mice
Mice, Inbred C57BL
Models, Biological
Multiple Sclerosis pathology
Multiple Sclerosis physiopathology
Spinal Cord pathology
White Matter pathology
Encephalomyelitis, Autoimmune, Experimental diagnostic imaging
Gray Matter diagnostic imaging
Multiple Sclerosis diagnostic imaging
Spinal Cord diagnostic imaging
White Matter diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1095-9572
- Volume :
- 208
- Database :
- MEDLINE
- Journal :
- NeuroImage
- Publication Type :
- Academic Journal
- Accession number :
- 31830588
- Full Text :
- https://doi.org/10.1016/j.neuroimage.2019.116406