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Utility of a diffusion-weighted arterial spin labeling (DW-ASL) technique for evaluating the progression of brain white matter lesions.
- Source :
-
Magnetic resonance imaging [Magn Reson Imaging] 2020 Jun; Vol. 69, pp. 81-87. Date of Electronic Publication: 2020 Mar 23. - Publication Year :
- 2020
-
Abstract
- Purpose: To investigate the utility of diffusion-weighted arterial spin labeling (DW-ASL) for detecting the progression of brain white matter lesions.<br />Materials and Methods: A total of 492 regions of interest (ROIs) in 41 patients were prospectively analyzed. DW-ASL was performed using the diffusion gradient prepulse of five b-values (0, 25, 60, 102, and 189) before the ASL readout. We calculated the water exchange rate (K <subscript>w</subscript> ) with post-processing using the ASL signal information for each b-value. The cerebral blood flow (CBF) was also calculated using b0 images. Using the signal information in FLAIR (fluid-attenuated inversion recovery) images, we classified the severity of white matter lesions into three grades: non-lesion, moderate, and severe. In addition, the normal K <subscript>w</subscript> level was measured from DW-ASL data of 60 ROIs in five control subjects. The degree of variance of the K <subscript>w</subscript> values (K <subscript>w-var</subscript> ) was calculated by squaring the value of the difference between each K <subscript>w</subscript> value and the normal K <subscript>w</subscript> level. All patient's ROIs were divided into non-progressive and progressive white matter lesions by comparing the present FLAIR images with those obtained 2 years before this acquisition.<br />Results: Compared to the non-progressive group, the progressive group had significantly lower CBF, significantly higher severity grades in FLAIR, and significantly greater K <subscript>w-var</subscript> values. In a receiver operator characteristic curve analysis, a high area under the curve (AUC) of 0.89 was obtained with the use of K <subscript>w-var</subscript> . In contrast, the AUCs of 0.59 for CBF and 0.72 for severity grades in FLAIR were obtained.<br />Conclusions: The DW-ASL technique can be useful to detect the progression of brain white matter lesions. This technique will become a clinical tool for patients with various degrees of white matter lesions.<br />Competing Interests: Declaration of competing interest The authors of this manuscript declare relationships with the following companies: “Masami Yoneyama “is currently employed by Philips Electronics Japan. The other authors declare that they have no conflicts of interest.<br /> (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Subjects :
- Adult
Aged
Area Under Curve
Arteries
Blood-Brain Barrier
Diffusion Magnetic Resonance Imaging
Disease Progression
Female
Humans
Image Processing, Computer-Assisted methods
Leukoencephalopathies pathology
Male
Middle Aged
ROC Curve
White Matter
Brain diagnostic imaging
Cerebrovascular Circulation
Leukoencephalopathies diagnostic imaging
Spin Labels
Subjects
Details
- Language :
- English
- ISSN :
- 1873-5894
- Volume :
- 69
- Database :
- MEDLINE
- Journal :
- Magnetic resonance imaging
- Publication Type :
- Academic Journal
- Accession number :
- 32217128
- Full Text :
- https://doi.org/10.1016/j.mri.2020.03.005