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Value of fluid-attenuated inversion recovery MRI data analyzed by the lesion segmentation toolbox in amyotrophic lateral sclerosis.
- Source :
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Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2019 Aug; Vol. 50 (2), pp. 552-559. Date of Electronic Publication: 2018 Dec 19. - Publication Year :
- 2019
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Abstract
- Background: MRI fluid-attenuated inversion recovery (FLAIR) studies reported hyperintensity in the corticospinal tract and corpus callosum of patients with amyotrophic lateral sclerosis (ALS).<br />Purpose: To evaluate the lesion segmentation toolbox (LST) for the objective quantification of FLAIR lesions in ALS patients.<br />Study Type: Retrospective.<br />Population: Twenty-eight ALS patients (eight females, mean age: 50 range: 24-73, mean ALSFRS-R sum score: 36) were compared with 31 age-matched healthy controls (12 females, mean age: 45, range: 25-67). ALS patients were treated with riluzole and additional G-CSF (granulocyte-colony stimulating factor) on a named patient basis.<br />Field Strength/sequence: 1.5 T, FLAIR, T <subscript>1</subscript> -weighted MRI.<br />Assessment: The lesion prediction algorithm (LPA) of the LST enabled the extraction of individual binary lesion maps, total lesion volume (TLV), and number (TLN). Location and overlap of FLAIR lesions across patients were investigated by registration to FLAIR average space and an atlas. ALS-specific functional rating scale revised (ALSFRS-R), disease progression, and survival since diagnosis served as clinical correlates.<br />Statistical Tests: Univariate analysis of variance (ANOVA), repeated-measures ANOVA, t-test, Bravais-Pearson correlation, Chi-square test of independence, Kaplan-Meier analysis, Cox-regression analysis.<br />Results: Both ALS patients and healthy controls exhibited FLAIR alterations. TLN significantly depended on age (F(1,54) = 24.659, P < 0.001) and sex (F(1,54) = 5.720, P = 0.020). ALS patients showed higher TLN than healthy controls depending on sex (F(1, 54) = 5.076, P = 0.028). FLAIR lesions were small and most pronounced in male ALS patients. FLAIR alterations were predominantly detected in the superior and posterior corona radiata, anterior capsula interna, and posterior thalamic radiation. Patients with pyramidal tract (PT) lesions exhibited significantly inferior survival than patients without PT lesions (P = 0.013). Covariate age exhibited strong prognostic value for survival (P = 0.015).<br />Data Conclusion: LST enables the objective quantification of FLAIR alterations and is a potential prognostic biomarker for ALS.<br />Level of Evidence: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:552-559.<br /> (© 2018 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine.)
- Subjects :
- Adult
Aged
Algorithms
Brain diagnostic imaging
Disease Progression
Female
Humans
Male
Middle Aged
Phenotype
Retrospective Studies
White Matter diagnostic imaging
Young Adult
Amyotrophic Lateral Sclerosis diagnostic imaging
Corpus Callosum diagnostic imaging
Image Processing, Computer-Assisted methods
Magnetic Resonance Imaging
Pyramidal Tracts diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1522-2586
- Volume :
- 50
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Journal of magnetic resonance imaging : JMRI
- Publication Type :
- Academic Journal
- Accession number :
- 30569457
- Full Text :
- https://doi.org/10.1002/jmri.26577