An Automated <scp>Analysis Tool</scp> for Diffusion Tensor Imaging‐Based Quantitative <scp>MRI</scp> in X‐Linked Adrenoleukodystrophy

X-linked adrenoleukodystrophy (X-ALD) is caused by ABCD1 pathogenic variants, leading to accumulation of very long-chain fatty acids (VLCFAs). Phenotypes include cerebral ALD (CALD) and adrenomyeloneuropathy (AMN). We assessed if quantitative MRI (qMRI) parameters from an automated tool (BrainQuant) could differentiate CALD from non-CALD and reflects myelopathy severity. Adult males from a prospective study (2015-2024) underwent annual neurological exams and brain MRI. Exclusion criteria were: fewer than two MRIs, non-ALD lesions, or prior transplantation. BrainQuant processed diffusion tensor imaging (DTI) to yield global metrics: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD). Patients were stratified by Loes score (0 vs. > 0) and expanded disability status scale (EDSS ≤ 2 vs. > 2). Longitudinal changes were modeled. Correlations with EDSS, severity score for progressive myelopathy (SSPROM), and 6-min walk test (6-MWT) were analyzed. The cohort included 62 patients (median age 36.5); 15 had CALD. Global DTI metrics did not differ significantly between CALD and non-CALD. A trend for higher radial diffusivity (RD) in the splenium (p = 0.037) was seen, but results were not significant after Bonferroni correction for multiple comparisons (p = 0.748). Patients with EDSS > 2 showed significantly worse global DTI values (p < 0.05), correlating with clinical scores (r = 0.40-0.69). Longitudinally, RD-global increased significantly (p < 0.001) at similar rates across EDSS groups. BrainQuant qMRI did not distinguish CALD and non-CALD but effectively tracked myelopathy. Radial diffusivity (RD)-global is a promising biomarker for monitoring X-ALD progression.

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Publication Details

Journal
Journal of Inherited Metabolic Disease
Published
2025-10-26
DOI
https://doi.org/10.1002/jimd.70108
Primary Topic
Peroxisome Proliferator-Activated Receptors
Type
article
Field-Weighted Citation Impact
0.00

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article

An Automated Analysis Tool for Diffusion Tensor Imaging‐Based Quantitative MRI in X‐Linked Adrenoleukodystrophy

Vincent Perlbarg, Stefan D. Roosendaal, Hemmo A. F. Yska, Marije M C Voermans et al.
Journal of Inherited Metabolic Disease
Peroxisome Proliferator-Activated Receptors
article

An Automated Analysis Tool for Diffusion Tensor Imaging‐Based Quantitative MRI in X‐Linked Adrenoleukodystrophy

Vincent Perlbarg, Stefan D. Roosendaal, Hemmo A. F. Yska, Marije M C Voermans, Eda Kabak, Marc Engelen, Fenna van Dodewaard, Marine Bourgeais
article en

Abstract

X-linked adrenoleukodystrophy (X-ALD) is caused by ABCD1 pathogenic variants, leading to accumulation of very long-chain fatty acids (VLCFAs). Phenotypes include cerebral ALD (CALD) and adrenomyeloneuropathy (AMN). We assessed if quantitative MRI (qMRI) parameters from an automated tool (BrainQuant) could differentiate CALD from non-CALD and reflects myelopathy severity. Adult males from a prospective study (2015-2024) underwent annual neurological exams and brain MRI. Exclusion criteria were: fewer than two MRIs, non-ALD lesions, or prior transplantation. BrainQuant processed diffusion tensor imaging (DTI) to yield global metrics: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD). Patients were stratified by Loes score (0 vs. > 0) and expanded disability status scale (EDSS ≤ 2 vs. > 2). Longitudinal changes were modeled. Correlations with EDSS, severity score for progressive myelopathy (SSPROM), and 6-min walk test (6-MWT) were analyzed. The cohort included 62 patients (median age 36.5); 15 had CALD. Global DTI metrics did not differ significantly between CALD and non-CALD. A trend for higher radial diffusivity (RD) in the splenium (p = 0.037) was seen, but results were not significant after Bonferroni correction for multiple comparisons (p = 0.748). Patients with EDSS > 2 showed significantly worse global DTI values (p < 0.05), correlating with clinical scores (r = 0.40-0.69). Longitudinally, RD-global increased significantly (p < 0.001) at similar rates across EDSS groups. BrainQuant qMRI did not distinguish CALD and non-CALD but effectively tracked myelopathy. Radial diffusivity (RD)-global is a promising biomarker for monitoring X-ALD progression.

Journal of Inherited Metabolic DiseaseVol. 48(6)
Allen Institute for Brain Science (US), Emma Kinderziekenhuis (NL), Amsterdam Neuroscience (NL), Amsterdam University Medical Centers (NL), University of Amsterdam (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Openalex Percentile: Top 73%
Peroxisome Proliferator-Activated Receptors
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