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Updated: Jul 15, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Fractal dimension and white matter changes in multiple sclerosis.
Francisco J Esteban1, Jorge Sepulcre, Nieves Vélez de Mendizábal
1Department of Experimental Biology, Systems Biology and Neurodynamics Unit, Faculty of Experimental and Health Sciences, University of Jaén, Campus Las Lagunillas s/n, 23071, Jaén, Spain. festeban@ujaen.es
Fractal dimension (FD) analysis reveals decreased white matter complexity in multiple sclerosis (MS) patients, even in normal-appearing white matter (NAWM). This finding suggests FD is a sensitive marker for early diffuse brain damage in MS.
Area of Science:
- Neuroimaging
- Neurology
- Biophysics
Background:
- Multiple sclerosis (MS) causes visible and non-visible white matter (WM) changes.
- Normal-appearing white matter (NAWM) also shows abnormalities.
- Fractal dimension (FD) quantifies morphometric variability in complex structures.
Purpose of the Study:
- To evaluate FD analysis for measuring WM abnormalities in MS using conventional MRI.
- To specifically detect changes in NAWM.
Main Methods:
- Voxel-based morphometry optimized for MS to segment the brain.
- Calculation of FD for the WM-grey matter interface and skeletonized WM.
- Focused analysis of NAWM FD on lesion-free sections at the centrum semiovale level.
Main Results:
- MS patients exhibited significantly reduced whole brain WM FD compared to controls.
- Decreased FD was observed in both lesioned and NAWM areas.
- FD detected changes in NAWM, indicating early disease-phase alterations.
Conclusions:
- FD analysis is effective in identifying brain changes in MS patients, including NAWM.
- FD may serve as a valuable biomarker for diffuse central nervous system damage in early MS.
- FD offers a quantitative method to assess subtle WM abnormalities.
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