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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
White matter integrity correlates with cognition and disease severity in Fabry disease
Leonardo Ulivi1,2, Baris Kanber3,4, Ferran Prados3,4,5
1Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology, London WC1B 5EH, UK.
Abstract:
Cerebral white matter pathology is a common CNS manifestation of Fabry disease, visualized as white matter hyperintensities on MRI in 42-81% of patients. Diffusion tensor imaging (DTI) MRI is a sensitive technique to quantify microstructural damage within the white matter with potential value as a disease biomarker. We evaluated the pattern of DTI abnormalities in Fabry disease, and their correlations with cognitive impairment, mood, anxiety, disease severity and plasma lyso-Gb3 levels in 31 patients with genetically proven Fabry disease and 19 age-matched healthy control subjects. We obtained average values of fractional anisotropy and mean diffusivity within the white matter and performed voxelwise analysis with tract-based spatial statistics. Using a standardized neuropsychological test battery, we assessed processing speed, executive function, anxiety, depression and disease severity. The mean age (% male) was 44.1 (45%) for patients with Fabry disease and 37.4 (53%) for the healthy control group. In patients with Fabry disease, compared to healthy controls the mean average white matter fractional anisotropy was lower in [0.423 (standard deviation, SD 0.023) versus 0.446 (SD 0.016), P = 0.002] while mean average white matter mean diffusivity was higher (749 × 10-6 mm2/s (SD 32 × 10-6) versus 720 × 10-6 mm2/s (SD 21 × 10-6), P = 0.004]. Voxelwise statistics showed that the diffusion abnormalities for both fractional anisotropy and mean diffusivity were anatomically widespread. A lesion probability map showed that white matter hyperintensities also had a wide anatomical distribution with a predilection for the posterior centrum semiovale. However, diffusion abnormalities in Fabry disease were not restricted to lesional tissue; compared to healthy controls, the normal appearing white matter in patients with Fabry disease had reduced fractional anisotropy [0.422 (SD 0.022) versus 0.443 (SD 0.017) P = 0.003] and increased mean diffusivity [747 × 10-6 mm2/s (SD 26 × 10-6) versus 723 × 10-6 mm2/s (SD 22 × 10-6), P = 0.008]. Within patients, average white matter fractional anisotropy and white matter lesion volume showed statistically significant correlations with Digit Symbol Coding Test score (r = 0.558, P = 0.001; and r = -0.633, P ≤ 0.001, respectively). Average white matter fractional anisotropy correlated with the overall Mainz Severity Score Index (r = -0.661, P ≤ 0.001), while average white matter mean diffusivity showed a strong correlation with plasma lyso-Gb3 levels (r = 0.559, P = 0.001). Our findings using DTI confirm widespread areas of microstructural white matter disruption in Fabry disease, extending beyond white matter hyperintensities seen on conventional MRI. Moreover, diffusion measures show strong correlations with cognition (processing speed), clinical disease severity and a putative plasma biomarker of disease activity, making them promising quantitative biomarkers for monitoring Fabry disease severity and progression.
Insights
Diffusion tensor imaging (DTI) reveals widespread white matter damage in Fabry disease, even in normal-appearing areas. These diffusion measures correlate with cognitive function, disease severity, and a key biomarker, showing potential for monitoring Fabry disease progression.
Area of Science:
- Neuroimaging
- Neurology
- Biomarker Discovery
Background:
- Cerebral white matter pathology is a frequent manifestation of Fabry disease, observable as white matter hyperintensities on MRI.
- Diffusion tensor imaging (DTI) is a sensitive MRI technique for quantifying white matter microstructural damage and holds potential as a disease biomarker.
Purpose of the Study:
- To evaluate the pattern of DTI abnormalities in Fabry disease.
- To correlate these DTI findings with cognitive impairment, mood, anxiety, disease severity, and plasma lyso-Gb3 levels.
Main Methods:
- DTI MRI was performed on 31 patients with Fabry disease and 19 healthy controls.
- Neuropsychological testing assessed processing speed, executive function, anxiety, and depression.
- Voxelwise analysis using tract-based spatial statistics was employed to analyze diffusion abnormalities.
Main Results:
- Patients with Fabry disease exhibited lower fractional anisotropy and higher mean diffusivity in white matter compared to controls.
- Diffusion abnormalities were widespread and present even in normal-appearing white matter.
- DTI measures correlated significantly with cognitive function (processing speed), disease severity (Mainz Severity Score Index), and plasma lyso-Gb3 levels.
Conclusions:
- DTI confirms extensive microstructural white matter disruption in Fabry disease, extending beyond visible lesions.
- Diffusion measures are promising quantitative biomarkers for monitoring Fabry disease severity and progression due to their strong correlations with clinical outcomes and biomarkers.
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