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The Multiple Sclerosis Performance Test MSPT: An iPad-Based Disability Assessment Tool
Published on: June 30, 2014
Walking disability measures in multiple sclerosis patients: Correlations with MRI-derived global and microstructural
Dejan Jakimovski1, Bianca Weinstock-Guttman2, Jesper Hagemeier1
1Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
Background:
The relationship between walking disability in multiple sclerosis (MS) patients and their macro- and microstructural MRI-derived measures still remains unclear.
Objective:
To assess the correlations between walking disability and MRI-derived lesion, atrophy, and microstructural/axonal integrity outcomes.
Methods:
Seventy-one (71) MS patients were clinically examined, the expanded timed get-up and go (ETGUG), and timed 25-foot walk (T25FW) tests were assessed. Additionally, the Symbol Digit Modalities Test (SDMT) was obtained. Normalized brain (NBV), gray matter (GMV), white matter (WMV), cortex (CV), and deep GM (DGM) volumes, as well as lesion volumes (LV) and diffusion tensor imaging (DTI) scalar maps of fractional anisotropy, mean diffusivity, radial diffusivity, and axial diffusivity were calculated. Spearman correlation, partial correlation and stepwise regression analyses were performed.
Results:
T25FW and ETGUG were associated with T2-LV (p < .001), global (NBV, p < .001), tissue-specific (GMV and CV, p < .001) and regional (DGM p < .001; and thalamus p < .001) volumes. The ETGUG remained correlated with T1-LV, GMV, CV and total DGM volume (all p < .001) after age, sex, and disease duration adjustment. The WMV was not associated with walking disability. Similarly, DTI measures did not show significant association with the walking tests. The regression analysis outlined DMG volume as best predictor of T25FW (Adj R2 = 0.231, standardized β = -0.435, and p = .001), and CV for ETGUG (Adj R2 = 0.176, standardized β = -0.417, and p = .004). SDMT was associated with both T25FW (p = .004) and ETGUG (p = .013).
Conclusion:
Despite the low disability levels, walking as measured by T25FW and ETGUG, is largely explained by the loss of cortical and nuclei specific GM volumes.
Insights
Walking disability in multiple sclerosis (MS) is linked to brain volume loss, particularly in deep gray matter and cortex. These findings highlight the importance of brain structure in maintaining mobility for MS patients.
Area of Science:
- Neurology
- Radiology
- Neuroscience
Background:
- The connection between walking impairments and MRI-assessed brain changes in multiple sclerosis (MS) patients is not fully understood.
- Investigating macro- and microstructural MRI measures in relation to walking disability is crucial for MS patient care.
Purpose of the Study:
- To determine the correlation between walking limitations and MRI-derived measures of lesions, atrophy, and white matter integrity in MS patients.
- To identify specific brain regions and structural changes associated with walking difficulties.
Main Methods:
- Seventy-one MS patients underwent clinical assessments, including the expanded timed get-up and go (ETGUG) and timed 25-foot walk (T25FW) tests.
- MRI analysis included normalized brain volume (NBV), gray matter volume (GMV), white matter volume (WMV), cortical volume (CV), deep gray matter volume (DGMV), and lesion volume (LV). Diffusion tensor imaging (DTI) was also performed.
- Statistical analyses involved Spearman correlation, partial correlation, and stepwise regression.
Main Results:
- Both T25FW and ETGUG showed significant associations with T2-lesion volume (T2-LV), global brain volume (NBV), tissue-specific volumes (GMV, CV), and regional volumes (DGM, thalamus).
- After adjusting for age, sex, and disease duration, ETGUG remained correlated with T1-LV, GMV, CV, and DGMV.
- White matter volume (WMV) and DTI measures did not show significant associations with walking tests. Deep gray matter (DGM) volume emerged as the strongest predictor for T25FW, and cortical volume (CV) for ETGUG.
Conclusions:
- Walking ability, even in MS patients with low disability, is significantly influenced by the loss of gray matter volume in cortical and deep nuclei regions.
- These findings underscore the critical role of specific brain structures in maintaining walking function in MS.
- MRI-derived volumetric measures, particularly of gray matter, are valuable indicators of walking impairment in MS.
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