A Novel Semiautomated Pipeline to Measure Brain Atrophy and Lesion Burden in Multiple Sclerosis: A Long-Term Comparative Study
Language English Country United States Media print-electronic
Document type Comparative Study, Journal Article, Randomized Controlled Trial, Research Support, Non-U.S. Gov't
PubMed
28464417
DOI
10.1111/jon.12445
Knihovny.cz E-resources
- Keywords
- MRI, T2 lesion volume, brain atrophy, multiple sclerosis, volumetry,
- MeSH
- Atrophy diagnostic imaging pathology MeSH
- Adult MeSH
- Immunologic Factors therapeutic use MeSH
- Middle Aged MeSH
- Humans MeSH
- Longitudinal Studies MeSH
- Magnetic Resonance Imaging methods MeSH
- Brain diagnostic imaging pathology MeSH
- Neuroimaging MeSH
- Cross-Sectional Studies MeSH
- Multiple Sclerosis diagnostic imaging drug therapy pathology MeSH
- Check Tag
- Adult MeSH
- Middle Aged MeSH
- Humans MeSH
- Male MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
- Randomized Controlled Trial MeSH
- Comparative Study MeSH
- Names of Substances
- Immunologic Factors MeSH
BACKGROUND AND PURPOSE: Lesion burden and brain volume changes are frequent end points in research but nowadays are becoming important in the clinical practice of multiple sclerosis (MS). The objective of this study was to investigate the correlation between magnetic resonance imaging (MRI) measures obtained by in-house developed ScanView software and commonly used volumetric techniques for assessment of T2 lesion and whole brain volumes and their changes. METHODS: Together 3,340 MRI scans from 209 patients after first demyelinating event suggestive of MS, 181 relapsing-remitting MS patients and 43 controls were analyzed. The average number of MRI scans and follow-up duration was 8.2 and 6.5 years, respectively. All MRI scans were performed in a single center but independently analyzed in two neuroimaging centers. Volumetric analysis by ScanView software was applied in Prague. Commonly used techniques, such as SIENA, SIENAX, and Jim software, were applied in Buffalo. Correlations between MRI measures were evaluated using correlation coefficients. Intraindividual variability of longitudinal MRI data was estimated by mean squared error. RESULTS: The associations of the cross-sectional and longitudinal MRI measures between commonly used techniques and ScanView were significant (r/rho = .83-.95). The associations of cross-sectional MRI measures were stronger (r/rho = .90-.95) compared with longitudinal ones (r = .83). Standardized intraindividual variability of whole brain % volume change was greater in ScanView compared with SIENA (mean squared error .32 vs. .21; P < .001). CONCLUSIONS: We found relatively strong correlations of cross-sectional and longitudinal data obtained by both techniques. However, SIENA showed lower intraindividual variability than the ScanView method in measuring whole brain volume loss over time.
Department of Statistics and Probability University of Economics Prague Czech Republic
References provided by Crossref.org
Brainstem lesions are associated with diffuse spinal cord involvement in early multiple sclerosis
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Monocyte NOTCH2 expression predicts IFN-β immunogenicity in multiple sclerosis patients
Cognitive clinico-radiological paradox in early stages of multiple sclerosis