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Gray matter atrophy patterns in multiple sclerosis: A 10-year source-based morphometry study

Journal Article journal-article Artificial Intelligence ยท Medical Imaging

Abstract

OBJECTIVES: To investigate spatial patterns of gray matter (GM) atrophy and their association with disability progression in patients with early relapsing-remitting multiple sclerosis (MS) in a longitudinal setting. METHODS: = 67) at the end of the study. An optimized, longitudinal source-based morphometry (SBM) pipeline, which utilizes independent component analysis, was used to identify eight spatial patterns of common GM volume co-variation in a data-driven manner. GM volume at baseline and rates of change were compared between patients with CDP and those without CDP. RESULTS: -values of 0.001 and 0.007). The patterns of GM atrophy associated with the development of CDP included areas involved in motor functioning and cognitive domains such as learning and memory. CONCLUSION: SBM analysis offers a novel way to study the temporal evolution of regional GM atrophy. Over 10 years of follow-up, disability progression in MS is related to GM atrophy in areas associated with motor and cognitive functioning.

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Context

Venue
NeuroImage: Clinical
Archive span
2012-2026
Indexed papers
3980
Paper id
486040547204789670
v2026.09.13