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Differential association of cortical, subcortical and spinal cord damage with multiple sclerosis disability milestones: A multiparametric MRI study
- Publication Year :
- 2022
-
Abstract
- Background: In multiple sclerosis (MS), cortical, subcortical and infratentorial structural damage may have a differential contribution to clinical disability according to disease phases. Purpose: To determine the relative contributions of cortical, deep (D) grey matter (GM), cerebellar and cervical cord damage to MS disability milestones. Methods: Multi-centre 3T brain and cervical cord T2- and three-dimensional (3D) T1-weighted images were acquired from 198 MS patients (139 relapsing-remitting (RR) MS, 59 progressive (P) MS) and 67 healthy controls. Brain/cord lesion burden, cortical thickness (CTh), DGM and cerebellar volumetry and cord cross-sectional area (CSA) were quantified. Random forest analyses identified predictors of expanded disability status scale (EDSS) disability milestones (EDSS = 3.0, 4.0 and 6.0). Results: MS patients had widespread atrophy in all investigated compartments versus controls ( p-range: ⩽0.001–0.05). Informative determinants of EDSS = 3.0 were cord CSA, brain lesion volume, frontal CTh and thalamic and cerebellar atrophy (out-of-bag (OOB) accuracy = 0.84, p-range: ⩽0.001–0.05). EDSS = 4.0 was mainly predicted by cerebellar and cord atrophy, frontal and sensorimotor CTh and cord lesion number (OOB accuracy = 0.84, p-range: ⩽0.001–0.04). Cervical cord CSA ( p = 0.001) and cord lesion number ( p = 0.003) predicted EDSS = 6.0 (OOB accuracy = 0.77). Conclusion: Brain lesion burden, cortical and thalamic atrophy were the main determinants of EDSS = 3.0 and 4.0, while cord damage played a major contribution to EDSS = 6.0.
- Subjects :
- Pathology
medicine.medical_specialty
Multiple Sclerosis
Cord
brain
volumetric MRI
Disease
Disability Evaluation
03 medical and health sciences
Multiple Sclerosis, Relapsing-Remitting
0302 clinical medicine
medicine
Humans
Gray Matter
Multiparametric Magnetic Resonance Imaging
030304 developmental biology
0303 health sciences
Disability
business.industry
Multiple sclerosis
cord
Brain
Multiparametric MRI
medicine.disease
Spinal cord
Magnetic Resonance Imaging
medicine.anatomical_structure
Spinal Cord
Neurology
Neurology (clinical)
Atrophy
business
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....db2b31d0b5c31ff62c3ce09c59ed7ae7