Differential association of cortical, subcortical and spinal cord damage with multiple sclerosis disability milestones: A multiparametric MRI study. (March 2022)

• Record Type: Journal Article
• Authors: Hidalgo de la Cruz, Milagros; Valsasina, Paola; Meani, Alessandro; Gallo, Antonio; Gobbi, Claudio; Bisecco, Alvino; Tedeschi, Gioacchino; Zecca, Chiara; Rocca, Maria A; Filippi, Massimo
• Is Part Of: Multiple sclerosis. Volume 28:Number 3(2022)
• Page Start: 406
• Page End: 417
• Publication Date: 2022-03
• Subjects: Disability -- volumetric MRI -- brain -- cord; Central nervous system -- Diseases -- Periodicals; Myelin sheath -- Diseases -- Periodicals; Inflammation -- Periodicals; Multiple sclerosis -- Periodicals; Central Nervous System Diseases -- Periodicals; Demyelinating Diseases -- Periodicals; Inflammation -- Periodicals; Multiple Sclerosis -- Periodicals; Système nerveux central -- Maladies -- Périodiques; Gaine de myéline -- Maladies -- Périodiques; Inflammation (Pathologie) -- Périodiques; Sclérose en plaques -- Périodiques; Electronic journals; 616.834005
• DOI: 10.1177/13524585211020296
• Languages: English
• ISSNs: 1352-4585

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.