Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/49260
Title: Increased functional network connectivity following cognitive rehabilitation in progressive multiple sclerosis with moderate to severe disabilty: findings from the CogEx study
Authors: ROMANO, Francesco 
Valsasina, Paola
Albergoni, Matteo
Amato, Maria Pia
Brichetto, Giampaolo
Chataway, Jeremy
Chiaravalloti, Nancy D.
Cutter, Gary
Dalgas, Ulrik
DeLuca, John
Farrell, Rachel
FEYS, Peter 
Freeman, Jennifer
Inglese, Matilde
Cipriano, Emilio
Meza, Cecilia
Motl, Robert W.
Salter, Amber
Sandroff, Brian M.
Feinstein, Anthony
Filippi, Massimo
Rocca , Maria A.
Corporate Authors: CogEx Research Team
Issue Date: 2026
Publisher: SPRINGER HEIDELBERG
Source: Journal of neurology, 273 (6) (Art N° 325)
Abstract: Background Functional neuroplasticity likely occurs following cognitive rehabilitation (CR) and aerobic exercise (EX) in progressive multiple sclerosis (PMS). We explored network resting state (RS) functional connectivity (FC) changes and associations with cognitive measure modifications in CogEx study participants. Methods Patients with PMS were randomly assigned to four groups and underwent 12 weeks of treatment with a combination of CR and EX or sham therapies. Cognitive and fMRI assessments were performed at baseline, immediately post-intervention (week-12) and 6 months post-intervention (month-9). RS FC within the main cognitive brain networks was extracted and compared between groups at whole-network and voxel-wise levels and correlated with cognitive changes. Results We included 87 PMS patients with moderate-to-severe disability (Expanded Disability Status Scale score 4.0-6.5). There were no differences in whole-network RS FC between the four groups. When comparing patients performing CR vs CR-S, we found increased salience (p = 0.01) and default-mode network (p = 0.02) RS FC at week-12, and increased left (p = 0.05) and right frontoparietal network (p = 0.04) RS FC at month-9 in CR compared with CR-S groups. Increased default-mode network RS FC correlated weakly with increased verbal memory in CR (rho = 0.27, p = 0.06). At voxel-wise level, we found increased RS FC in most analyzed networks in CR groups (p < 0.001, uncorrected) and decreased RS FC in CR-S groups at week-12 (p < 0.05, family-wise error corrected). Conclusions CR modulated RS FC in cognitive networks of patients with PMS, suggesting treatment-related functional plasticity of large-scale networks even in late, disabling MS phases. These network-level changes may reflect neural processes that support cognitive improvement following CR.
Notes: Filippi, M (corresponding author), IRCCS San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit, Via Olgettina 60, I-20132 Milan, Italy.; Filippi, M (corresponding author), IRCCS San Raffaele Sci Inst, Neurol Unit, Via Olgettina 60, I-20132 Milan, Italy.; Filippi, M (corresponding author), Univ Vita Salute San Raffaele, Via Olgettina 60, I-20132 Milan, Italy.; Filippi, M (corresponding author), IRCCS San Raffaele Sci Inst, Neurorehabil Unit, Via Olgettina 60, I-20132 Milan, Italy.; Filippi, M (corresponding author), IRCCS San Raffaele Sci Inst, Neurophysiol Serv, Via Olgettina 60, I-20132 Milan, Italy.
filippi.massimo@hsr.it
Keywords: Multiple Sclerosis;Magnetic Resonance Imaging;Aerobic Exercise;Cognitive Rehabilitation;Functional Connectivity;Brain Network
Document URI: http://hdl.handle.net/1942/49260
ISSN: 0340-5354
e-ISSN: 1432-1459
DOI: 10.1007/s00415-026-13869-z
ISI #: 001772129000001
Rights: Springer-Verlag GmbH Germany, part of Springer Nature 2026
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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