Graph Theoretic Analysis of Brain Connectomics in Multiple Sclerosis: Reliability and Relationship with Cognition.
brain networks
cognition
connectome
functional magnetic resonance imaging
multiple sclerosis
structural connectivity
Journal
Brain connectivity
ISSN: 2158-0022
Titre abrégé: Brain Connect
Pays: United States
ID NLM: 101550313
Informations de publication
Date de publication:
03 2020
03 2020
Historique:
pubmed:
23
2
2020
medline:
2
10
2020
entrez:
22
2
2020
Statut:
ppublish
Résumé
Research suggests that disruption of brain networks might explain cognitive deficits in multiple sclerosis (MS). The reliability and effectiveness of graph theoretic network metrics as measures of cognitive performance were tested in 37 people with MS and 23 controls. Specifically, relationships with cognitive performance (linear regression against the paced auditory serial addition test-3 seconds [PASAT-3], symbol digit modalities test [SDMT], and attention network test) and 1-month reliability (using the intraclass correlation coefficient [ICC]) of network metrics were measured using both resting-state functional and diffusion magnetic resonance imaging data. Cognitive impairment was directly related to measures of brain network segregation and inversely related to network integration (prediction of PASAT-3 by small worldness, modularity, characteristic path length,
Identifiants
pubmed: 32079409
doi: 10.1089/brain.2019.0717
pmc: PMC7196369
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
95-104Références
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