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lyzed of 146 MS patients, and 100 patients had a 5-year   Neuroscience Institute, Université libre de Bruxelles (ULB),
            follow-up neuropsychological assessment. Network   Bruxelles, Belgium; Magnetoencephalography Unit, Depart-
            properties of the minimum spanning tree (i.e. back-  ment of Functional Neuroimaging, Service of Nuclear Medi-
            bone of the functional brain network) indicating net-  cine, CUB-Hôpital Erasme, Bruxelles, Belgium; Department of
            work integration and overload were related to baseline   Neurology, UZ Brussels, Bruxelles, Belgium; Oxford University
            and longitudinal cognition, correcting for structural   Centre for Functional MRI of the Brain (FMRIB), University
            damage.                                            of Oxford, Oxford, UK; St Edmund Hall, University of Oxford,
                                                               Oxford, UK
            RESULTS A more integrated beta band network (i.e.
            smaller diameter) and a less integrated delta band   ABSTRACT Working memory (WM) problems are fre-
            network (i.e. lower leaf fraction) predicted cognitive   quently present in people with multiple sclerosis (MS).
            decline after 5 years (Radj2=15%), independent of   Even though hippocampal damage has been repeat-
            structural damage. Cross-sectional analyses showed   edly shown to play an important role, the underlying
            that a less integrated network (e.g. lower tree hierarchy)   neurophysiological mechanisms remain unclear. This
            related to worse cognition, independent of frequency   study aimed to investigate the neurophysiological
            band.                                              underpinnings of WM impairment in MS using mag-
                                                               netoencephalography (MEG) data from a visual-verbal
            CONCLUSIONS The level of functional brain network   2-back task. We analysed MEG recordings of 79 MS
            integration was an independent predictive marker of   patients and 38 healthy subjects through event-related
            cognitive decline, in addition to the severity of structur-  fields and theta (4-8 Hz) and alpha (8-13 Hz) oscillatory
            al damage. This work thereby indicates the promise of   processes. Data was source reconstructed and parcel-
            MEG-derived network measures in predicting disease   lated based on previous findings in the healthy subject
            progression in MS.                                 sample. MS patients showed a smaller maximum theta
                                                               power increase in the right hippocampus between 0
            Keywords: Multiple sclerosis, cognitive functioning, longi-  and 400 ms than healthy subjects (p = .014). This theta
            tudinal, magnetic resonance imaging, magnetoencepha-  power increase value correlated negatively with reac-
            lography, network organization                     tion time on the task in MS (r = -.32, p = .029). Evidence
                                                               was provided that this relationship could not be ex-
            Multiple sclerosis (Houndmills, Basingstoke, England)   plained by a 'common cause' confounding relationship
            (2021), Vol. 27, No. 11 (33295249) (7 citations)   with MS-related neuronal damage. This study provides
                                                               the first neurophysiological evidence of the influence of
                                                               hippocampal dysfunction on WM performance in MS.
            The role of hippocampal theta oscillations in
            working memory impairment in multiple sclerosis    Keywords: hippocampus, magnetoencephalography,
            (2021)                                             multiple sclerosis, n-back, theta, working memory


                                  Costers, Lars; Van Schependom, Jeroen; Laton, Jorne;   Human brain mapping (2021), Vol. 42, No. 5 (33247542) (5
            Baijot, Johan; Sjøgård, Martin; Wens, Vincent; De Tiège,   citations)
            Xavier; Goldman, Serge; D'Haeseleer, Miguel; D'hooghe,
            Marie Beatrice; Woolrich, Mark; Nagels, Guy
                                                               Brain dysconnectivity relates to disability and
            AIMS Lab, Center For Neurosciences, UZ Brussel, Vrije Univer-  cognitive impairment in multiple sclerosis (2021)
            siteit Brussel, Brussel, Belgium; Departement of Radiology,
            UZ Brussel, Brussel, Belgium; Nuffield Department of Clinical                             Sjøgård, Martin; Wens, Vincent; Van Schependom,
            Neurosciences, University of Oxford, Oxford, UK; Laboratoire   Jeroen; Costers, Lars; D'hooghe, Marie; D'haeseleer,
            de Cartographie Fonctionnelle du Cerveau (LCFC), UNI-ULB   Miguel; Woolrich, Mark; Goldman, Serge; Nagels, Guy;







             ontents         Index                       234
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