Reduced dynamics of functional connectivity and cognitive impairment in multiple sclerosis

被引:44
作者
D'Ambrosio, Alessandro [1 ]
Valsasina, Paola [1 ]
Gallo, Antonio [2 ]
De Stefano, Nicola [3 ]
Pareto, Deborah [4 ]
Barkhof, Frederik [5 ,6 ]
Ciccarelli, Olga [6 ]
Enzinger, Christian [7 ]
Tedeschi, Gioacchino [2 ]
Stromillo, M. Laura [3 ]
Arevalo, Maria J. [8 ]
Hulst, Hanneke E. [9 ]
Muhlert, Nils [6 ]
Koini, Marisa [7 ]
Filippi, Massimo [1 ,10 ]
Rocca, Maria A. [1 ,10 ]
机构
[1] Univ Vita Salute San Raffaele, Inst Expt Neurol, San Raffaele Sci Inst, Div Neurosci,Neuroimaging Res Unit, Via Olgettina 60, I-20132 Milan, Italy
[2] Univ Campania L Vanvitelli, Dept Med Surg Neurol Metab & Aging Sci, Div Neurol 1, Naples, Italy
[3] Univ Siena, Dept Med Surg & Neurosci, Siena, Italy
[4] Hosp Univ Vall dHebron, Dept Radiol, Magnet Resonance Unit, Barcelona, Spain
[5] Vrije Univ Amsterdam Med Ctr, Dept Radiol & Nucl Med, Amsterdam, Netherlands
[6] UCL, UCL Inst Neurol, Dept Neuroinflammat, Queen Sq MS Ctr, London, England
[7] Med Univ Graz, Dept Neurol, Graz, Austria
[8] Univ Autonoma Barcelona, Hosp Univ Vall dHebron, Multiple Sclerosis Ctr Catalonia Cemcat, Dept Neurol Neuroimmunol, Barcelona, Spain
[9] Vrije Univ Amsterdam Med Ctr, MS Ctr Amsterdam, Dept Anat & Neurosci, Amsterdam Neurosci, Amsterdam, Netherlands
[10] Univ Vita Salute San Raffaele, Dept Neurol, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, Milan, Italy
关键词
Cognitive impairment; functional connectivity; functional magnetic resonance imaging; multiple sclerosis; resting state; brain dynamics; DEFAULT-MODE NETWORK; BRAIN CONNECTIVITY; DYSFUNCTION; FREQUENCY; SEVERITY; RELEVANT;
D O I
10.1177/1352458519837707
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: In multiple sclerosis (MS), abnormalities of brain network dynamics and their relevance for cognitive impairment have never been investigated. Objectives: The aim of this study was to assess the dynamic resting state (RS) functional connectivity (FC) on 62 relapsing-remitting MS patients and 65 sex-matched healthy controls enrolled at 7 European sites. Methods: MS patients underwent clinical and cognitive evaluation. Between-group network FC differences were evaluated using a dynamic approach (based on sliding-window correlation analysis) and grouping correlation matrices into recurrent FC states. Results: Dynamic FC analysis revealed, in healthy controls and MS patients, three recurrent FC states: two characterized by strong intra- and inter-network connectivity and one characterized by weak inter-network connectivity (State 3). A total of 23 MS patients were cognitively impaired (CI). Compared to cognitively preserved (CP), CI-MS patients had reduced RS-FC between subcortical and default-mode networks in the low-connectivity State 3 and lower dwell time (i.e. time spent in a given state) in the high-connectivity State 2. CI-MS patients also exhibited a lower number and a less frequent switching between meta-states, as well as a smaller distance traveled through connectivity states. Conclusion: Time-varying RS-FC was markedly less dynamic in CI- versus CP-MS patients, suggesting that slow inter-network connectivity contributes to cognitive dysfunction in MS.
引用
收藏
页码:476 / 488
页数:13
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