Altered anterior default mode network dynamics in progressive multiple sclerosis

被引:6
作者
Bommarito, Giulia [1 ,2 ,3 ]
Tarun, Anjali [1 ,2 ]
Farouj, Younes [1 ,2 ]
Preti, Maria Giulia [1 ,2 ]
Petracca, Maria [4 ]
Droby, Amgad [4 ]
Mendili, El [4 ]
Mounir, Mohamed [4 ]
Inglese, Matilde [3 ,4 ,5 ]
van de Ville, Dimitri [1 ,2 ]
机构
[1] Ecole Polytech Fed Lausanne, Inst Bioengn, Ctr Neuroprosthet, CH-1202 Geneva, Switzerland
[2] Univ Geneva, Dept Radiol & Med Informat, Fac Med, Geneva, Switzerland
[3] Univ Genoa, Dept Neurosci Rehabil Ophthalmol Genet Maternal &, Genoa, Italy
[4] Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USA
[5] Osped Policlin San Martino, IRCCS, Genoa, Italy
基金
瑞士国家科学基金会;
关键词
Progressive multiple sclerosis; resting-state functional magnetic resonance imaging; innovation-driven co-activation patterns; default mode network; clinical disability; FUNCTIONAL CONNECTIVITY; COGNITIVE IMPAIRMENT; MINIMAL ASSESSMENT;
D O I
10.1177/13524585211018116
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Modifications in brain function remain relatively unexplored in progressive multiple sclerosis (PMS), despite their potential to provide new insights into the pathophysiology of the disease at this stage. Objectives: To characterize the dynamics of functional networks at rest in patients with PMS, and the relation with clinical disability. Methods: Thirty-two patients with PMS underwent clinical and cognitive assessment. The dynamic properties of functional networks, retrieved from transient brain activity, were obtained from patients and 25 healthy controls (HCs). Sixteen HCs and 19 patients underwent a 1-year follow-up (FU) clinical and imaging assessment. Differences in the dynamic metrics between groups, their longitudinal changes, and the correlation with clinical disability were explored. Results: PMS patients, compared to HCs, showed a reduced dynamic functional activation of the anterior default mode network (aDMN) and a decrease in its opposite-signed co-activation with the executive control network (ECN), at baseline and FU. Processing speed and visuo-spatial memory negatively correlated to aDMN dynamic activity. The anti-couplings between aDMN and auditory/sensory-motor network, temporal-pole/amygdala, or salience networks were differently associated with separate cognitive domains. Conclusion: Patients with PMS presented an altered aDMN functional recruitment and anti-correlation with ECN. The aDMN dynamic functional activity and interaction with other networks explained cognitive disability.
引用
收藏
页码:206 / 216
页数:11
相关论文
共 35 条
[1]  
Aleman-Gomez Y., 2006, 12 ANN M ORG HUM BRA
[2]   Functional connectivity changes within specific networks parallel the clinical evolution of multiple sclerosis [J].
Basile, B. ;
Castelli, M. ;
Monteleone, F. ;
Nocentini, U. ;
Caltagirone, C. ;
Centonze, D. ;
Cercignani, M. ;
Bozzali, M. .
MULTIPLE SCLEROSIS JOURNAL, 2014, 20 (08) :1050-1057
[3]   Evaluating and reducing the impact of white matter lesions on brain volume measurements [J].
Battaglini, Marco ;
Jenkinson, Mark ;
De Stefano, Nicola .
HUMAN BRAIN MAPPING, 2012, 33 (09) :2062-2071
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   A longitudinal study of cognition in primary progressive multiple sclerosis [J].
Camp, SJ ;
Stevenson, VL ;
Thompson, AJ ;
Ingle, GT ;
Miller, DH ;
Borras, C ;
Brochet, B ;
Dousset, V ;
Falautano, M ;
Filippi, M ;
Kalkers, NF ;
Montalban, X ;
Polman, CH ;
Langdon, DW .
BRAIN, 2005, 128 :2891-2898
[6]   Mind the gap: from neurons to networks to outcomes in multiple sclerosis [J].
Chard, Declan T. ;
Alahmadi, Adnan A. S. ;
Audoin, Bertrand ;
Charalambous, Thalis ;
Enzinger, Christian ;
Hulst, Hanneke E. ;
Rocca, Maria A. ;
Rovira, Alex ;
Sastre-Garriga, Jaume ;
Schoonheim, Menno M. ;
Tijms, Betty ;
Tur, Carmen ;
Gandini Wheeler-Kingshott, Claudia A. M. ;
Wink, Alle Meije ;
Ciccarelli, Olga ;
Barkhof, Frederik .
NATURE REVIEWS NEUROLOGY, 2021, 17 (03) :173-184
[7]   Longitudinal Assessment of Multiple Sclerosis with the Brain-Age Paradigm [J].
Cole, James H. ;
Raffel, Joel ;
Friede, Tim ;
Eshaghi, Arman ;
Brownlee, Wallace J. ;
Chard, Declan ;
De Stefano, Nicola ;
Enzinger, Christian ;
Pirpamer, Lukas ;
Filippi, Massimo ;
Gasperini, Claudio ;
Rocca, Maria Assunta ;
Rovira, Alex ;
Ruggieri, Serena ;
Sastre-Garriga, Jaume ;
Stromillo, Maria Laura ;
Uitdehaag, Bernard M. J. ;
Vrenken, Hugo ;
Barkhof, Frederik ;
Nicholas, Richard ;
Ciccarelli, Olga .
ANNALS OF NEUROLOGY, 2020, 88 (01) :93-105
[8]   Reduced dynamics of functional connectivity and cognitive impairment in multiple sclerosis [J].
D'Ambrosio, Alessandro ;
Valsasina, Paola ;
Gallo, Antonio ;
De Stefano, Nicola ;
Pareto, Deborah ;
Barkhof, Frederik ;
Ciccarelli, Olga ;
Enzinger, Christian ;
Tedeschi, Gioacchino ;
Stromillo, M. Laura ;
Arevalo, Maria J. ;
Hulst, Hanneke E. ;
Muhlert, Nils ;
Koini, Marisa ;
Filippi, Massimo ;
Rocca, Maria A. .
MULTIPLE SCLEROSIS JOURNAL, 2020, 26 (04) :476-488
[9]   Lower cortical gamma-aminobutyric acid level contributes to increased connectivity in sensory-motor regions in progressive MS [J].
Droby, Amgad ;
Fleysher, Lazar ;
Petracca, Maria ;
Podranski, Kornelius ;
Xu, Junqian ;
Fabian, Michelle ;
Marjanska, Malgorzata ;
Inglese, Matilde .
MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2020, 43
[10]   Cross Cultural Validation of The Minimal Assessment of Cognitive Function in Multiple Sclerosis (MACFIMS) and The Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) [J].
Dusankova, Jana Blahova ;
Kalincik, Tomas ;
Havrdova, Eva ;
Benedict, Ralph H. B. .
CLINICAL NEUROPSYCHOLOGIST, 2012, 26 (07) :1186-1200