title: Intrinsic functional plasticity of the sensorimotor network in relapsing-remitting multiple sclerosis: evidence from a centrality analysis.
abstract: OBJECTIVE
  Advanced MRI studies have revealed regional alterations in the sensorimotor cortex of patients with relapsing-remitting multiple sclerosis (RRMS). However, the organizational features underlying the relapsing phase and the subsequent remitting phase have not been directly shown at the functional network or the connectome level. Therefore, this study aimed to characterize MS-related centrality disturbances of the sensorimotor network (SMN) and to assess network integrity and connectedness.
  
  
  METHODS
  Thirty-four patients with clinically definite RRMS and well-matched healthy controls participated in the study. Twenty-three patients in the remitting phase underwent one resting-state functional MRI, and 11 patients in the relapsing-remitting phase underwent two different MRIs. We measured voxel-wise centrality metrics to determine direct (degree centrality, DC) and global (eigenvector centrality, EC) functional relationships across the entire SMN.
  
  
  RESULTS
  In the relapsing phase, DC was significantly decreased in the bilateral primary motor and somatosensory cortex (M1/S1), left dorsal premotor (PMd), and operculum-integrated regions. However, DC was increased in the peripheral SMN areas. The decrease in DC in the bilateral M1/S1 was associated with the expanded disability status scale (EDSS) and total white matter lesion loads (TWMLLs), suggesting that this adaptive response is related to the extent of brain damage in the rapid-onset attack stage. During the remission process, these alterations in centrality were restored in the bilateral M1/S1 and peripheral SMN areas. In the remitting phase, DC was reduced in the premotor, supplementary motor, and operculum-integrated regions, reflecting an adaptive response due to brain atrophy. However, DC was enhanced in the right M1 and left parietal-integrated regions, indicating chronic reorganization. In both the relapsing and remitting phases, the changes in EC and DC were similar.
  
  
  CONCLUSIONS
  The alterations in centrality within the SMN indicate rapid plasticity and chronic reorganization with a biased impairment of specific functional areas in RRMS patients.
authors.affiliation: Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi Province, China; Department of Oncology, the Second Hospital of Nanchang, Nanchang, Jiangxi Province, China.
authors.forename: Ying
authors.initials: Y
authors.lastname: Zhuang
authors.affiliation: Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi Province, China; Jiangxi Province Medical Imaging Research Institute, Nanchang, Jiangxi Province, China.
authors.forename: Fuqing
authors.initials: F
authors.lastname: Zhou
authors.affiliation: Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi Province, China; Jiangxi Province Medical Imaging Research Institute, Nanchang, Jiangxi Province, China.
authors.forename: Honghan
authors.initials: H
authors.lastname: Gong
mesh_terms: D000328:Adult; D001284:Atrophy / Q000473:pathology; D001921:Brain / Q000473:pathology; D001931:Brain Mapping; D016022:Case-Control Studies; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D016014:Linear Models; D008279:Magnetic Resonance Imaging; D008297:Male; D008875:Middle Aged; D009044:Motor Cortex / Q000503:physiopathology; D020529:Multiple Sclerosis, Relapsing-Remitting / Q000503:physiopathology*; D009473:Neuronal Plasticity; D066191:Sensorimotor Cortex / Q000503:physiopathology*