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Task-related brain functional network reconfigurations relate to motor recovery in chronic subcortical stroke
- Source :
- Scientific Reports, Vol 11, Iss 1, Pp 1-12 (2021), Scientific Reports
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Stroke leads to both regional brain functional disruptions and network reorganization. However, how brain functional networks reconfigure as task demand increases in stroke patients and whether such reorganization at baseline would facilitate post-stroke motor recovery are largely unknown. To address this gap, brain functional connectivity (FC) were examined at rest and motor tasks in eighteen chronic subcortical stroke patients and eleven age-matched healthy controls. Stroke patients underwent a 2-week intervention using a motor imagery-assisted brain computer interface-based (MI-BCI) training with or without transcranial direct current stimulation (tDCS). Motor recovery was determined by calculating the changes of the upper extremity component of the Fugl–Meyer Assessment (FMA) score between pre- and post-intervention divided by the pre-intervention FMA score. The results suggested that as task demand increased (i.e., from resting to passive unaffected hand gripping and to active affected hand gripping), patients showed greater FC disruptions in cognitive networks including the default and dorsal attention networks. Compared to controls, patients had lower task-related spatial similarity in the somatomotor–subcortical, default–somatomotor, salience/ventral attention–subcortical and subcortical–subcortical connections, suggesting greater inefficiency in motor execution. Importantly, higher baseline network-specific FC strength (e.g., dorsal attention and somatomotor) and more efficient brain network reconfigurations (e.g., somatomotor and subcortical) from rest to active affected hand gripping at baseline were related to better future motor recovery. Our findings underscore the importance of studying functional network reorganization during task-free and task conditions for motor recovery prediction in stroke. Ministry of Health (MOH) National Medical Research Council (NMRC) Published version This research was supported by the National Medical Research Council NMRC0088/2015 and the Duke-NUS Medical School Signature Research Program funded by Ministry of Health, Singapore (J.H.Z.) and National Medical Research Council NMRC/NIG/1013/2010 (E.C.). This work was also partially supported by the RIE2020 AME Programmatic Fund, Singapore (No. A20G8b0102).
- Subjects :
- Male
0301 basic medicine
medicine.medical_specialty
Science
medicine.medical_treatment
Motor Activity
Transcranial Direct Current Stimulation
Article
Task (project management)
Upper Extremity
Functional networks
03 medical and health sciences
0302 clinical medicine
Physical medicine and rehabilitation
Motor control
Salience (neuroscience)
Neural Pathways
medicine
Humans
Medicine [Science]
Stroke
Brain–computer interface
Neuronal Plasticity
Multidisciplinary
Subcortical stroke
Transcranial direct-current stimulation
business.industry
Motor Cortex
Stroke Rehabilitation
Brain
Recovery of Function
Middle Aged
medicine.disease
Magnetic Resonance Imaging
030104 developmental biology
Brain-Computer Interfaces
Computer science and engineering [Engineering]
Medicine
Motor recovery
business
030217 neurology & neurosurgery
Motor Control
Neuroscience
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....6f89d87fd2b7a9c5818686fe8b9769f5
- Full Text :
- https://doi.org/10.1038/s41598-021-87789-5