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Updated: Jul 6, 2026

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
Published on: July 14, 2023
Dynamic topological changes of the motor network after stroke.
Antonello Baldassarre1, Roberto Guidotti1, Vittorio Pizzella1
1Department of Neuroscience, Imaging and Clinical Sciences, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, ITAB, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy.
Motor stroke alters dynamic brain network topology, impacting motor function recovery. A specific motor region (vCS) showed reduced high centrality in severely impaired patients, revealing key insights into stroke-related motor deficits.
Area of Science:
- Neuroscience
- Systems Neuroscience
- Clinical Neurology
Background:
- Motor stroke impacts functional connectivity and topology of the motor system.
- Time-varying connectivity is crucial for motor impairment and recovery.
- The temporal dynamics of motor network topology after stroke remain largely unexplored.
Purpose of the Study:
- Identify dynamic central motor nodes associated with motor impairment post-stroke.
- Characterize dynamic interactions within the motor system using graph theory and dynamic functional connectivity MRI.
- Investigate the clinical relevance of temporal dynamics in motor network organization.
Main Methods:
- Utilized resting-state fMRI data from 20 acute stroke patients.
- Applied a sliding window approach to estimate dynamic functional connectivity within the motor network.
- Computed time-varying nodal betweenness centrality to identify dynamic central motor nodes and their association with upper limb impairment.
Main Results:
- Identified a dynamic central motor node in the ipsilesional anterior ventral central sulcus (vCS).
- Severely impaired patients showed shorter durations in high centrality mode compared to less impaired individuals.
- Upper limb impairment correlated with reduced functional connectivity between the vCS node and specific left hemisphere and cerebellar regions.
Conclusions:
- Acute motor stroke significantly affects the time-varying topological properties of motor network functional interactions.
- These dynamic topological changes are linked to upper limb impairment severity.
- Findings offer insights into the neural mechanisms underlying motor deficits after stroke.
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