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Updated: Nov 11, 2025

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
Published on: July 14, 2023
Electroencephalography resting-state networks in people with Stroke
Dylan B Snyder1, Brian D Schmit1, Allison S Hyngstrom2
1Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA.
Stroke survivors exhibit altered brain networks, with reduced activity and connectivity in alpha and beta bands, and increased gamma band connectivity. These changes indicate a shift towards more local and asymmetric neural processing post-stroke.
Area of Science:
- Neuroscience
- Clinical Neurology
Background:
- Stroke significantly impacts neural networks and functional recovery.
- Characterizing resting-state brain activity is crucial for understanding post-stroke neuroplasticity.
Purpose of the Study:
- To investigate alterations in resting-state cortical networks in chronic stroke survivors.
- To utilize electroencephalography (EEG) for characterizing these network changes.
Main Methods:
- Collected EEG data from chronic stroke survivors and healthy controls during a resting state.
- Normalized EEG power to assess network activity.
- Measured functional connectivity using correlations of orthogonalized EEG activity.
Main Results:
- Reduced cortical activity and connectivity were observed in the alpha and beta frequency bands post-stroke.
- Increased connectivity in the gamma frequency band was noted after stroke.
- Significant asymmetries in cortical activity, primarily in the lesioned hemisphere, were identified.
Conclusions:
- Stroke induces network alterations, leading to more localized, higher-frequency, and asymmetric brain networks.
- Understanding these cortical network changes can inform targeted interventions to reduce functional impairment.
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