1. Hebbian plasticity induced by temporally coincident BCI enhances post-stroke motor recovery.
- Author
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Krueger, Johanna, Krauth, Richard, Reichert, Christoph, Perdikis, Serafeim, Vogt, Susanne, Huchtemann, Tessa, Dürschmid, Stefan, Sickert, Almut, Lamprecht, Juliane, Huremovic, Almir, Görtler, Michael, Nasuto, Slawomir J., Tsai, I.-Chin, Knight, Robert T., Hinrichs, Hermann, Heinze, Hans-Jochen, Lindquist, Sabine, Sailer, Michael, Millán, Jose del R., and Sweeney-Reed, Catherine M.
- Subjects
ELECTRIC stimulation ,EVOKED potentials (Electrophysiology) ,NEUROPLASTICITY ,STROKE ,FUNCTIONAL assessment ,TRANSCRANIAL magnetic stimulation - Abstract
Functional electrical stimulation (FES) can support functional restoration of a paretic limb post-stroke. Hebbian plasticity depends on temporally coinciding pre- and post-synaptic activity. A tight temporal relationship between motor cortical (MC) activity associated with attempted movement and FES-generated visuo-proprioceptive feedback is hypothesized to enhance motor recovery. Using a brain–computer interface (BCI) to classify MC spectral power in electroencephalographic (EEG) signals to trigger FES-delivery with detection of movement attempts improved motor outcomes in chronic stroke patients. We hypothesized that heightened neural plasticity earlier post-stroke would further enhance corticomuscular functional connectivity and motor recovery. We compared subcortical non-dominant hemisphere stroke patients in BCI-FES and Random-FES (FES temporally independent of MC movement attempt detection) groups. The primary outcome measure was the Fugl-Meyer Assessment, Upper Extremity (FMA-UE). We recorded high-density EEG and transcranial magnetic stimulation-induced motor evoked potentials before and after treatment. The BCI group showed greater: FMA-UE improvement; motor evoked potential amplitude; beta oscillatory power and long-range temporal correlation reduction over contralateral MC; and corticomuscular coherence with contralateral MC. These changes are consistent with enhanced post-stroke motor improvement when movement is synchronized with MC activity reflecting attempted movement. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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