The aim of this study is to determine if functional muscle stimulation, in addition to non-invasive neurostimulation through the tongue (TDU), directed by electroencephalogram (EEG) output, can increase the extent of stroke recovery on behavioral measures and induce brain plasticity as measured by functional magnetic resonance imaging (fMRI).~Adult stroke patients with upper extremity motor impairments (henceforth experimental group), healthy controls, and participants with risk factors for stroke, without upper extremity impairment (allowing them to serve as controls for patients with upper extremity impairments (henceforth control group)), will be recruited in this study. Half of the participants in the experimental group will be randomly assigned to the EEG-BCI (brain-computer interface) training (closed-loop) group and will receive training on the BCI task along with muscle and tongue stimulation. The other half of the participants in the experimental group receiving traditional rehab will not receive any kind of FES or tongue stimulation for the first 8-10 weeks of study period and then will start receiving BCI-FES-tongue stimulation rehab therapy.~All participants without UE impairment in Control group 1 will receive 4-6 (minimum 4, up to a maximum of 6) sessions of training on the BCI system and pre- and post MRI and 2 behavioral testing sessions.~Addition of a Control group 2 is consistent with the AHA grants - Twenty four ischemic stroke patients with moderate upper extremity (dominant right hand affected) impairment (score of 1 or 2 on the motor sub-component of the NIH stroke scale (NIHSS) and ARAT score 20-45); no upper extremity injury or conditions that limited use prior to the stroke; and pre-stroke independence with a Modified Rankin Score of 0 or 1), will be recruited in this arm. All participants in this group will receive MR sessions and behavioral testing similar to the Experimental group.~Addition of an Experimental group receiving EEG-BCI-bilateral FES intervention using the recoveriX system: recoveriX is a brain driven rehabilitation system for stroke patients that pairs mental activities with motor functions. Through the EEG-based recoveriX BCI system, the brain receives visual and tactile feedback in real-time, making rehabilitation more effective. A stroke patient imagines a hand movement while receiving visual feedback through a virtual avatar, and tactile feedback through electrical muscle stimulation paired to the patient's imagined movement, with the aim that these patients might regain the volitional ability to grasp following therapy. Unlike the current EEG-BCI-FES intervention that involves stimulation of only the impaired arm, with recoveriX, both arms are simultaneously stimulated during the course of the intervention.~Specific Aims~To determine if functional muscle stimulation of the arms, in addition to non-invasive neurostimulation through the tongue (TDU), directed by electroencephalogram (EEG) output, can increase the extent of stroke recovery as measured by behavioral measures and induce brain plasticity as measured by functional magnetic resonance imaging (fMRI).~Primary objective~To examine the effect of EEG guided functional muscle stimulation on improvement in upper extremity function~Secondary objective~To examine plasticity changes as measured by EEG/fMRI measures before and after EEG guided functional muscle stimulation.
The purpose of this research is to determine if two non-invasive brain stimulation techniques, muscle stimulation of the arm and neuro-stimulation through the tongue, can increase the extent of stroke recovery.