Stroke
Conditions
Keywords
Stroke, Brain-Computer Interface, Virtual Reality, Motor Imagery, Upper Extremity, Rehabilitation
Brief summary
The goal of this clinical trial is to investigate if training sessions of motor imagery associated with brain-computer interface and motor observation through virtual reality (MI-VR-BCI) can help to improve arm and hand recovery after a stroke. The main questions to answer are: * Can adding MI-BCI-VR sessions improve upper limb movement? * Can it help stroke survivors perform daily activities more easily? * Does this type of training improve brain activity and connections related to movement? Researchers will compare this type of intervention with motor imagery associated with a standard brain-computer interface intervention (MI-BCI) to see if there are added effects to upper limb function, activity and brain connections. Participants will : * Perform two intervention periods in a random order: one with MI-VR-BCI training sessions and other with MI-BCI training sessions. Each period will involve 3 weekly sessions of training, during 6 weeks, with the intervention periods being separated by 3 weeks. * Complete four assessment sessions: one at the beginning and another at the end of each intervention period.
Detailed description
Stroke is a leading cause of long-term disability worldwide, often resulting in upper limb (UL) impairment. Approximately 70% of stroke survivors experience UL dysfunction, with a significant portion continuing to show deficits into the chronic phase. This impacts independence and quality of life, highlighting the need for effective rehabilitation strategies. Brain-Computer Interface (BCI) interventions have shown promise in improving UL function by enabling patients to modulate brain activity through neurofeedback in a closed-loop system. When combined with multisensory feedback (visual, auditory, and somatosensory) BCIs may promote neuroplasticity and motor recovery. The use of Motor Imagery (MI) and embodied Virtual Reality (VR) may further enhance motor learning by reinforcing motor patterns and creating meaningful, immersive rehabilitation experiences. Despite encouraging evidence, the clinical and neurophysiological benefits of combining BCI with VR and MI remain underexplored, particularly when associated with longer intervention periods, the impact in activities of daily living and the influence of patient-specific traits such as motor, cognitive, or behavioral dimensions. In light of these considerations, the primary objectives of this study are: * To assess the preliminary effects of applying a motor imagery based Brain-Computer Interface with Virtual Reality (MI-BCI-VR) paradigm on upper limb function and activity in individuals with stroke. * To evaluate the neurophysiological effects of this intervention on brain activity and its relationship with clinical measures of upper limb function. The secondary objectives of the study are: * To explore the influence of individual characteristics on clinical outcomes and neurophysiological changes observed. * To examine the specific contribution of embodied Virtual Reality associated with BCI in upper limb rehabilitation after stroke. * To understand participant's experience with the different intervention paradigms, including acceptability and usability, and to inform the technology development process.
Interventions
DEVICEMotor Imagery-based Brain-Computer Interface coupled with Virtual Reality (MI-BCI-VR)
The training paradigm will involve motor imagery coupled with EEG-based BCI control and immersive virtual reality (VR) feedback. VR feedback will consist of NeuRow, a first-person perspective training paradigm that allows multimodal visual, auditory and haptic feedback through the use of immersive virtual reality headset and haptic controllers. Sessions will have a frequency of 3 times per week, during 6 weeks.
DEVICEMotor Imagery-based Brain-Computer Interface (MI-BCI)
The training paradigm will involve motor imagery combined with EEG-based BCI control using a cue-based visual paradigm. Sessions will be conducted three times per week over a period of six weeks.
Sponsors
Technical University of Lisbon
Centro de Medicina de Reabilitação de Alcoitão
Study design
Allocation
RANDOMIZED
Intervention model
CROSSOVER
Primary purpose
TREATMENT
Masking
NONE
Intervention model description
Each participant will complete two intervention periods, corresponding to two different intervention types (MI-VR-BCI or MI-BCI), administered in a randomized order. A 3-week washout period will separate the two intervention periods. Pre- and post-intervention assessments will be conducted for each period, resulting in a total of four assessments per participant.
Eligibility
Sex/Gender
ALL
Age
18 Years to 80 Years
Healthy volunteers
No
Inclusion criteria
* Clinical diagnosis of stroke confirmed by neuroimaging, with resulting upper limb hemiparesis. * Time since stroke between 6 and 24 months at the time of selection. * Sufficient cognitive ability to understand and follow the intervention procedures. * Spasticity score \<3 on the Modified Ashworth Scale in upper limb muscle groups. * Adults aged 18 to 80 years. * Ability to remain seated for approximately 2 hours. * Motivation to participate and capacity to provide informed consent. * Undergoing conventional rehabilitation therapy during the study period.
Exclusion criteria
* Severe communication difficulties preventing comprehension or execution of instructions. * Skin lesions, allergies, or metal implants in the cephalic region, or history of craniectomy, that hinder electrode placement or interfere with EEG signal acquisition. * Concomitant neurological or musculoskeletal conditions affecting upper limb motor function. * Other neurological, musculoskeletal, or psychiatric conditions that may compromise participation or study outcomes (e.g., major depression, severe visual impairment, photosensitive epilepsy, frequent vertigo or dizziness). * Upper limb impairment due to a previous stroke.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Upper Limb Motor Function (Fugl-Meyer Assessment - Upper Extremity) | Baseline and end of each 6-week intervention period (up to 15 weeks total, including washout). | Within-subject difference in the change in upper limb motor function, as assessed by the Fugl-Meyer Assessment for the Upper Extremity (FMA-UE), between the two intervention conditions (MI-BCI-VR vs. MI-BCI). FMA-UE scores range from 0 to 66, with higher scores indicating better motor function and less impairment. |
| Change in Upper Limb Activity (Action Research Arm Test - ARAT) | Baseline and end of each 6-week intervention period (up to 15 weeks total, including washout). | Within-subject difference in the change in upper limb activity, as assessed by the Action Research Arm Test (ARAT), between the two intervention conditions (MI-BCI-VR vs. MI-BCI). The ARAT is a standardized measure that evaluates upper limb functioning through tasks involving grasp, grip, pinch, and gross movement. Scores range from 0 to 57, with higher scores indicating better functional ability. This outcome assesses the impact of the intervention on functional use of the affected arm in daily activities. |
| Change in EEG Event-Related Desynchronization/Synchronization (ERD/ERS) | During each intervention session across both 6-week intervention periods (up to 15 weeks total, including washout). | Changes in event-related desynchronization and synchronization (ERD/ERS) during motor imagery tasks, derived from EEG recordings to assess intervention-related modulation of sensorimotor cortical activity. |
| Change in EEG Hemispheric Lateralization Index | During each intervention session across both 6-week intervention periods (up to 15 weeks total, including washout). | Changes in EEG-derived hemispheric lateralization indices during motor imagery tasks, used to evaluate intervention-related reorganization of cortical motor networks. |
| Change in EEG Connectivity Measures | During each intervention session across both 6-week intervention periods (up to 15 weeks total, including washout). | Exploratory changes in EEG-based functional connectivity metrics between motor-related cortical regions during motor imagery tasks. |
Countries
Portugal
Contacts
CONTACTAthanasios Vourvopoulos, PhD
Outcome results
None listed