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| Name | Class |
|---|---|
| Wings for Life | OTHER |
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Reduced arm and hand function has a significant impact on independence and quality of life after spinal cord injury. Functional electrical stimulation therapy (FES-T) is a treatment that can produce improvements in reaching and grasping function after neurological injuries. However, not all paralyzed muscles respond equally well to the therapy. Currently, therapists cannot predict which muscles will respond, limiting their ability to create a personalized therapy plan that can maximize outcomes while making the best use of the limited treatment time available. The objective of this study is to develop a diagnostic method that will allow therapists to quickly and easily screen muscles in the clinic, in order to predict how they will respond to FES-T.
Participants with cervical spinal cord injury will receive FES-T through the Rocket Family Upper Extremity Clinic at the Toronto Rehabilitation Institute - University Health Network. Muscles receiving training will undergo a electrophysiological examination before the start of therapy, and will then be tracked for strength recovery over the course of 30 sessions. Lastly, signal processing and machine learning techniques will be applied to the electrophysiological data to predict the recovery profile of each muscle.
The significance of this work will be to provide personalized therapy planning in FES-T, leading to more effective use of healthcare resource as well as improved outcomes.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Functional electrical stimulation therapy | Experimental | Participants will receive 30 sessions of upper limb functional electrical stimulation therapy. Sessions will be 1 hour in length and take place 3-5 times per week. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Functional electrical stimulation therapy. | Device | Functional electrical stimulation therapy will be delivered using the MyndMove system (MyndTec, Inc., Mississauga, Canada). |
|
| Measure | Description | Time Frame |
|---|---|---|
| Muscle strength recovery profile | Change over time in manual muscle testing conducted on each treated muscle. | Muscle strength assessed at each of 30 therapy sessions (3-5 sessions per week). |
| Measure | Description | Time Frame |
|---|---|---|
| Surface electromyography signal features | Surface electromyography of treated muscles will be conducted at baseline. A set of signal features will be extracted for use in predictive modeling (examples include Hudgins' time-domain feature set, autoregressive coefficients, and frequency domain features). An optional second assessment will occur at the end of the 30 therapy sessions. | Baseline (required). End of therapy (6-10 weeks; optional). |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| José Zariffa, PhD | University Health Network, Toronto | Principal Investigator |
| Sukhvinder Kalsi-Ryan, PhD | University Health Network, Toronto | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Toronto Rehabilitation Institute - University Health Network | Toronto | Ontario | M4G 3V9 | Canada |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 41099684 | Derived | Balbinot G, Li G, Chen A, Eftekhar P, Ma W, Kalsi-Ryan S, Zariffa J. Upper Extremity Muscle Recovery Profiles With Functional Electrical Stimulation Therapy in Chronic Spinal Cord Injury. Neuromodulation. 2026 Jun;29(4):647-659. doi: 10.1016/j.neurom.2025.08.416. Epub 2025 Oct 16. |
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De-identified data may be shared following study completion upon reasonable request to the investigators and completion of a data sharing agreement.
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Once study has been published, the datasets corresponding to the analyses described will be shared upon request.
Data sharing will require completion of a data sharing agreement. Interested parties should contact the principal investigator.
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| ID | Term |
|---|---|
| D013119 | Spinal Cord Injuries |
| ID | Term |
|---|---|
| D013118 | Spinal Cord Diseases |
| D002493 | Central Nervous System Diseases |
| D009422 | Nervous System Diseases |
| D020196 | Trauma, Nervous System |
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This prognostic study examines how baseline measurements predict therapy response in a single group of participants.
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| D014947 | Wounds and Injuries |