Reclaiming Motor Functions after Complete Spinal Cord Injury using Epidural Minimally Invasive Brain-Computer Interface

Abstract

Spinal cord injuries significantly impair patients' ability to perform daily activities independently. While invasive brain-computer interfaces (BCIs) offer high communication bandwidth to assist and rehabilitate these patients, their invasiveness limits broader adoption. We developed a minimally invasive BCI system that balances safety and communication bandwidth to restore hand functions. This system enables real-time, precise control of hand movements and effective hand function rehabilitation, requiring less than 10 minutes of calibration time and maintaining an average grasping detection F1-score of 0.91 over a 9-month period of home use. A tetraplegia patient caused by complete spinal cord injury was recruited in this study. With the assistance of the brain-computer interface, the patient can successfully perform object grasping and daily tasks involving hand functions, achieving a 100% success rate in an object transfer test. Additionally, the patient showed substantial neurological recovery through consecutive BCI upper limb training, regaining the ability to hold objects without BCI assistance. The patient demonstrated a 5-point improvement in ISNCSCI upper limb motor scores and a 27-point increase in the Action Research Arm Test (ARAT). Improvements in electrophysiological assessments point to a considerable recovery in impaired neural circuits. The cerebral-spinal channels established via this BCI system offer a promising new approach for treating spinal cord injuries and restoring hand functions.

Competing Interest Statement

The authors have declared no competing interest.

Clinical Trial

NCT05920174

Funding Statement

This study was funded by

Author Declarations

I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.

Yes

The details of the IRB/oversight body that provided approval or exemption for the research described are given below:

Ethics committee of Xuanwu Hospital of Capital Medical University gave ethical approval for this work

I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.

Yes

I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

Yes

I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

Yes

留言 (0)

沒有登入
gif