PTOtherJournal of neuroengineering and rehabilitation2025

Development and evaluation of a non-invasive brain-spine interface using transcutaneous spinal cord stimulation.

Carolyn Atkinson, Lorenzo Lombardi, Meredith Lang and 6 others

PMID 40281628

WHAT IT FOUND

A non-invasive brain-spine interface used EEG to time spinal cord stimulation with knee-extension intention above chance in unimpaired participants, but no spinal cord injury patients or rehabilitation outcomes were tested.

Key findings

01The EEG decoder identified intended right knee extension better than chance in offline cued movement, with average AUC 0.83 ± 0.06; 0.5 means chance.

02In real time, brain-controlled stimulation was above chance for cued and uncued movement, but with a 0.8-second tolerance window, onset timing was correct 56% of the time for cued movement and 41% for uncued movement.

03A decoder trained on motor imagery generalised to cued movement with average AUC 0.79 ± 0.09, not significantly different from a decoder trained on cued movement.

STILL TO COME

How it was doneWhat they foundWhat it means for PTs

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What it does not show

The participants were unimpaired adults, not people with spinal cord injury, so the study does not show that the system helps patients recover movement. The sample was small and variable across analyses: 17 participants were recruited, 2 were excluded for noisy EEG channels, and different analyses used 7, 9, 4, or 2 participants. The system decoded only a single right knee extension, not bilateral or multi-joint walking movements. Real-time timing was imperfect: with a 0.8-second tolerance window, stimulation onset was within 0.8 seconds of true onset 56% of the time for cued movement and 41% for uncued movement. Uncued movement, which is closer to natural rehabilitation practice, had lower performance, and training on uncued movement did not significantly improve it. The young university-based age range may not reflect older people with spinal cord injury. The topographical R-squared analysis included 32 channels and 7 participants and was not corrected for multiple comparisons.

Declared interests

The work was funded by the National Institute of Neurological Disorders and Stroke, the National Institute of Child Health and Human Development, the National Institutes of Health, and the National Institute of Biomedical Imaging and Bioengineering. No commercial funding or author conflicts are reported in the supplied text.

The easy way to misread this

Do not read this as evidence that brain-controlled spinal cord stimulation improves walking or recovery in spinal cord injury. It was tested only in unimpaired participants and reported no clinical outcomes.

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