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volume 19 issue 4 pages 46001

Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study

Publication typeJournal Article
Publication date2022-07-01
scimago Q1
wos Q2
SJR1.127
CiteScore7.8
Impact factor3.8
ISSN17412560, 17412552
Biomedical Engineering
Cellular and Molecular Neuroscience
Abstract

Objective. Transcutaneous spinal cord stimulation (TSS) has been shown to be a promising non-invasive alternative to epidural spinal cord stimulation for improving outcomes of people with spinal cord injury (SCI). However, studies on the effects of TSS on cortical activation are limited. Our objectives were to evaluate the spatiotemporal effects of TSS on brain activity, and determine changes in functional connectivity under several different stimulation conditions. As a control, we also assessed the effects of functional electrical stimulation (FES) on cortical activity. Approach. Non-invasive scalp electroencephalography (EEG) was recorded during TSS or FES while five neurologically intact participants performed one of three lower-limb tasks while in the supine position: (1) A no contraction control task, (2) a rhythmic contraction task, or (3) a tonic contraction task. After EEG denoising and segmentation, independent components (ICs) were clustered across subjects to characterize sensorimotor networks in the time and frequency domains. ICs of the event related potentials (ERPs) were calculated for each cluster and condition. Next, a Generalized Partial Directed Coherence (gPDC) analysis was performed on each cluster to compare the functional connectivity between conditions and tasks. Main results. IC analysis of EEG during TSS resulted in three clusters identified at Brodmann areas (BA) 9, BA 6, and BA 4, which are areas associated with working memory, planning, and movement control. Lastly, we found significant (p < 0.05, adjusted for multiple comparisons) increases and decreases in functional connectivity of clusters during TSS, but not during FES when compared to the no stimulation conditions. Significance. The findings from this study provide evidence of how TSS recruits cortical networks during tonic and rhythmic lower limb movements. These results have implications for the development of spinal cord-based computer interfaces, and the design of neural stimulation devices for the treatment of pain and sensorimotor deficit.

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Steele A. et al. Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study // Journal of Neural Engineering. 2022. Vol. 19. No. 4. p. 46001.
GOST all authors (up to 50) Copy
Steele A., Manson G. A., HORNER P., Sayenko D. G., Contreras-Vidal J. Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study // Journal of Neural Engineering. 2022. Vol. 19. No. 4. p. 46001.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1088/1741-2552/ac7b4b
UR - https://iopscience.iop.org/article/10.1088/1741-2552/ac7b4b
TI - Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study
T2 - Journal of Neural Engineering
AU - Steele, Alexander
AU - Manson, Gerome A.
AU - HORNER, PHILIP
AU - Sayenko, Dimitry G.
AU - Contreras-Vidal, Jose
PY - 2022
DA - 2022/07/01
PB - IOP Publishing
SP - 46001
IS - 4
VL - 19
PMID - 35732141
SN - 1741-2560
SN - 1741-2552
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2022_Steele,
author = {Alexander Steele and Gerome A. Manson and PHILIP HORNER and Dimitry G. Sayenko and Jose Contreras-Vidal},
title = {Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study},
journal = {Journal of Neural Engineering},
year = {2022},
volume = {19},
publisher = {IOP Publishing},
month = {jul},
url = {https://iopscience.iop.org/article/10.1088/1741-2552/ac7b4b},
number = {4},
pages = {46001},
doi = {10.1088/1741-2552/ac7b4b}
}
MLA
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MLA Copy
Steele, Alexander, et al. ā€œEffects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: a proof-of-concept EEG study.ā€ Journal of Neural Engineering, vol. 19, no. 4, Jul. 2022, p. 46001. https://iopscience.iop.org/article/10.1088/1741-2552/ac7b4b.