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

被引:5
|
作者
Steele, Alexander G. [1 ,2 ]
Manson, Gerome A. [2 ,3 ,4 ]
Horner, Philip J. [2 ]
Sayenko, Dimitry G. [2 ]
Contreras-Vidal, Jose L. [1 ]
机构
[1] Univ Houston, NSF IUCRC BRAIN, Lab NonInvas Brain Machine Interface Syst, Houston, TX 77004 USA
[2] Houston Methodist Res Inst, Ctr Neuroregenerat, Houston, TX 77030 USA
[3] Univ Toronto, Fac Kinesiol & Phys Educ, Toronto, ON, Canada
[4] Queens Univ, Sch Kinesiol & Hlth Studies, Kingston, ON, Canada
基金
美国国家科学基金会;
关键词
EEG; functional connectivity; spinal cord; spinal stimulation; movement; cortical activation; EEG source reconstruction; SUPPLEMENTARY MOTOR AREA; CORD STIMULATION; PERIAQUEDUCTAL GRAY; VOLUNTARY MOVEMENTS; NEURAL MECHANISMS; PREMOTOR CORTEX; INJURY; HUMANS; PAIN; ORGANIZATION;
D O I
10.1088/1741-2552/ac7b4b
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
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页数:14
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