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Parhizi B, Barss TS, Dineros AM, Sivadasan G, Mann D, Mushahwar VK. Bimanual coordination and spinal cord neuromodulation: how neural substrates of bimanual movements are altered by transcutaneous spinal cord stimulation. J Neuroeng Rehabil 2024; 21:103. [PMID: 38890742 PMCID: PMC11184732 DOI: 10.1186/s12984-024-01395-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 05/30/2024] [Indexed: 06/20/2024] Open
Abstract
Humans use their arms in complex ways that often demand two-handed coordination. Neurological conditions limit this impressive feature of the human motor system. Understanding how neuromodulatory techniques may alter neural mechanisms of bimanual coordination is a vital step towards designing efficient rehabilitation interventions. By non-invasively activating the spinal cord, transcutaneous spinal cord stimulation (tSCS) promotes recovery of motor function after spinal cord injury. A multitude of research studies have attempted to capture the underlying neural mechanisms of these effects using a variety of electrophysiological tools, but the influence of tSCS on cortical rhythms recorded via electroencephalography remains poorly understood, especially during bimanual actions. We recruited 12 neurologically intact participants to investigate the effect of cervical tSCS on sensorimotor cortical oscillations. We examined changes in the movement kinematics during the application of tSCS as well as the cortical activation level and interhemispheric connectivity during the execution of unimanual and bimanual arm reaching movements that represent activities of daily life. Behavioral assessment of the movements showed improvement of movement time and error during a bimanual common-goal movement when tSCS was delivered, but no difference was found in the performance of unimanual and bimanual dual-goal movements with the application of tSCS. In the alpha band, spectral power was modulated with tSCS in the direction of synchronization in the primary motor cortex during unimanual and bimanual dual-goal movements and in the somatosensory cortex during unimanual movements. In the beta band, tSCS significantly increased spectral power in the primary motor and somatosensory cortices during the performance of bimanual common-goal and unimanual movements. A significant increase in interhemispheric connectivity in the primary motor cortex in the alpha band was only observed during unimanual tasks in the presence of tSCS. Our observations provide, for the first time, information regarding the supra-spinal effects of tSCS as a neuromodulatory technique applied to the spinal cord during the execution of bi- and unimanual arm movements. They also corroborate the suppressive effect of tSCS at the cortical level reported in previous studies. These findings may guide the design of improved rehabilitation interventions using tSCS for the recovery of upper-limb function in the future.
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Affiliation(s)
- Behdad Parhizi
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada
| | - Trevor S Barss
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Katz Group-Rexall Centre for Pharmacy and Health Research, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Alphonso Martin Dineros
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada
| | - Gokul Sivadasan
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada
| | - Darren Mann
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Vivian K Mushahwar
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada.
- Institute for Smart Augmentative and Restorative Technologies and Health Innovation (iSMART), University of Alberta, Edmonton, AB, Canada.
- Division of Physical Medicine and Rehabilitation, Department of Medicine, Katz Group-Rexall Centre for Pharmacy and Health Research, University of Alberta, Edmonton, AB, T6G 2E1, Canada.
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Steele AG, Faraji AH, Contreras-Vidal JL. Electrospinography for non-invasively recording spinal sensorimotor networks in humans. J Neural Eng 2024; 20:066043. [PMID: 38118169 DOI: 10.1088/1741-2552/ad1782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 12/20/2023] [Indexed: 12/22/2023]
Abstract
Objective. Currently, few non-invasive measures exist for directly measuring spinal sensorimotor networks. Electrospinography (ESG) is one non-invasive method but is primarily used to measure evoked responses or for monitoring the spinal cord during surgery. Our objectives were to evaluate the feasibility of ESG to measure spinal sensorimotor networks by determining spatiotemporal and functional connectivity changes during single-joint movements at the spinal and cortical levels.Approach. We synchronously recorded electroencephalography (EEG), electromyography, and ESG in ten neurologically intact adults while performing one of three lower-limb tasks (no movement, plantar-flexion and knee flexion) in the prone position. A multi-pronged approach was applied for removing artifacts usingH∞filtering, artifact subspace reconstruction and independent component (IC) analysis. Next, data were segmented by task and ICs of EEG were clustered across participants. Within-participant analysis of ICs and ESG data was conducted, and ESG was characterized in the time and frequency domains. Generalized partial directed coherence analysis was performed within ICs and between ICs and ESG data by participant and task.Results.K-means clustering resulted in five clusters of ICs at Brodmann areas (BAs) 9, BA 8, BA 39, BA 4, and BA 22. Areas associated with motor planning, working memory, visual processing, movement, and attention, respectively. Time-frequency analysis of ESG data found localized changes during movement execution when compared to no movement. Lastly, we found bi-directional changes in functional connectivity (p < 0.05, adjusted for multiple comparisons) within IC's and between IC's and ESG sensors during movement when compared to the no movement condition.Significance. To our knowledge this is the first report using high density ESG for characterizing single joint lower limb movements. Our findings provide support that ESG contains information about efferent and afferent signaling in neurologically intact adults and suggests that we can utilize ESG to directly study the spinal cord.
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Affiliation(s)
- Alexander G Steele
- Laboratory for Noninvasive Brain-Machine Interfaces, IUCRC BRAIN, University of Houston, N308 Engineering Building I, Houston, TX 77204, United States of America
- Center for Neuroregeneration, Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX 77030, United States of America
| | - Amir H Faraji
- Center for Neuroregeneration, Department of Neurosurgery, Houston Methodist Research Institute, Houston, TX 77030, United States of America
- Center for Translational Neural Prosthetics and Interfaces, Houston Methodist Research Institute, Houston, TX 77030, United States of America
- Clinical Innovations Laboratory, Houston Methodist Research Institute, Houston, TX 77030, United States of America
- Department of Neurological Surgery, Houston Methodist Hospital, Houston, TX 77030, United States of America
| | - Jose L Contreras-Vidal
- Laboratory for Noninvasive Brain-Machine Interfaces, IUCRC BRAIN, University of Houston, N308 Engineering Building I, Houston, TX 77204, United States of America
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Piedade GS, Assumpcao de Monaco B, Guest JD, Cordeiro JG. Review of spinal cord stimulation for disorders of consciousness. Curr Opin Neurol 2023; 36:507-515. [PMID: 37889524 DOI: 10.1097/wco.0000000000001222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
PURPOSE OF REVIEW High-cervical spinal cord stimulation can alter cortical activity and cerebral metabolism. These effects are potentially beneficial for disorders of consciousness. A better understanding of the effects of clinical application of stimulation is needed. We aimed to evaluate the existing literature to determine the state of available knowledge. We performed a literature review of clinical studies assessing cervical spinal cord epidural stimulation for disorders of consciousness. Only peer-reviewed articles reporting preoperative and postoperative clinical status were included. RECENT FINDINGS Nineteen studies were included. A total of 532 cases were reported, and 255 patients were considered responsive (47.9%). Considering only studies published after the definition of minimally conscious state (MCS) as an entity, 402 individuals in unresponsive wakefulness syndrome (UWS) and 113 in MCS were reported. Responsiveness to SCS was reported in 170 UWS patients (42.3%) and in 78 MCS cases (69.0%), although the criteria for responsiveness and outcome measures varied among publications. SUMMARY Cervical SCS yielded encouraging results in patients with disorders of consciousness and seems to be more effective in MCS. More extensive investigation is needed to understand its potential role in clinical practice.
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Affiliation(s)
| | | | - James D Guest
- Department of Neurosurgery, Jackson Memorial Hospital, University of Miami Miller School of Medicine, Miami
- The Miami Project to Cure Paralysis, Miller School of Medicine, Miami, Florida, USA
| | - Joacir Graciolli Cordeiro
- Department of Neurosurgery, Jackson Memorial Hospital, University of Miami Miller School of Medicine, Miami
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