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Xiao Y, Gao M, He Z, Zheng J, Bai H, Rao JS, Song G, Song W, Li X. Passive activity enhances residual control ability in patients with complete spinal cord injury. Neural Regen Res 2025; 20:2337-2347. [PMID: 39359092 PMCID: PMC11759030 DOI: 10.4103/nrr.nrr-d-23-01812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 01/17/2024] [Accepted: 04/02/2024] [Indexed: 10/04/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202508000-00024/figure1/v/2024-09-30T120553Z/r/image-tiff Patients with complete spinal cord injury retain the potential for volitional muscle activity in muscles located below the spinal injury level. However, because of prolonged inactivity, initial attempts to activate these muscles may not effectively engage any of the remaining neurons in the descending pathway. A previous study unexpectedly found that a brief clinical round of passive activity significantly increased volitional muscle activation, as measured by surface electromyography. In this study, we further explored the effect of passive activity on surface electromyographic signals during volitional control tasks among individuals with complete spinal cord injury. Eleven patients with chronic complete thoracic spinal cord injury were recruited. Surface electromyography data from eight major leg muscles were acquired and compared before and after the passive activity protocol. The results indicated that the passive activity led to an increased number of activated volitional muscles and an increased frequency of activation. Although the cumulative root mean square of surface electromyography amplitude for volitional control of movement showed a slight increase after passive activity, the difference was not statistically significant. These findings suggest that brief passive activity may enhance the ability to initiate volitional muscle activity during surface electromyography tasks and underscore the potential of passive activity for improving residual motor control among patients with motor complete spinal cord injury.
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Affiliation(s)
- Yanqing Xiao
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Mingming Gao
- Department of Rehabilitation Evaluation, China Rehabilitation Research Center, Beijing, China
| | - Zejia He
- Department of Rehabilitation Evaluation, China Rehabilitation Research Center, Beijing, China
| | - Jia Zheng
- Cardiac Center, Beijing Children’s Hospital, Capital Medical University, Beijing, China
| | - Hongming Bai
- The State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China
| | - Jia-Sheng Rao
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Guiyun Song
- Department of Rehabilitation Evaluation, China Rehabilitation Research Center, Beijing, China
| | - Wei Song
- Department of Rehabilitation Engineering, China Rehabilitation Science Institute, Beijing, China
| | - Xiaoguang Li
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
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Lo YT, Lam JL, Jiang L, Lam WL, Edgerton VR, Liu CY. Cervical spinal cord stimulation for treatment of upper limb paralysis: a narrative review. J Hand Surg Eur Vol 2025; 50:781-795. [PMID: 39932700 DOI: 10.1177/17531934241307515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/20/2025]
Abstract
Recent advances in cervical spinal cord stimulation (SCS) have demonstrated improved efficacy as a therapeutic intervention for restoring hand functions in individuals with spinal cord injuries or stroke. Accumulating evidence consistently shows that cervical SCS yields significant improvements in grip force, proximal arm strength and muscle activation, with both immediate and sustained effects. This review synthesizes the evidence that electrical stimulations modulate the spinal and supraspinal organization of uninjured descending motor tracts, primarily the residual corticospinal tract, reticulospinal tract and propriospinal network of neurons, as well as increasing the sensitivity of spinal interneurons at the stimulated segments to these inputs. Additionally, we examine contemporary strategies aimed at achieving more precise patterned stimulations, including intraspinal microstimulation, ventral cord stimulation and closed-loop neuromodulation, and discuss the potential benefits of incorporating cervical SCS into a multimodal treatment paradigm.Level of evidence: V.
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Affiliation(s)
- Yu Tung Lo
- Department of Neurosurgery, National Neuroscience Institute, Singapore
- Department of Neurosurgery, Singapore General Hospital, Singapore
| | - Jordan Lw Lam
- Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan, United States
| | - Lei Jiang
- Department of Orthopaedic Surgery, Division of Spine Surgery, Singapore General Hospital, Singapore
| | - Wee Leon Lam
- Department of Hand Surgery, Singapore General Hospital, Singapore
| | - Victor R Edgerton
- Rancho Research Institute, Ranchos Los Amigos National Rehabilitation Hospital, Downey, California, United States
- Neurorestoration Center, University of Southern California, Los Angeles, California, United States
- Scientific Advisory Board, Guttmann Institute, Barcelona, Spain
| | - Charles Y Liu
- Scientific Advisory Board, Guttmann Institute, Barcelona, Spain
- Department of Neurosurgery, Ranchos Los Amigos National Rehabilitation Hospital, Downey, California, United States
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Du L, Zhang L, Bao S, Yan F, Jiang W, Wang H, Dong C. Electric Stimulation Combined with Biomaterials for Repairing Spinal Cord Injury. ACS Biomater Sci Eng 2025. [PMID: 40403155 DOI: 10.1021/acsbiomaterials.5c00615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2025]
Abstract
Spinal cord injury (SCI) is a central nervous system (CNS) disease with a high disability rate, and reconstructing motor function after SCI remains a global challenge. Recent advancements in rehabilitation and regenerative medicine offer new approaches to SCI repair. Electrical stimulation has been shown to alter cell membrane charge distribution, generating action potentials, and affecting cell behavior. This method aids axon regeneration and neurotrophic factor upregulation, crucial for nerve repair. Biomaterials, used as scaffolds or coatings in cell culture and tissue engineering, enhance cell proliferation, migration, differentiation, and tissue regeneration. Electroactive biomaterials combined with electrical stimulation show promise in regenerating nerve, heart, and bone tissues. In this paper, different types of electrical stimulation and biomaterials applied to SCI are described, and the current application and research progress of electrical stimulation combined with biomaterials in the treatment of SCI are described, as well as the future prospects and challenges.
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Affiliation(s)
- Lulu Du
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
| | - Liya Zhang
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
| | - Shengzhe Bao
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
| | - Fangsu Yan
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
| | - Wenwei Jiang
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
| | - Hui Wang
- Department of Emergency, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province China
| | - Chuanming Dong
- Department of Anatomy, Medical College of Nantong University, Nantong 226019, China
- Key Laboratory of Neuroregeneration of Jiangsu and Ministry of Education, Co-innovation Center of Neuroregeneration, Nantong University, Nantong 226019, Jiangsu Province China
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Angeli CA, Rejc E, Ugiliweneza B, Boakye M, Forrest GF, Brockman K, Vogt J, Logsdon B, Fields K, Harkema SJ. Activity-based recovery training with spinal cord epidural stimulation improves standing performance in cervical spinal cord injury. J Neuroeng Rehabil 2025; 22:101. [PMID: 40301929 PMCID: PMC12042302 DOI: 10.1186/s12984-025-01636-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 04/18/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND Individuals with a clinically complete spinal cord injury are unable to stand independently without external assistance. Studies have shown the combination of spinal cord epidural stimulation (scES) targeted for standing with activity-based recovery training (ABRT) can promote independence of standing in individuals with spinal cord injury. This cohort study aimed to assess the effects of stand-ABRT with scES in individuals with cervical chronic spinal cord injury. We evaluated the ability of these individuals to stand independently from physical assistance across multiple sessions. METHODS Thirty individuals participated in this study, all unable to stand independently at the start of the intervention. Individuals were participating in a randomized clinical trial and received stand-ABRT in addition to targeted cardiovascular scES or voluntary scES. During the standing intervention, participants were asked to stand 2 h a day, 5 days a week for 80 sessions (Groups 1 and 2) or 160 sessions (Groups 3 and 4). RESULTS A total of 3,524 training days were considered for analysis. Group 1 had 507 days, group 2 with 578 days, and 1152 and 1269 days for groups 3 and 4 respectively. 71% of sessions reached the two-hour standing goal. All individuals achieved outcomes of lower limb independent extension with spinal cord epidural stimulation, with a wide range throughout a training day. Sixteen participants achieved unassisted hip extension while maintaining unassisted bilateral knee and trunk extension. Participants receiving initial voluntary scES training performed better in unassisted bilateral knee and trunk extension than those receiving initial cardiovascular scES. The lower-limb standing activation pattern changes were consistent with the greater standing independence observed by all groups. CONCLUSIONS Individuals with chronic cervical spinal cord injury were able to achieve various levels of extension without manual assistance during standing with balance assist following stand-ABRT with scES. These results provide evidence that scES modulates network excitability of the injured spinal cord to allow for the integration of afferent and supraspinal descending input to promote standing in individuals with spinal cord injury. TRIAL REGISTRATION The study was registered on Clinical Trials.gov (NCT03364660) prior to subject enrollment.
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Affiliation(s)
- Claudia A Angeli
- Tim and Caroline Reynolds Center for Spinal Stimulation, Kessler Foundation, West Orange, NJ, USA.
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA.
- Department of Bioengineering, University of Louisville, Louisville, KY, USA.
| | - Enrico Rejc
- Tim and Caroline Reynolds Center for Spinal Stimulation, Kessler Foundation, West Orange, NJ, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
- Department of Medicine, University of Udine, Udine, Italy
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
- Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, KY, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
- Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Gail F Forrest
- Tim and Caroline Reynolds Center for Spinal Stimulation, Kessler Foundation, West Orange, NJ, USA
| | - Katelyn Brockman
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Justin Vogt
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Brittany Logsdon
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Katie Fields
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, USA
| | - Susan J Harkema
- Tim and Caroline Reynolds Center for Spinal Stimulation, Kessler Foundation, West Orange, NJ, USA
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Kim H, Soedirdjo S, Chung YC, Gray K, Fernandes SR, Dhaher YY. Grid-based transcutaneous spinal cord stimulation: probing neuromodulatory effect in spinal flexion reflex circuits. J Neural Eng 2025; 22:026046. [PMID: 40153866 PMCID: PMC11974257 DOI: 10.1088/1741-2552/adc6bd] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 03/04/2025] [Accepted: 03/28/2025] [Indexed: 04/01/2025]
Abstract
Objective.Non-invasive spinal stimulation has the potential to modulate spinal excitability. This study explored the modulatory capacity of sub-motor grid-based transcutaneous spinal cord stimulation (tSCS) applied to the lumbar spinal cord in neurologically intact participants. Our objective was to examine the effect of grid spinal stimulation on polysynaptic reflex pathways involving motoneurons and interneurons likely activated by Aβ/δfiber-mediated cutaneous afferents.Approach.Stimulation was delivered using two grid electrode montages, generating a net electric field in transverse or diagonal directions. We administered tSCS with the center of the grid aligned with the T10-T11 spinous process. Participants were seated for the 20 min stimulation duration. At 30 min after the cessation of spinal stimulation, we examined neuromodulatory effects on spinal circuit excitability in the tibialis anterior muscle by employing the classical flexion reflex paradigms. Additionally, we evaluated spinal motoneuron excitability using theH-reflex paradigm in the soleus muscle to explore the differential effects of tSCS on the polysynaptic versus monosynaptic reflex pathway and to test the spatial extent of the grid stimulation.Main results.Our findings indicated significant neuromodulatory effects on the flexion reflex, resulting in a net inhibitory effect, regardless of the grid electrode montages. Our data further indicated that the flexion reflex duration was significantly shortened only by the diagonal montage.Significance.Our results suggest that grid-based tSCS may specifically modulate spinal activities associated with polysynaptic flexion reflex pathways, with the potential for grid-specific targeted neuromodulation.
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Affiliation(s)
- Hyungtaek Kim
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
- Department of Bioengineering, University of Texas at Dallas, 800 W Campbell Rd, Richardson, TX 75080, United States of America
| | - Subaryani Soedirdjo
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
| | - Yu-Chen Chung
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
| | - Kathryn Gray
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
| | - Sofia Rita Fernandes
- Instituto de Biofísica e Engenharia Biomédica, Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
| | - Yasin Y Dhaher
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
- Department of Bioengineering, University of Texas at Dallas, 800 W Campbell Rd, Richardson, TX 75080, United States of America
- Peter O’Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390, United States of America
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Gorgey AS, Trainer R, Khalil RE, Deitrich J, Rehman MU, Goetz LL, Lester D, Klausner A, Peterson CL, Lavis T. Epidural Stimulation and Resistance Training (REST-SCI) for Overground Locomotion After Spinal Cord Injury: Randomized Clinical Trial Protocol. J Clin Med 2025; 14:1829. [PMID: 40142643 PMCID: PMC11942695 DOI: 10.3390/jcm14061829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 01/30/2025] [Accepted: 02/25/2025] [Indexed: 03/28/2025] Open
Abstract
Introduction: Implanted spinal cord epidural stimulation (SCES) is an emerging neuromodulation approach that increases the excitability of the central pattern generator [CPG] and enhances tonic and rhythmic motor patterns after spinal cord injury (SCI). We determine the effects of exoskeleton-assisted walking [EAW] + epidural stimulation [ES] + resistance training [RT] on volitional motor control as a primary outcome, as well as autonomic cardiovascular profile, body composition, and bladder function compared to EAW + delayed ES + noRT in persons with motor-complete SCI AIS A and B. Methods and Analysis: Twenty male and female participants [age 18-60 years] with traumatic motor-complete SCI [2 years or more post injury], and level of injury below C5 were randomized into either EAW + ES + RT or EAW + delayed-ES + no-RT groups for more than 12 months. Baseline, post-interventions 1 and 2 were conducted six months apart. Measurements included body composition assessment using anthropometry, dual x-ray absorptiometry, and magnetic resonance imaging prior to implantation to evaluate the extent of spinal cord damage, neurophysiologic assessments to record H-reflexes, overground ambulation and peak torque for both groups, and the Walking Index for Spinal Cord Injury Scale [WISCI 2]. Metabolic profile measurements included the resting metabolic rate, fasting biomarkers of HbA1c, lipid panels, total testosterone CRP, IL-6, TNF-α, plasma IGF-I, IGFBP-3, and then a glucose tolerance test. Finally, urodynamic testing was conducted to assess functional bladder improvement due to ES. Results: The restoration of locomotion with ES and EAW may result in a reduction in psychosocial, cardiovascular, and metabolic bladder parameters and socioeconomic burden. The addition of the resistance training paradigm may further augment the outcomes of ES on motor function in persons with SCI. Conclusions: Percutaneous SCES appears to be a feasible and safe rehabilitation approach for the restoration of motor function in persons with SCI. The procedure may be successfully implemented with other task-specific training similar to EAW and resistance training.
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Affiliation(s)
- Ashraf S. Gorgey
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
| | - Robert Trainer
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
- Department of Anesthesiology, Richmond VA Medical Center, Richmond, VA 23249, USA
| | - Refka E. Khalil
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
| | - Jakob Deitrich
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
| | - Muhammad Uzair Rehman
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
- Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Lance L. Goetz
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
| | - Denise Lester
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
- Department of Anesthesiology, Richmond VA Medical Center, Richmond, VA 23249, USA
| | - Adam Klausner
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
- Department of Urology, Richmond VA Medical Center, Richmond, VA 23249, USA
| | - Carrie L. Peterson
- Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Timothy Lavis
- Spinal Cord Injury and Disorders, Richmond VA Medical Center, Richmond, VA 23249, USA; (R.E.K.); (J.D.); (M.U.R.); (L.L.G.); (T.L.)
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA; (R.T.); (D.L.); (A.K.)
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Xiao Y, Gao Y, Bai H, Song G, Wang H, Rao JS, Hao A, Li X, Zheng J. Impact of an upper limb motion-driven virtual rehabilitation system on residual motor function in patients with complete spinal cord injury: a pilot study. J Neuroeng Rehabil 2025; 22:48. [PMID: 40045360 PMCID: PMC11881371 DOI: 10.1186/s12984-025-01587-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 02/21/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Assessing residual motor function in motor complete spinal cord injury (SCI) patients using surface electromyography (sEMG) is clinically important. Due to the prolonged loss of motor control and peripheral sensory input, patients may struggle to effectively activate residual motor function during sEMG assessments. The study proposes using virtual reality (VR) technology to enhance embodiment, motor imagery (MI), and memory, aiming to improve the activation of residual motor function and increase the sensitivity of sEMG assessments. METHODS By Recruiting a sample of 12 patients with AIS A/B and capturing surface electromyographic signals before, druing and after VR training, RESULTS: Most patients showed significant electromyographic improvements in activation frequency and or 5-rank frequency during or after VR training. However, one patient with severe lower limb neuropathic pain did not exhibit volitional electromyographic activation, though their pain diminished during the VR training. CONCLUSIONS VR can enhance the activation of patients' residual motor function by improving body awareness and MI, thereby increasing the sensitivity of sEMG assessments.
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Affiliation(s)
- Yanqing Xiao
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, National Medical Innovation Platform for Industry-Education Integration in Advanced Medical Devices (Interdiscipline of Medicine and Engineering), School of Biological Science and Medical Engineering; Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191, China
| | - Yang Gao
- The State Key Laboratory of VR Technology and Systems, Unit of Virtual Body and Virtual Surgery (2019RU004), Beihang University, Chinese Academy of Medical Sciences, Beijing, 100050, China.
| | - Hongming Bai
- The State Key Laboratory of VR Technology and Systems, Unit of Virtual Body and Virtual Surgery (2019RU004), Beihang University, Chinese Academy of Medical Sciences, Beijing, 100050, China
| | - Guiyun Song
- Department of Rehabilitation Evaluation, Rehabilitation Research Center, Beijing, China
| | - Hanming Wang
- Rehabilitation Treatment Center of Beijing Rehabilitation Hospital, Affiliated to Capital Medical University, Beijing, China
| | - Jia-Sheng Rao
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, National Medical Innovation Platform for Industry-Education Integration in Advanced Medical Devices (Interdiscipline of Medicine and Engineering), School of Biological Science and Medical Engineering; Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191, China
| | - Aimin Hao
- The State Key Laboratory of VR Technology and Systems, Unit of Virtual Body and Virtual Surgery (2019RU004), Beihang University, Chinese Academy of Medical Sciences, Beijing, 100050, China
| | - Xiaoguang Li
- Beijing Key Laboratory for Biomaterials and Neural Regeneration, National Medical Innovation Platform for Industry-Education Integration in Advanced Medical Devices (Interdiscipline of Medicine and Engineering), School of Biological Science and Medical Engineering; Beijing International Cooperation Bases for Science and Technology on Biomaterials and Neural Regeneration, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191, China.
| | - Jia Zheng
- Beijing Children's Hospital, Capital Medical University, Beijing, 100045, China.
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Forouzan EJ, Rashid MY, Nasr NF, Abd-Elsayed A, Knezevic NN. The Potential of Spinal Cord Stimulation in Treating Spinal Cord Injury. Curr Pain Headache Rep 2025; 29:35. [PMID: 39869234 DOI: 10.1007/s11916-024-01311-w] [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] [Accepted: 12/17/2024] [Indexed: 01/28/2025]
Abstract
PURPOSE OF THE REVIEW In the United States, spinal cord injuries affect approximately 18,000 individuals annually, most commonly resulting from mechanical trauma. The consequent paraplegia severely impairs motor functions, creating an urgent need for innovative therapeutic strategies that extend beyond traditional rehabilitation and pharmacotherapy. This review assesses the effectiveness of Spinal Cord Stimulation (SCS) in improving motor function in patients with spinal cord injuries, with a particular focus on paraplegia. SCS, an emerging intervention, has gained attention for its ability to activate paralyzed muscles and enhance the effects of physical therapy. RECENT FINDINGS Our review demonstrates that SCS can lead to significant functional improvements when optimally combined with rehabilitation strategies. The success of SCS depends largely on the precise placement of electrodes with individualized parameters and the integration of stimulation with intensive physical training. This review underscores the considerable potential of SCS to improve motor outcomes in individuals with paraplegia caused by spinal cord injury, emphasizing the need for further research to optimize SCS parameters, electrode placement, and its integration with rehabilitation protocols. This review highlights the potential of SCS as a therapeutic intervention for improving motor function in individuals with paraplegia caused by spinal cord injuries.
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Affiliation(s)
- Eli Justin Forouzan
- Department of Anesthesiology, Advocate Illinois Masonic Medical Center, Chicago, IL, 60657, USA
| | - Mohammed Yousif Rashid
- Department of Anesthesiology, Advocate Illinois Masonic Medical Center, Chicago, IL, 60657, USA
| | - Ned F Nasr
- Department of Anesthesiology, Advocate Illinois Masonic Medical Center, Chicago, IL, 60657, USA
| | - Alaa Abd-Elsayed
- Department of Anesthesiology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Nebojsa Nick Knezevic
- Department of Anesthesiology, Advocate Illinois Masonic Medical Center, Chicago, IL, 60657, USA.
- Department of Anesthesiology, University of Illinois, Chicago, IL, 60612, USA.
- Department of Surgery, University of Illinois, Chicago, IL, 60612, USA.
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Smith AC, Morey C, Thornton WA, Connor JR, Pfyffer D, Weber Ii KA, Will K, Tefertiller C. Responsiveness to transcutaneous spinal stimulation for upper extremity recovery following spinal cord injury: A case series exploration of midsagittal tissue bridges. J Spinal Cord Med 2025:1-7. [PMID: 39819187 DOI: 10.1080/10790268.2024.2448046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2025] Open
Abstract
CONTEXT Transcutaneous spinal stimulation (TSS), applied to the cervical spine, is able to improve voluntary upper extremity strength and function in individuals with cervical spinal cord injury (SCI). While most respond and improve in the presence of TSS, others do not respond as favorably. Midsagittal tissue bridges, adjacent to the lesion, can be observed and measured using T2-weighted magnetic resonance imaging (MRI), and both ventral and dorsal tissue bridges are associated with recovery following SCI. Tissue bridges may also be important for responding to neuromodulation such as TSS. The purpose of this case series was to explore potential relationships between the presence of tissue bridges and responsiveness to TSS for recovery of upper extremity strength and function in research participants with cervical-level SCI. METHODS This study involved six research participants who completed a clinical trial of rehabilitation paired with TSS to improve upper extremity strength and function. Ventral and dorsal midsagittal tissue bridges were quantified using T2-weighted MRI. RESULTS Three participants classified as both strength and function responders showed presence of ventral tissue bridges, while the three strength-only responders did not. The same was found for dorsal tissue bridges, except for one strength-only responder that had a dorsal tissue bridge. CONCLUSIONS The findings of this case series shed light onto the potential importance of midsagittal tissue bridges - a proxy for spared sensorimotor tracts - for responsiveness to TSS for upper extremity recovery following SCI.
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Affiliation(s)
- Andrew C Smith
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, Colorado, USA
| | | | - Wesley A Thornton
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, Colorado, USA
- Craig Hospital, Englewood, Colorado, USA
| | - Jordan R Connor
- Department of Physical Medicine and Rehabilitation, University of Colorado School of Medicine, Aurora, Colorado, USA
- Craig Hospital, Englewood, Colorado, USA
| | - Dario Pfyffer
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Kenneth A Weber Ii
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Palo Alto, California, USA
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10
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Chen YC, Huang XL, Cheng HY, Wu CC, Wu MY, Yan LC, Chen SY, Tsai ST, Lin SZ. Role of Epidural Electrode Stimulation in Three Patients with Incomplete AIS D Spinal Cord Injury. Biomedicines 2025; 13:155. [PMID: 39857740 PMCID: PMC11762847 DOI: 10.3390/biomedicines13010155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/19/2024] [Accepted: 12/20/2024] [Indexed: 01/27/2025] Open
Abstract
Background/Objectives: To determine whether epidural electrical stimulation (EES) improves sensory recovery and walking function in patients with chronic spinal cord injury (SCI) with a grade on the American Spinal Cord Injury Association impairment scale (AIS) of C or D at the cervical level. Methods: Three individuals with cervical-level chronic AIS D SCI were enrolled in the study. The mean injury duration and age were 4.8 ± 4.5 (range: 1.5-10) and 56.7 ± 9 years, respectively. The participants received personalized electrical stimulation for 36 weeks and were evaluated for their SCI characteristics, the result of an AIS assessment according to the lower extremity sensorimotor scale, their muscle activity, and preoperative walking ability parameters, initially as well as at weeks 8 and 36 of the EES intervention. Results: Participants receiving EES significantly increased the muscle activity in most lower limb muscles. Regarding the AIS assessment of the lower extremities, one participant fully regained a light touch sensation, while two fully recovered their pinprick sensation (AIS sensory scores increased from 14 to 28). One participant achieved a full motor score, whereas the others' scores increased by 19 and 7 points. Compared with preoperative gait parameters, two participants showed improvements in their walking speed and cadence. Walking symmetry, an important parameter for assessing walking function, improved by 68.7%, 88%, and 77% in the three participants, significantly improving the symmetry index (p = 0.003). Conclusions: Thus, EES may be an effective strategy for sensory impairment recovery, as well as muscular activity and strength improvement. These findings may facilitate stable walking in subjects with chronic incomplete SCI, but larger clinical trials are warranted. Clinical trial: NCT05433064.
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Affiliation(s)
- Yu-Chen Chen
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- Department of Medical Informatics, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Xiang-Ling Huang
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- Department of Nursing, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
- Institute of Medical Sciences, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Hung-Yu Cheng
- Department of Physical Medicine and Rehabilitation, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Ciou-Chan Wu
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- Institute of Medical Sciences, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Ming-Yung Wu
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
| | - Lian-Cing Yan
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
| | - Shin-Yuan Chen
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- School of Medicine, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Sheng-Tzung Tsai
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- Institute of Medical Sciences, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
- School of Medicine, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
- Department of Medicine, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
| | - Shinn-Zong Lin
- Departments of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan; (Y.-C.C.); (S.-Z.L.)
- Institute of Medical Sciences, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
- School of Medicine, Tzu Chi University, No. 701, Sec. 3, Zhongyang Rd., Hualien City 970, Hualien County, Taiwan
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11
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Zhang X, Lu Y, Zhang B, Li H, Yao Q, Lim J, Wei Y, He K, Zuo C, Sui Y, Ma B, Ran M, Pan Y, Wang G, Li L. Voluntary walking related joint movement training with targeted epidural electrical stimulation enabled neural recovery for individuals with spinal cord injury. Sci Bull (Beijing) 2024; 69:3507-3511. [PMID: 39366832 DOI: 10.1016/j.scib.2024.09.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 05/25/2024] [Accepted: 08/02/2024] [Indexed: 10/06/2024]
Affiliation(s)
- Xi Zhang
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Yang Lu
- Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Boyang Zhang
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Hongda Li
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Qingyu Yao
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Junhong Lim
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Yunyue Wei
- School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Kaibo He
- School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Chenhui Zuo
- School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Yanan Sui
- School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Bozhi Ma
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Mingshan Ran
- Department of Rehabilitation Medicine, Peking University Shougang Hospital, Beijing 100144, China
| | - Yu Pan
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Guihuai Wang
- Department of Neurosurgery, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Luming Li
- National Engineering Research Center of Neuromodulation, Tsinghua University, Beijing 100084, China; School of Aerospace Engineering, Tsinghua University, Beijing 100084, China; IDG/McGovern Institute for Brain Research at Tsinghua University, Beijing 100084, China; Changping Laboratory, Beijing 102206, China.
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12
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Shamantseva N, Timofeeva O, Semenova V, Andreeva I, Moshonkina T. Transcutaneous spinal cord stimulation modulates quiet standing in healthy adults: stimulation site and cognitive style matter. Front Neurosci 2024; 18:1467182. [PMID: 39323916 PMCID: PMC11422384 DOI: 10.3389/fnins.2024.1467182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 09/02/2024] [Indexed: 09/27/2024] Open
Abstract
The study explored the effects of transcutaneous electrical spinal cord stimulation (tES) on postural control. Subjects were divided into field-dependent (FD) and field-independent (FI) groups according to their cognitive style. FD subjects use an exteroceptive afferent stream for spatial orientation, while FI subjects use an interoceptive stream. In darkness, vertical posture is maintained by head-trunk stabilization in FD subjects and by independent movements of body segments in FI subjects. Previously, we showed that tES at the L1-L2 vertebral level decreased postural stability in FD subjects. Now, stimulation was applied at the T11-T12 vertebral level (midline, above the left or right dorsal roots). Quiet standing was assessed using stabilometry in 18 FD and FI participants. Participants stood on a force platform in soundproof chamber with eyes closed during tES. Midline and left tES significantly improved postural stability by up to 28% in FD participants, while posture did not change significantly in FI participants. Pronounced differences between the effects of T11-T12 and L1-L2 stimulation are associated with selective topographical activation of proximal and distal leg muscles during tES of the lumbar enlargement. This study highlights the importance of considering cognitive style in postural control research.
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Affiliation(s)
- Natalia Shamantseva
- Pavlov Institute of Physiology, Russian Academy of Sciences, St. Petersburg, Russia
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13
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Cuellar C, Lehto L, Islam R, Mangia S, Michaeli S, Lavrov I. Selective Activation of the Spinal Cord with Epidural Electrical Stimulation. Brain Sci 2024; 14:650. [PMID: 39061391 PMCID: PMC11274919 DOI: 10.3390/brainsci14070650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 06/22/2024] [Accepted: 06/25/2024] [Indexed: 07/28/2024] Open
Abstract
Spinal cord epidural electrical stimulation (EES) has been successfully employed to treat chronic pain and to restore lost functions after spinal cord injury. Yet, the efficacy of this approach is largely challenged by the suboptimal spatial distribution of the electrode contacts across anatomical targets, limiting the spatial selectivity of stimulation. In this study, we exploited different ESS paradigms, designed as either Spatial-Selective Stimulation (SSES) or Orientation-Selective Epidural Stimulation (OSES), and compared them to Conventional Monopolar Epidural Stimulation (CMES). SSES, OSES, and CMES were delivered with a 3- or 4-contact electrode array. Amplitudes and latencies of the Spinally Evoked Motor Potentials (SEMPs) were evaluated with different EES modalities. The results demonstrate that the amplitudes of SEMPs in hindlimb muscles depend on the orientation of the electrical field and vary between stimulation modalities. These findings show that the electric field applied with SSES or OSES provides more selective control of amplitudes of the SEMPs as compared to CMES. We demonstrate that spinal cord epidural stimulation applied with SSES or OSES paradigms in the rodent model could be tailored to the functional spinal cord neuroanatomy and can be tuned to specific target fibers and their orientation, optimizing the effect of neuromodulation.
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Affiliation(s)
- Carlos Cuellar
- School of Sport Sciences, Universidad Anáhuac México, Huixquilucan 52786, Mexico;
| | - Lauri Lehto
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Riaz Islam
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Silvia Mangia
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Shalom Michaeli
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Igor Lavrov
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA;
- Laboratory of Neuromodulation, Institute of Fundamental Medicine and Biology, Kazan Federal University, 420008 Kazan, Russia
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
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14
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Angeli C, Rejc E, Boakye M, Herrity A, Mesbah S, Hubscher C, Forrest G, Harkema S. Targeted Selection of Stimulation Parameters for Restoration of Motor and Autonomic Function in Individuals With Spinal Cord Injury. Neuromodulation 2024; 27:645-660. [PMID: 37140522 PMCID: PMC10624649 DOI: 10.1016/j.neurom.2023.03.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/24/2023] [Accepted: 03/29/2023] [Indexed: 05/05/2023]
Abstract
STUDY DESIGN This is a report of methods and tools for selection of task and individual configurations targeted for voluntary movement, standing, stepping, blood pressure stabilization, and facilitation of bladder storage and emptying using tonic-interleaved excitation of the lumbosacral spinal cord. OBJECTIVES This study aimed to present strategies used for selection of stimulation parameters for various motor and autonomic functions. CONCLUSIONS Tonic-interleaved functionally focused neuromodulation targets a myriad of consequences from spinal cord injury with surgical implantation of the epidural electrode at a single location. This approach indicates the sophistication of the human spinal cord circuitry and its important role in the regulation of motor and autonomic functions in humans.
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Affiliation(s)
- Claudia Angeli
- Department of Bioengineering, University of Louisville, Louisville, KY, USA; Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA.
| | - Enrico Rejc
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
| | - April Herrity
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA; Department of Physiology, University of Louisville, Louisville, KY, USA
| | - Samineh Mesbah
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA
| | - Charles Hubscher
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, KY, USA
| | - Gail Forrest
- Human Performance and Engineering Research, Kessler Foundation, West Orange, NJ, USA; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Center, University of Louisville, Louisville, KY, USA; Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY, USA; Department of Neurological Surgery, University of Louisville, Louisville, KY, USA
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15
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Shimizu Y, Ntege EH, Takahara E, Matsuura N, Matsuura R, Kamizato K, Inoue Y, Sowa Y, Sunami H. Adipose-derived stem cell therapy for spinal cord injuries: Advances, challenges, and future directions. Regen Ther 2024; 26:508-519. [PMID: 39161365 PMCID: PMC11331855 DOI: 10.1016/j.reth.2024.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 07/18/2024] [Indexed: 08/21/2024] Open
Abstract
Spinal cord injury (SCI) has limited treatment options for regaining function. Adipose-derived stem cells (ADSCs) show promise owing to their ability to differentiate into multiple cell types, promote nerve cell survival, and modulate inflammation. This review explores ADSC therapy for SCI, focusing on its potential for improving function, preclinical and early clinical trial progress, challenges, and future directions. Preclinical studies have demonstrated ADSC transplantation's effectiveness in promoting functional recovery, reducing cavity formation, and enhancing nerve regrowth and myelin repair. To improve ADSC efficacy, strategies including genetic modification and combination with rehabilitation are being explored. Early clinical trials have shown safety and feasibility, with some suggesting motor and sensory function improvements. Challenges remain for clinical translation, including optimizing cell survival and delivery, determining dosing, addressing tumor formation risks, and establishing standardized protocols. Future research should focus on overcoming these challenges and exploring the potential for combining ADSC therapy with other treatments, including rehabilitation and medication.
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Affiliation(s)
- Yusuke Shimizu
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Edward Hosea Ntege
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Eisaku Takahara
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Naoki Matsuura
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Rikako Matsuura
- Department of Plastic and Reconstructive Surgery, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Kota Kamizato
- Department of Anesthesiology, Graduate School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
| | - Yoshikazu Inoue
- Department of Plastic and Reconstructive Surgery, School of Medicine, Fujita Health University, 1-98, Dengakugakubo, Kutsukake, Toyoake, Aichi, 470-1192, Japan
| | - Yoshihiro Sowa
- Department of Plastic Surgery, Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, 329-0498, Tochigi, Japan
| | - Hiroshi Sunami
- Center for Advanced Medical Research, School of Medicine, University of the Ryukyus, 207 Uehara, Nishihara, Nakagami, Okinawa, 903-0215, Japan
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16
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Hoover C, Schuerger W, Balser D, McCracken P, Murray TA, Morse L, Parr A, Samadani U, Netoff TI, Darrow DP. Neuromodulation Through Spinal Cord Stimulation Restores Ability to Voluntarily Cycle After Motor Complete Paraplegia. J Neurotrauma 2024; 41:1163-1171. [PMID: 36719784 DOI: 10.1089/neu.2022.0322] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Abstract Epidural spinal cord stimulation (eSCS) of the lower thoracic spinal cord has been shown to partially restore volitional movement in patients with complete chronic spinal cord injury (cSCI). Combining eSCS with intensive locomotor training improves motor function, including standing and stepping, but many patients with cSCI suffer from long-standing muscle atrophy and loss of bone mineral density, which may prohibit safe implementation. Safe, accessible, and effective avenues for pairing neuromodulation with activity-based therapy remain unexplored. Cycling is one such option that can be utilized as an eSCS therapy given its low-risk and low-weight-bearing requirement. We investigated the feasibility and kinematics of motor-assisted and passive cycle-based therapy for cSCI patients with epidural spinal cord stimulation. Seven participants who underwent spinal cord stimulation surgery in the Epidural Stimulation After Neurologic Damage (E-STAND) trial (NCT03026816) participated in a cycling task using the motor assist MOTOmed Muvi 300. A factorial design was used such that participants were asked to cycle with and without conscious effort with and without stimulation. We used mixed effects models assessing maximum power output and time pedaling unassisted to evaluate the interaction between stimulation and conscious effort. Cycling was well-tolerated and we observed no adverse events, including in participants up to 17 years post-initial injury and up to 58 years old. All participants were found to be able to pedal without motor assist, which primarily occurred when stimulation and effort were applied together (p = 0.001). Additionally, the combination of stimulation and intention was significantly associated with higher maximum power production (p < 0.0001) and distance pedaled (p = 0.0001). No association was found between volitional movement and participant factors: age, time since injury, and spinal cord atrophy. With stimulation and conscious effort, all participants were able to achieve active cycling without motor assistance. Thus, our stationary cycling factorial study design demonstrated volitional movement restoration with eSCS in a diverse study population of cSCI participants. Further, motor-assist cycling was well-tolerated without any adverse events. Cycling has the potential to be a safe research assessment and physical therapy modality for cSCI patients utilizing eSCS who have a high risk of injury with weight bearing exercise. The cycling modality in this study was demonstrated to be a straightforward assessment of motor function and safe for all participants regardless of age or time since initial injury.
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Affiliation(s)
- Caleb Hoover
- University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
| | - Willis Schuerger
- University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
| | - David Balser
- Department of Physical Medicine and Rehabilitation, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Patricia McCracken
- Department of Physical Medicine and Rehabilitation, Veteran Affairs, Minneapolis, Minnesota, USA
| | - Thomas A Murray
- Department of Biostatistics, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Leslie Morse
- Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ann Parr
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Uzma Samadani
- Department of Neurosurgery, Minneapolis VA Health Care System, Minneapolis, Minnesota, USA
| | - Theoden I Netoff
- Department of Biomedical Engineering, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | - David P Darrow
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
- Department of Surgery, Hennepin County Medical Center, Minneapolis, Minnesota, USA
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17
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Kanakis AK, Benetos IS, Evangelopoulos DS, Vlamis J, Vasiliadis ES, Kotroni A, Pneumaticos SG. Electrical Stimulation and Motor Function Rehabilitation in Spinal Cord Injury: A Systematic Review. Cureus 2024; 16:e61436. [PMID: 38947571 PMCID: PMC11214755 DOI: 10.7759/cureus.61436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2024] [Indexed: 07/02/2024] Open
Abstract
Spinal cord injury (SCI) often leads to devastating motor impairments, significantly affecting the quality of life of affected individuals. Over the last decades, spinal cord electrical stimulation seems to have encouraging effects on the motor recovery of impacted patients. This review aimed to identify clinical trials focused on motor function recovery through the application of epidural electrical stimulation, transcutaneous electrical stimulation, and functional electrical stimulation. Several clinical trials met these criteria, focusing on the impact of the aforementioned interventions on walking, standing, swimming, trunk stability, and upper extremity functionality, particularly grasp. After a thorough PubMed online database research, 37 clinical trials were included in this review, with a total of 192 patients. Many of them appeared to have an improvement in function, either clinically assessed or recorded through electromyography. This review outlines the various ways electrical stimulation techniques can aid in the motor recovery of SCI patients. It stresses the ongoing need for medical research to refine these techniques and ultimately enhance rehabilitation results in clinical settings.
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Affiliation(s)
- Asterios K Kanakis
- Department of Physical Medicine and Rehabilitation, KAT Hospital, Athens, GRC
| | - Ioannis S Benetos
- 3rd Department of Orthopaedic Surgery, National and Kapodistrian University of Athens (NKUA) KAT Hospital, Athens, GRC
| | | | - John Vlamis
- 3rd Department of Orthopaedic Surgery, National and Kapodistrian University of Athens (NKUA) KAT Hospital, Athens, GRC
| | - Elias S Vasiliadis
- 3rd Department of Orthopaedic Surgery, National and Kapodistrian University of Athens (NKUA) KAT Hospital, Athens, GRC
| | - Aikaterini Kotroni
- Department of Physical Medicine and Rehabilitation, KAT Hospital, Athens, GRC
| | - Spyros G Pneumaticos
- 3rd Department of Orthopaedic Surgery, National and Kapodistrian University of Athens (NKUA) KAT Hospital, Athens, GRC
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Bonomo R, Bonomo G, Rubiu E, Iess G, Cammarata G, Innocenti N, Restelli F, Falco J, Porto E, Amato A, Zekaj E, Levi V. Integrative approaches in spinal cord stimulation: Neuropathic pain management and motor recovery in spinal cord injury. A narrative review. BRAIN & SPINE 2024; 4:102781. [PMID: 38601775 PMCID: PMC11004705 DOI: 10.1016/j.bas.2024.102781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/08/2024] [Accepted: 03/01/2024] [Indexed: 04/12/2024]
Abstract
Introduction Spinal cord stimulation is a widespread treatment of chronic neuropathic pain from different conditions. Several novel and improving technologies have been recently developed to increase the effect of neuromodulation in patients refractory to pharmacological therapy. Research question To explore spinal cord stimulation's mechanisms of action, indications, and management. Material and methods The paper initially explores the mechanism of action of this procedure based on the generation of an electric field between electrodes placed on the posterior dural surface of the spinal cord probably interfering with the transmission of pain stimuli to the brain. Subsequently, the most consolidated criteria for selecting patients for surgery, which constitute a major issue of debate, were defined. Thereafter, the fundamental patterns of stimulation were summarized by exploring the advantages and side effects. Lastly, the most common side effects and the related management were discussed. Results Proper selection of the patient is of paramount importance to achieve the best results from this specific neuromodulation treatment. Regarding the different types of stimulation patterns, no definite evidence-based guidelines exist on the most appropriate approach in relation to the specific type of neuropathic pain. Both burst stimulation and high-frequency stimulation are innovative techniques that reduce the risk of paresthesias compared with conventional stimulation. Discussion and conclusion Novel protocols of stimulation (burst stimulation and high frequency stimulation) may improve the trade-off between therapeutic benefits and potential side effects. Likewise, decreasing the rates of hardware-related complications will be also useful to increase the application of neuromodulation in clinical settings.
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Affiliation(s)
- Roberta Bonomo
- Department of Neurology, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
- School of Medicine and Surgery, Kore University of Enna, Enna, Italy
| | - Giulio Bonomo
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
- Department of Neurological Surgery, Policlinico “G. Rodolico-S. Marco” University Hospital, Catania, Italy
| | - Emanuele Rubiu
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Guglielmo Iess
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Giacomo Cammarata
- Department of Neurological Surgery, Policlinico “G. Rodolico-S. Marco” University Hospital, Catania, Italy
| | - Niccolò Innocenti
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Francesco Restelli
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Jacopo Falco
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Edoardo Porto
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Alessia Amato
- Department of Child Neuropsychiatry, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
| | - Edvin Zekaj
- Department of Neurosurgery, IRCCS Istituto Ortopedico Galeazzi, Milan, Italy
| | - Vincenzo Levi
- Functional Neurosurgery Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
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19
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Jagrit V, Koffler J, Dulin JN. Combinatorial strategies for cell transplantation in traumatic spinal cord injury. Front Neurosci 2024; 18:1349446. [PMID: 38510468 PMCID: PMC10951004 DOI: 10.3389/fnins.2024.1349446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/20/2024] [Indexed: 03/22/2024] Open
Abstract
Spinal cord injury (SCI) substantially reduces the quality of life of affected individuals. Recovery of function is therefore a primary concern of the patient population and a primary goal for therapeutic interventions. Currently, even with growing numbers of clinical trials, there are still no effective treatments that can improve neurological outcomes after SCI. A large body of work has demonstrated that transplantation of neural stem/progenitor cells (NSPCs) can promote regeneration of the injured spinal cord by providing new neurons that can integrate into injured host neural circuitry. Despite these promising findings, the degree of functional recovery observed after NSPC transplantation remains modest. It is evident that treatment of such a complex injury cannot be addressed with a single therapeutic approach. In this mini-review, we discuss combinatorial strategies that can be used along with NSPC transplantation to promote spinal cord regeneration. We begin by introducing bioengineering and neuromodulatory approaches, and highlight promising work using these strategies in integration with NSPCs transplantation. The future of NSPC transplantation will likely include a multi-factorial approach, combining stem cells with biomaterials and/or neuromodulation as a promising treatment for SCI.
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Affiliation(s)
- Vipin Jagrit
- Department of Biology, Texas A&M University, College Station, TX, United States
| | - Jacob Koffler
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, United States
- Veterans Affairs Medical Center, San Diego, CA, United States
| | - Jennifer N. Dulin
- Department of Biology, Texas A&M University, College Station, TX, United States
- Texas A&M Institute for Neuroscience, Texas A&M University, College Station, TX, United States
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20
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Chalif JI, Chavarro VS, Mensah E, Johnston B, Fields DP, Chalif EJ, Chiang M, Sutton O, Yong R, Trumbower R, Lu Y. Epidural Spinal Cord Stimulation for Spinal Cord Injury in Humans: A Systematic Review. J Clin Med 2024; 13:1090. [PMID: 38398403 PMCID: PMC10889415 DOI: 10.3390/jcm13041090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 02/09/2024] [Accepted: 02/12/2024] [Indexed: 02/25/2024] Open
Abstract
(1) Background: Spinal cord injury (SCI) represents a major health challenge, often leading to significant and permanent sensorimotor and autonomic dysfunctions. This study reviews the evolving role of epidural spinal cord stimulation (eSCS) in treating chronic SCI, focusing on its efficacy and safety. The objective was to analyze how eSCS contributes to the recovery of neurological functions in SCI patients. (2) Methods: We utilized the PRISMA guidelines and performed a comprehensive search across MEDLINE/PubMed, Embase, Web of Science, and IEEE Xplore databases up until September 2023. We identified studies relevant to eSCS in SCI and extracted assessments of locomotor, cardiovascular, pulmonary, and genitourinary functions. (3) Results: A total of 64 studies encompassing 306 patients were identified. Studies investigated various stimulation devices, parameters, and rehabilitation methods. Results indicated significant improvements in motor function: 44% of patients achieved assisted or independent stepping or standing; 87% showed enhanced muscle activity; 65% experienced faster walking speeds; and 80% improved in overground walking. Additionally, eSCS led to better autonomic function, evidenced by improvements in bladder and sexual functions, airway pressures, and bowel movements. Notable adverse effects included device migration, infections, and post-implant autonomic dysreflexia, although these were infrequent. (4) Conclusion: Epidural spinal cord stimulation is emerging as an effective and generally safe treatment for chronic SCI, particularly when combined with intensive physical rehabilitation. Future research on standardized stimulation parameters and well-defined therapy regimens will optimize benefits for specific patient populations.
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Affiliation(s)
- J. I. Chalif
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA 02115, USA; (J.I.C.); (V.S.C.); (B.J.)
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
| | - V. S. Chavarro
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA 02115, USA; (J.I.C.); (V.S.C.); (B.J.)
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
- Department of Physical Medicine and Rehabilitation, Spaulding Hospital Cambridge, Cambridge, MA 02115, USA
| | - E. Mensah
- Chan School of Public Health, Harvard University, Boston, MA 02115, USA;
| | - B. Johnston
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA 02115, USA; (J.I.C.); (V.S.C.); (B.J.)
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
| | - D. P. Fields
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15261, USA;
| | - E. J. Chalif
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA 02115, USA; (J.I.C.); (V.S.C.); (B.J.)
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
| | - M. Chiang
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
- Department of Physical Medicine and Rehabilitation, Spaulding Hospital Cambridge, Cambridge, MA 02115, USA
- Department of Anesthesiology Perioperative and Pain Management, Brigham and Women’s Hospital, Boston, MA 02115, USA;
| | - O. Sutton
- Department of Anesthesiology Perioperative and Pain Management, Brigham and Women’s Hospital, Boston, MA 02115, USA;
| | - R. Yong
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
- Department of Anesthesiology Perioperative and Pain Management, Brigham and Women’s Hospital, Boston, MA 02115, USA;
| | - R. Trumbower
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
- Department of Physical Medicine and Rehabilitation, Spaulding Hospital Cambridge, Cambridge, MA 02115, USA
| | - Y. Lu
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA 02115, USA; (J.I.C.); (V.S.C.); (B.J.)
- Harvard Medical School, Boston, MA 02115, USA; (M.C.); (R.Y.); (R.T.)
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21
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Mukhametova E, Militskova A, Biktimirov A, Kharin N, Semenova E, Sachenkov O, Baltina T, Lavrov I. Consecutive Transcutaneous and Epidural Spinal Cord Neuromodulation to Modify Clinical Complete Paralysis-the Proof of Concept. Mayo Clin Proc Innov Qual Outcomes 2024; 8:1-16. [PMID: 38186923 PMCID: PMC10770429 DOI: 10.1016/j.mayocpiqo.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2024] Open
Abstract
Objective To evaluate the effect of transcutaneous (tSCS) and epidural electrical spinal cord stimulation (EES) in facilitating volitional movements, balance, and nonmotor functions, in this observational study, tSCS and EES were consecutively tested in 2 participants with motor complete spinal cord injury (SCI). Participants and Methods Two participants (a 48-year-old woman and a 28-year-old man), both classified as motor complete spinal injury, were enrolled in the study. Both participants went through a unified protocol, such as an initial electrophysiological assessment of neural connectivity, consecutive tSCS and EES combined with 8 wks of motor training with electromyography (EMG) and kinematic evaluation. The study was conducted from May 1, 2019, to December 31, 2021. Results In both participants, tSCS reported a minimal improvement in voluntary movements still essential to start tSCS-enabled rehabilitation. Compared with tSCS, following EES showed immediate improvement in voluntary movements, whereas tSCS was more effective in improving balance and posture. Continuous improvement in nonmotor functions was found during tSCS-enabled and then during EES-enabled motor training. Conclusion Results report a significant difference in the effect of tSCS and EES on the recovery of neurologic functions and support consecutive tSCS and EES applications as a potential therapy for SCI. The proposed approach may help in selecting patients with SCI responsive to neuromodulation. It would also help initiate neuromodulation and rehabilitation therapy early, particularly for motor complete SCI with minimal effect from conventional rehabilitation.
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Affiliation(s)
- Elvira Mukhametova
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
- Laboratory of Movement Physiology, Federal State Institution of Science Institute of Physiology, IP Pavlov, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Alena Militskova
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
- Laboratory of Movement Physiology, Federal State Institution of Science Institute of Physiology, IP Pavlov, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Artur Biktimirov
- Center of Neurotechnologies, Virtual, and Augmented Reality Technologies, Department of Neurosurgery, Far Eastern Federal University, Russia
| | - Nikita Kharin
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Elena Semenova
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Oskar Sachenkov
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Tatiana Baltina
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
| | - Igor Lavrov
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
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22
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Madarshahian S, Guerrero T, Aung PT, Gustafson K, Harrop JS, Johnson DR, Khantan M, Lee Y, Matias C, McCurdy M, Grampurohit N, Mulcahey M, Napoli A, Vaccaro A, Serruya M. Initial feasibility evaluation of the RISES system: An innovative and activity-based closed-loop framework for spinal cord injury rehabilitation and recovery. J Rehabil Assist Technol Eng 2024; 11:20556683241280242. [PMID: 39421013 PMCID: PMC11483808 DOI: 10.1177/20556683241280242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 08/15/2024] [Accepted: 08/19/2024] [Indexed: 10/19/2024] Open
Abstract
Background Electrical stimulation of the spinal cord may improve rewiring of the affected pathways. Immediate modulation of stimulation parameters, and its effects of it on kinematics and electromyographic variables is unclear. Methods This study piloted the safety and feasibility of the Reynolds Innovative Spinal Electrical Stimulation (RISES) technology with a focus on its novel closed-loop setting. This personalized, task-specific non-invasive stimulation system enables real-time stimulation parameter modulation and supports multi-data acquisition and storage. Four SCI participants underwent a clinical trial coupled with activity-based training. Primary safety outcome measures included adverse events (AEs) and skin integrity; secondary measures were vital signs, pain, and fatigue assessed at the pre, mid, and post-stimulation sessions. The trial included open-loop and closed-loop blocks of transcutaneous spinal cord stimulation (tSCS). Results Results showed no serious adverse events, with skin integrity unaffected. Vital signs and pain showed no significant differences across session timepoints. Fatigue levels differed significantly with post-session > mid-session > pre-session. Comparisons between open-loop and closed-loop blocks showed no significant differences in setup time, vital signs, pain, or fatigue. Average stimulation duration per task was significantly longer for open-loop (467.6 sec) than Closed-loop (410.8 sec). Conclusions RISES, demonstrated safety and feasibility. Further work will focus on clinical efficacy.
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Affiliation(s)
- Shirin Madarshahian
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Tatiana Guerrero
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Phyo Thuta Aung
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Kristin Gustafson
- Physical Medicine and Rehabilitation, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - James S. Harrop
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Dana R. Johnson
- Center for Outcomes and Measurement, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Mehdi Khantan
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
- Department of Electrical and Computer Engineering, Temple University, Philadelphia, PA, USA
| | - Yunsoo Lee
- Department of Orthopedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA, USA
| | - Caio Matias
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Michael McCurdy
- Department of Orthopedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA, USA
| | - Namrata Grampurohit
- Center for Outcomes and Measurement, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - MaryJane Mulcahey
- Center for Outcomes and Measurement, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Alessandro Napoli
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Alexander Vaccaro
- Department of Orthopedic Surgery, Rothman Orthopaedic Institute, Philadelphia, PA, USA
| | - Mijail Serruya
- Raphael Center for Neurorestoration, Thomas Jefferson University Hospital, Philadelphia, PA, USA
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23
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Mundra A, Varma Kalidindi K, Chhabra HS, Manghwani J. Spinal cord stimulation for spinal cord injury - Where do we stand? A narrative review. J Clin Orthop Trauma 2023; 43:102210. [PMID: 37663171 PMCID: PMC10470322 DOI: 10.1016/j.jcot.2023.102210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/14/2023] [Accepted: 06/29/2023] [Indexed: 09/05/2023] Open
Abstract
Recovery of function following a complete spinal cord injury (SCI) or an incomplete SCI where recovery has plateaued still eludes us despite extensive research. Epidural spinal cord stimulation (SCS) was initially used for managing neuropathic pain. It has subsequently demonstrated improvement in motor function in otherwise non-recovering chronic spinal cord injury in animal and human trials. The mechanisms of how it is precisely effective in doing so will need further research, which would help refine the technology for broader application. Transcutaneous spinal cord stimulation (TSCS) is also emerging as a modality to improve the functional outcome in SCI individuals, especially when coupled with appropriate rehabilitation. Apart from motor recovery, ESCS and TSCS have also shown improvement in autonomic, metabolic, genitourinary, and pulmonary function. Since the literature on this is still in its infancy, with no large-scale randomised trials and different studies using different protocols in a wide range of patients, a review of the present literature is imperative to better understand the latest developments in this field. This article examines the existing literature on the use of SCS for SCI individuals with the purpose of enabling functional recovery. It also examines the voids in the present research, thus providing future directions.
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Affiliation(s)
- Anuj Mundra
- Department of Spine and Rehabilitation, Sri Balaji Action Medical Institute, New Delhi, 110063, India
| | | | - Harvinder Singh Chhabra
- Department of Spine and Rehabilitation, Sri Balaji Action Medical Institute, New Delhi, 110063, India
| | - Jitesh Manghwani
- Indian Spinal Injuries Centre, Vasant Kunj, New Delhi, 110070, India
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24
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Evancho A, Tyler WJ, McGregor K. A review of combined neuromodulation and physical therapy interventions for enhanced neurorehabilitation. Front Hum Neurosci 2023; 17:1151218. [PMID: 37545593 PMCID: PMC10400781 DOI: 10.3389/fnhum.2023.1151218] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 06/30/2023] [Indexed: 08/08/2023] Open
Abstract
Rehabilitation approaches for individuals with neurologic conditions have increasingly shifted toward promoting neuroplasticity for enhanced recovery and restoration of function. This review focuses on exercise strategies and non-invasive neuromodulation techniques that target neuroplasticity, including transcranial magnetic stimulation (TMS), vagus nerve stimulation (VNS), and peripheral nerve stimulation (PNS). We have chosen to focus on non-invasive neuromodulation techniques due to their greater potential for integration into routine clinical practice. We explore and discuss the application of these interventional strategies in four neurological conditions that are frequently encountered in rehabilitation settings: Parkinson's Disease (PD), Traumatic Brain Injury (TBI), stroke, and Spinal Cord Injury (SCI). Additionally, we discuss the potential benefits of combining non-invasive neuromodulation with rehabilitation, which has shown promise in accelerating recovery. Our review identifies studies that demonstrate enhanced recovery through combined exercise and non-invasive neuromodulation in the selected patient populations. We primarily focus on the motor aspects of rehabilitation, but also briefly address non-motor impacts of these conditions. Additionally, we identify the gaps in current literature and barriers to implementation of combined approaches into clinical practice. We highlight areas needing further research and suggest avenues for future investigation, aiming to enhance the personalization of the unique neuroplastic responses associated with each condition. This review serves as a resource for rehabilitation professionals and researchers seeking a comprehensive understanding of neuroplastic exercise interventions and non-invasive neuromodulation techniques tailored for specific diseases and diagnoses.
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Affiliation(s)
- Alexandra Evancho
- Department of Physical Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, United States
| | - William J. Tyler
- Department of Biomedical Engineering, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Department of Physical Medicine and Rehabilitation, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Keith McGregor
- Department of Clinical and Diagnostic Studies, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, United States
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25
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Calvert JS, Darie R, Parker SR, Shaaya E, Syed S, McLaughlin BL, Fridley JS, Borton DA. Spatiotemporal Distribution of Electrically Evoked Spinal Compound Action Potentials During Spinal Cord Stimulation. Neuromodulation 2023; 26:961-974. [PMID: 35551869 PMCID: PMC9643656 DOI: 10.1016/j.neurom.2022.03.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/07/2022] [Accepted: 03/23/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVES Recent studies using epidural spinal cord stimulation (SCS) have demonstrated restoration of motor function in individuals previously diagnosed with chronic spinal cord injury (SCI). In parallel, the spinal evoked compound action potentials (ECAPs) induced by SCS have been used to gain insight into the mechanisms of SCS-based chronic pain therapy and to titrate closed-loop delivery of stimulation. However, the previous characterization of ECAPs recorded during SCS was performed with one-dimensional, cylindrical electrode leads. Herein, we describe the unique spatiotemporal distribution of ECAPs induced by SCS across the medial-lateral and rostral-caudal axes of the spinal cord, and their relationship to polysynaptic lower-extremity motor activation. MATERIALS AND METHODS In each of four sheep, two 24-contact epidural SCS arrays were placed on the lumbosacral spinal cord, spanning the L3 to L6 vertebrae. Spinal ECAPs were recorded during SCS from nonstimulating contacts of the epidural arrays, which were synchronized to bilateral electromyography (EMG) recordings from six back and lower-extremity muscles. RESULTS We observed a triphasic P1, N1, P2 peak morphology and propagation in the ECAPs during midline and lateral stimulation. Distinct regions of lateral stimulation resulted in simultaneously increased ECAP and EMG responses compared with stimulation at adjacent lateral contacts. Although EMG responses decreased during repetitive stimulation bursts, spinal ECAP amplitude did not significantly change. Both spinal ECAP responses and EMG responses demonstrated preferential ipsilateral recruitment during lateral stimulation compared with midline stimulation. Furthermore, EMG responses were correlated with stimulation that resulted in increased ECAP amplitude on the ipsilateral side of the electrode array. CONCLUSIONS These results suggest that ECAPs can be used to investigate the effects of SCS on spinal sensorimotor networks and to inform stimulation strategies that optimize the clinical benefit of SCS in the context of managing chronic pain and the restoration of sensorimotor function after SCI.
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Affiliation(s)
- Jonathan S Calvert
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, RI, USA
| | - Radu Darie
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, RI, USA
| | - Samuel R Parker
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, RI, USA
| | - Elias Shaaya
- Department of Neurosurgery, Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Sohail Syed
- Department of Neurosurgery, Brown University and Rhode Island Hospital, Providence, RI, USA
| | | | - Jared S Fridley
- Department of Neurosurgery, Brown University and Rhode Island Hospital, Providence, RI, USA
| | - David A Borton
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, RI, USA; Department of Veterans Affairs, Center for Neurorestoration and Neurotechnology, Providence, RI, USA; Carney Institute for Brain Science, Brown University, Providence, RI, USA.
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26
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Thorogood NP, Waheed Z, Chernesky J, Burkhart I, Smith J, Sweeney S, Wudlick R, Douglas S, Wang D, Noonan VK. Spinal Cord Injury Community Personal Opinions and Perspectives on Spinal Cord Stimulation. Top Spinal Cord Inj Rehabil 2023; 29:1-11. [PMID: 37235197 PMCID: PMC10208255 DOI: 10.46292/sci22-00057] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Background Spinal cord stimulation (SCS) clinical trials are evaluating its efficacy and safety for motor, sensory, and autonomic recovery following spinal cord injury (SCI). The perspectives of people living with SCI are not well known and can inform the planning, delivery, and translation of SCS. Objectives To obtain input from people living with SCI on the top priorities for recovery, expected meaningful benefits, risk tolerance, clinical trial design, and overall interest in SCS. Methods Data were collected anonymously from an online survey between February and May 2020. Results A total of 223 respondents living with SCI completed the survey. The majority of respondents identified their gender as male (64%), were 10+ years post SCI (63%), and had a mean age of 50.8 years. Most individuals had a traumatic SCI (81%), and 45% classified themselves as having tetraplegia. Priorities for improved outcome for those with complete or incomplete tetraplegia included fine motor skills and upper body function, whereas priorities for complete or incomplete paraplegia included standing and walking, and bowel function. The meaningful benefits that are important to achieve are bowel and bladder care, less reliance on caregivers, and maintaining physical health. Perceived potential risks include further loss of function, neuropathic pain, and complications. Barriers to participation in clinical trials include inability to relocate, out-of-pocket expenses, and awareness of therapy. Respondents were more interested in transcutaneous SCS than epidural SCS (80% and 61%, respectively). Conclusion SCS clinical trial design, participant recruitment, and translation of the technology can be improved by better reflecting the priorities and preferences of those living with SCI identified from this study.
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Affiliation(s)
| | - Zeina Waheed
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada
| | - John Chernesky
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada
| | - Ian Burkhart
- North American Spinal Cord Injury Consortium, Niagara Falls, New York
| | - Judith Smith
- North American Spinal Cord Injury Consortium, Niagara Falls, New York
| | - Shannon Sweeney
- North American Spinal Cord Injury Consortium, Niagara Falls, New York
| | - Rob Wudlick
- North American Spinal Cord Injury Consortium, Niagara Falls, New York
- Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Sam Douglas
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada
| | - Di Wang
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada
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Demchenko I, Desai N, Iwasa SN, Gholamali Nezhad F, Zariffa J, Kennedy SH, Rule NO, Cohn JF, Popovic MR, Mulsant BH, Bhat V. Manipulating facial musculature with functional electrical stimulation as an intervention for major depressive disorder: a focused search of literature for a proposal. J Neuroeng Rehabil 2023; 20:64. [PMID: 37193985 DOI: 10.1186/s12984-023-01187-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 05/02/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Major Depressive Disorder (MDD) is associated with interoceptive deficits expressed throughout the body, particularly the facial musculature. According to the facial feedback hypothesis, afferent feedback from the facial muscles suffices to alter the emotional experience. Thus, manipulating the facial muscles could provide a new "mind-body" intervention for MDD. This article provides a conceptual overview of functional electrical stimulation (FES), a novel neuromodulation-based treatment modality that can be potentially used in the treatment of disorders of disrupted brain connectivity, such as MDD. METHODS A focused literature search was performed for clinical studies of FES as a modulatory treatment for mood symptoms. The literature is reviewed in a narrative format, integrating theories of emotion, facial expression, and MDD. RESULTS A rich body of literature on FES supports the notion that peripheral muscle manipulation in patients with stroke or spinal cord injury may enhance central neuroplasticity, restoring lost sensorimotor function. These neuroplastic effects suggest that FES may be a promising innovative intervention for psychiatric disorders of disrupted brain connectivity, such as MDD. Recent pilot data on repetitive FES applied to the facial muscles in healthy participants and patients with MDD show early promise, suggesting that FES may attenuate the negative interoceptive bias associated with MDD by enhancing positive facial feedback. Neurobiologically, the amygdala and nodes of the emotion-to-motor transformation loop may serve as potential neural targets for facial FES in MDD, as they integrate proprioceptive and interoceptive inputs from muscles of facial expression and fine-tune their motor output in line with socio-emotional context. CONCLUSIONS Manipulating facial muscles may represent a mechanistically novel treatment strategy for MDD and other disorders of disrupted brain connectivity that is worthy of investigation in phase II/III trials.
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Affiliation(s)
- Ilya Demchenko
- Interventional Psychiatry Program, Mental Health and Addictions Service, St. Michael's Hospital - Unity Health Toronto, Toronto, ON, M5B 1M4, Canada
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - Naaz Desai
- Krembil Research Institute - University Health Network, Toronto, ON, M5T 0S8, Canada
- KITE, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, M5G 2A2, Canada
| | - Stephanie N Iwasa
- KITE, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, M5G 2A2, Canada
- CRANIA, University Health Network, Toronto, ON, M5G 2C4, Canada
| | - Fatemeh Gholamali Nezhad
- Interventional Psychiatry Program, Mental Health and Addictions Service, St. Michael's Hospital - Unity Health Toronto, Toronto, ON, M5B 1M4, Canada
| | - José Zariffa
- KITE, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, M5G 2A2, Canada
- CRANIA, University Health Network, Toronto, ON, M5G 2C4, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5G 1V7, Canada
- Institute of Biomedical Engineering, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, M5S 3E2, Canada
- The Edward S. Rogers Sr. Department of Electrical & Computer Engineering, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada
| | - Sidney H Kennedy
- Interventional Psychiatry Program, Mental Health and Addictions Service, St. Michael's Hospital - Unity Health Toronto, Toronto, ON, M5B 1M4, Canada
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada
| | - Nicholas O Rule
- Department of Psychology, Faculty of Arts & Science , University of Toronto, Toronto, ON, M5S 3G3, Canada
| | - Jeffrey F Cohn
- Department of Psychology, Kenneth P. Dietrich School of Arts & Sciences, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Milos R Popovic
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada
- KITE, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, M5G 2A2, Canada
- CRANIA, University Health Network, Toronto, ON, M5G 2C4, Canada
- Institute of Biomedical Engineering, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, M5S 3E2, Canada
- The Edward S. Rogers Sr. Department of Electrical & Computer Engineering, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada
| | - Benoit H Mulsant
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, M6J 1H4, Canada
| | - Venkat Bhat
- Interventional Psychiatry Program, Mental Health and Addictions Service, St. Michael's Hospital - Unity Health Toronto, Toronto, ON, M5B 1M4, Canada.
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada.
- Krembil Research Institute - University Health Network, Toronto, ON, M5T 0S8, Canada.
- KITE, Toronto Rehabilitation Institute - University Health Network, Toronto, ON, M5G 2A2, Canada.
- CRANIA, University Health Network, Toronto, ON, M5G 2C4, Canada.
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5T 1R8, Canada.
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Gorgey AS, Trainer R, Sutor TW, Goldsmith JA, Alazzam A, Goetz LL, Lester D, Lavis TD. A case study of percutaneous epidural stimulation to enable motor control in two men after spinal cord injury. Nat Commun 2023; 14:2064. [PMID: 37045845 PMCID: PMC10091329 DOI: 10.1038/s41467-023-37845-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 03/31/2023] [Indexed: 04/14/2023] Open
Abstract
Two persons with chronic motor complete spinal cord injury (SCI) were implanted with percutaneous spinal cord epidural stimulation (SCES) leads to enable motor control below the injury level (NCT04782947). Through a period of temporary followed by permanent SCES implantation, spinal mapping was conducted primarily to optimize configurations enabling volitional control of movement and training of standing and stepping as a secondary outcome. In both participants, SCES enabled voluntary increased muscle activation and movement below the injury and decreased assistance during exoskeleton-assisted walking. After permanent implantation, both participants voluntarily modulated induced torques but not always in the intended directions. In one participant, percutaneous SCES enabled motor control below the injury one-day following temporary implantation as confirmed by electromyography. The same participant achieved independent standing with minimal upper extremity self-balance assistance, independent stepping in parallel bars and overground ambulation with a walker. SCES via percutaneous leads holds promise for enhancing rehabilitation and enabling motor functions for people with SCI.
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Affiliation(s)
- Ashraf S Gorgey
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA.
- Virginia Commonwealth University, Department of Physical Medicine & Rehabilitation, Richmond, VA, 23298, USA.
| | - Robert Trainer
- Physical Medicine and Rehabilitation, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Tommy W Sutor
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Jacob A Goldsmith
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Ahmed Alazzam
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Lance L Goetz
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
- Virginia Commonwealth University, Department of Physical Medicine & Rehabilitation, Richmond, VA, 23298, USA
| | - Denise Lester
- Physical Medicine and Rehabilitation, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Timothy D Lavis
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
- Virginia Commonwealth University, Department of Physical Medicine & Rehabilitation, Richmond, VA, 23298, USA
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Verma N, Romanauski B, Lam D, Lujan L, Blanz S, Ludwig K, Lempka S, Shoffstall A, Knudson B, Nishiyama Y, Hao J, Park HJ, Ross E, Lavrov I, Zhang M. Characterization and applications of evoked responses during epidural electrical stimulation. Bioelectron Med 2023; 9:5. [PMID: 36855060 PMCID: PMC9976490 DOI: 10.1186/s42234-023-00106-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 02/08/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Epidural electrical stimulation (EES) of the spinal cord has been FDA approved and used therapeutically for decades. However, there is still not a clear understanding of the local neural substrates and consequently the mechanism of action responsible for the therapeutic effects. METHOD Epidural spinal recordings (ESR) are collected from the electrodes placed in the epidural space. ESR contains multi-modality signal components such as the evoked neural response (due to tonic or BurstDR™ waveforms), evoked muscle response, stimulation artifact, and cardiac response. The tonic stimulation evoked compound action potential (ECAP) is one of the components in ESR and has been proposed recently to measure the accumulative local potentials from large populations of neuronal fibers during EES. RESULT Here, we first review and investigate the referencing strategies, as they apply to ECAP component in ESR in the domestic swine animal model. We then examine how ECAP component can be used to sense lead migration, an adverse outcome following lead placement that can reduce therapeutic efficacy. Lastly, we show and isolate concurrent activation of local back and leg muscles during EES, demonstrating that the ESR obtained from the recording contacts contain both ECAP and EMG components. CONCLUSION These findings may further guide the implementation of recording and reference contacts in an implantable EES system and provide preliminary evidence for the utility of ECAP component in ESR to detect lead migration. We expect these results to facilitate future development of EES methodology and implementation of use of different components in ESR to improve EES therapy.
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Affiliation(s)
- Nishant Verma
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Ben Romanauski
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Danny Lam
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Luis Lujan
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - Stephan Blanz
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Kip Ludwig
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Scott Lempka
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- APT Center, Louis Stokes Cleveland VA Medical Center, OH, Cleveland, USA
- Department of Biomedical Engineering, Department of Anesthesiology, Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Andrew Shoffstall
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- APT Center, Louis Stokes Cleveland VA Medical Center, OH, Cleveland, USA
| | - Bruce Knudson
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Yuichiro Nishiyama
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA
| | - Jian Hao
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA
| | - Hyun-Joo Park
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Erika Ross
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Igor Lavrov
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA.
| | - Mingming Zhang
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA.
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García-Alén L, Kumru H, Castillo-Escario Y, Benito-Penalva J, Medina-Casanovas J, Gerasimenko YP, Edgerton VR, García-Alías G, Vidal J. Transcutaneous Cervical Spinal Cord Stimulation Combined with Robotic Exoskeleton Rehabilitation for the Upper Limbs in Subjects with Cervical SCI: Clinical Trial. Biomedicines 2023; 11:589. [PMID: 36831125 PMCID: PMC9953486 DOI: 10.3390/biomedicines11020589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 02/06/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
(1) Background: Restoring arm and hand function is a priority for individuals with cervical spinal cord injury (cSCI) for independence and quality of life. Transcutaneous spinal cord stimulation (tSCS) promotes the upper extremity (UE) motor function when applied at the cervical region. The aim of the study was to determine the effects of cervical tSCS, combined with an exoskeleton, on motor strength and functionality of UE in subjects with cSCI. (2) Methods: twenty-two subjects participated in the randomized mix of parallel-group and crossover clinical trial, consisting of an intervention group (n = 15; tSCS exoskeleton) and a control group (n = 14; exoskeleton). The assessment was carried out at baseline, after the last session, and two weeks after the last session. We assessed graded redefined assessment of strength, sensibility, and prehension (GRASSP), box and block test (BBT), spinal cord independence measure III (SCIM-III), maximal voluntary contraction (MVC), ASIA impairment scale (AIS), and WhoQol-Bref; (3) Results: GRASSP, BBT, SCIM III, cylindrical grip force and AIS motor score showed significant improvement in both groups (p ≤ 0.05), however, it was significantly higher in the intervention group than the control group for GRASSP strength, and GRASSP prehension ability (p ≤ 0.05); (4) Conclusion: our findings show potential advantages of the combination of cervical tSCS with an exoskeleton to optimize the outcome for UE.
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Affiliation(s)
- Loreto García-Alén
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
| | - Hatice Kumru
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
- Fundació Institut d’Investigació en Ciéncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
| | - Yolanda Castillo-Escario
- Institute for Bioengineering of Catalonia, Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
- Department of Automatic Control, Universitat Politécnica de Catalunya-Barcelona Tech (UPC), 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, 28029 Madrid, Spain
| | - Jesús Benito-Penalva
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
- Fundació Institut d’Investigació en Ciéncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
| | - Josep Medina-Casanovas
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
- Fundació Institut d’Investigació en Ciéncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
| | - Yury P. Gerasimenko
- Pavlov Institute of Physiology, St. Petersburg 199034, Russia
- Department of Physiology and Biophysics, University of Louisville, Louisville, KY 40292, USA
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40292, USA
| | - Victor Reggie Edgerton
- Rancho Research Institute, Los Amigos National Rehabilitation Center, Downey, CA 90242, USA
| | - Guillermo García-Alías
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Departament de Biologia Cel·lular, Fisiologia i Immunologia & Insititute of Neuroscience, Universitat Autónoma de Barcelona, Bellaterra, 08193 Barcelona, Spain
| | - Joan Vidal
- Fundación Institut Guttmann, Institut Universitari de Neurorrehabilitació Adscrit a la UAB, 08916 Badalona, Spain
- Universitat Autónoma de Barcelona, 08193 Barcelona, Spain
- Fundació Institut d’Investigació en Ciéncies de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
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Neuromodulation with transcutaneous spinal stimulation reveals different groups of motor profiles during robot-guided stepping in humans with incomplete spinal cord injury. Exp Brain Res 2023; 241:365-382. [PMID: 36534141 PMCID: PMC10278039 DOI: 10.1007/s00221-022-06521-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/03/2022] [Indexed: 12/23/2022]
Abstract
Neuromodulation via spinal stimulation has been investigated for improving motor function and reducing spasticity after spinal cord injury (SCI) in humans. Despite the reported heterogeneity of outcomes, few investigations have attempted to discern commonalities among individual responses to neuromodulation, especially the impact of stimulation frequencies. Here, we examined how exposure to continuous lumbosacral transcutaneous spinal stimulation (TSS) across a range of frequencies affects robotic torques and EMG patterns during stepping in a robotic gait orthosis on a motorized treadmill. We studied nine chronic motor-incomplete SCI individuals (8/1 AIS-C/D, 8 men) during robot-guided stepping with body-weight support without and with TSS applied at random frequencies between 1 and up to 100 Hz at a constant, individually selected stimulation intensity below the common motor threshold for posterior root reflexes. The hip and knee robotic torques needed to maintain the predefined stepping trajectory and EMG in eight bilateral leg muscles were recorded. We calculated the standardized mean difference between the stimulation conditions grouped into frequency bins and the no stimulation condition to determine changes in the normalized torques and the average EMG envelopes. We found heterogeneous changes in robotic torques across individuals. Agglomerative clustering of robotic torques identified four groups wherein the patterns of changes differed in magnitude and direction depending mainly on the stimulation frequency and stance/swing phase. On one end of the spectrum, the changes in robotic torques were greater with increasing stimulation frequencies (four participants), which coincided with a decrease in EMG, mainly due to the reduction of clonogenic motor output in the lower leg muscles. On the other end, we found an inverted u-shape change in torque over the mid-frequency range along with an increase in EMG, reflecting the augmentation of gait-related physiological (two participants) or pathophysiological (one participant) output. We conclude that TSS during robot-guided stepping reveals different frequency-dependent motor profiles among individuals with chronic motor incomplete SCI. This suggests the need for a better understanding and characterization of motor control profiles in SCI when applying TSS as a therapeutic intervention for improving gait.
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Phipps AM, Thompson AK. Altered cutaneous reflexes to non-noxious stimuli in the triceps surae of people with chronic incomplete spinal cord injury. J Neurophysiol 2023; 129:513-523. [PMID: 36722742 PMCID: PMC9970649 DOI: 10.1152/jn.00266.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 01/26/2023] [Accepted: 01/27/2023] [Indexed: 02/02/2023] Open
Abstract
Following spinal cord injury (SCI) task-dependent modulation of spinal reflexes are often impaired. To gain insight into the state of the spinal interneuronal pathways following injury, we studied the amplitude modulation of triceps surae cutaneous reflexes to non-noxious stimuli during standing and early-to-mid stance phase of walking in participants with and without chronic incomplete SCI. Reflex eliciting nerve stimulation was delivered to the superficial peroneal, sural, and distal tibial nerves about the ankle. Reflexes were analyzed in the short (SLR, 50-80 ms post stimulation onset) and the medium (MLR, 80-120 ms) latency response windows. Further, the relation between cutaneous and H-reflexes was also examined during standing. In participants without injuries the soleus SLR was modulated task-dependently with nerve specificity, and the soleus and medial gastrocnemius MLRs were modulated task-dependently. In contrast, participants with SCI, no task-dependent or nerve-specific modulation of triceps cutaneous reflexes was observed. The triceps surae cutaneous and H-reflexes were not correlated in either group (r = 0.01-0.37). The presence of cutaneous reflexes but the absence of significant amplitude modulation may suggest impaired function of spinal interneuronal pathways in this population. The lack of correlation between the cutaneous and H-reflexes may suggest that interneurons that are involved in H-reflex modulation and cutaneous reflex modulation do not receive common input, or the impact of the common input is outweighed by other input. Present findings highlight the importance of examining multiple spinal reflexes to better understanding spinal interneuronal pathways that affect motor control in people after SCI.
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Affiliation(s)
- Alan M Phipps
- Department of Health Science and Research, College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, United States
| | - Aiko K Thompson
- Department of Health Science and Research, College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, United States
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Gupta A, Vardalakis N, Wagner FB. Neuroprosthetics: from sensorimotor to cognitive disorders. Commun Biol 2023; 6:14. [PMID: 36609559 PMCID: PMC9823108 DOI: 10.1038/s42003-022-04390-w] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023] Open
Abstract
Neuroprosthetics is a multidisciplinary field at the interface between neurosciences and biomedical engineering, which aims at replacing or modulating parts of the nervous system that get disrupted in neurological disorders or after injury. Although neuroprostheses have steadily evolved over the past 60 years in the field of sensory and motor disorders, their application to higher-order cognitive functions is still at a relatively preliminary stage. Nevertheless, a recent series of proof-of-concept studies suggest that electrical neuromodulation strategies might also be useful in alleviating some cognitive and memory deficits, in particular in the context of dementia. Here, we review the evolution of neuroprosthetics from sensorimotor to cognitive disorders, highlighting important common principles such as the need for neuroprosthetic systems that enable multisite bidirectional interactions with the nervous system.
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Affiliation(s)
- Ankur Gupta
- grid.462010.1Univ. Bordeaux, CNRS, IMN, UMR 5293, F-33000 Bordeaux, France
| | | | - Fabien B. Wagner
- grid.462010.1Univ. Bordeaux, CNRS, IMN, UMR 5293, F-33000 Bordeaux, France
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Lemos N, Fernandes GL, Ribeiro AM, Maia-Lemos PS, Contiero W, Croos-Bezerra V, Tomlison G, Faber J, Oliveira ASB, Girão MJBC. Rehabilitation of People With Chronic Spinal Cord Injury Using a Laparoscopically Implanted Neurostimulator: Impact on Mobility and Urinary, Anorectal, and Sexual Functions. Neuromodulation 2023; 26:233-245. [PMID: 35248460 DOI: 10.1016/j.neurom.2022.01.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 12/01/2021] [Accepted: 01/04/2022] [Indexed: 02/07/2023]
Abstract
OBJECTIVES This study aimed to assess the impact of the laparoscopic implantation of neuromodulation electrodes (Possover-LION procedure) on mobility and on sexual, urinary, and anorectal functions of people with chronic spinal cord injury (SCI). MATERIAL AND METHODS Longitudinal analysis of 30 patients with chronic SCI (21 ASIA impairment scale (AIS) A, eight AIS B, and one AIS C) submitted to the Possover-LION procedure for bilateral neuromodulation of femoral, sciatic, and pudendal nerves. Assessments were performed before the surgical procedure and at 3, 6, and 12 months postoperatively. The primary outcome was evolution in walking, measured by the Walking Index for Spinal Cord Injury score, preoperatively and at 12 months. Secondary outcomes were changes in overall mobility (Mobility Assessment Tool for Evaluation of Rehabilitation score), urinary function and quality of life (Qualiveen questionnaire), and bowel (time for bowel emptying proceedings and Wexner's Fecal Incontinence Severity Index [FISI]) and sexual functions (International Index of Erectile Function for men and Female Sexual Function Index for women). Surgical time, intraoperative bleeding, and perioperative complications were also recorded. RESULTS Qualitatively, 18 of 25 (72%) patients with thoracic injury and 3 of 5 (60%) patients with cervical injury managed to establish a walker-assisted gait at one-year follow-up (p < 0.0001). A total of 11 (47.8%) have improved in their urinary incontinence (p < 0.0001), and seven (30.4%) improved their enuresis (p = 0.0156). The FISI improved from a median of 9 points preoperatively to 5.5 at 12 months (p = 0.0056). Of note, 20 of 28 (71.4%) patients reported an improvement on genital sensitivity at 12 months postoperatively (p < 0.0001), but this was not reflected in sexual quality-of-life questionnaires. CONCLUSIONS Patients experienced improved mobility and genital sensitivity and a reduction in the number of urinary and fecal incontinence episodes. By demonstrating reproducible outcomes and safety, this study helps establish the Possover-LION procedure as an addition to the therapeutic armamentarium for the rehabilitation of patients with chronic SCI. CLINICAL TRIAL REGISTRATION This study was registered at the WHO Clinical Trials Database through the Brazilian Registry of Clinical Trials-REBEC (Universal Tracking Number: U1111-1261-4428).
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Affiliation(s)
- Nucelio Lemos
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Toronto, Toronto, Canada; Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil; Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil.
| | - Gustavo L Fernandes
- Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil; Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil; Department of Obstetrics and Gynecology, Santa Casa de São Paulo School of Medical Sciences, São Paulo, Brazil
| | - Augusta M Ribeiro
- Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil; Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil
| | - Priscila S Maia-Lemos
- Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil
| | - Wellington Contiero
- Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil; Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil
| | - Victor Croos-Bezerra
- Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil; Department of Gynecology and Neuropelveology, Increasing-Institute of Care and Rehabilitation in Neuropelveology and Gynecology, São Paulo, Brazil
| | - George Tomlison
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Canada
| | - Jean Faber
- Department of Neurology and Neurosurgery, Federal University of São Paulo, São Paulo, Brazil
| | - Acary S B Oliveira
- Department of Neurology and Neurosurgery, Federal University of São Paulo, São Paulo, Brazil
| | - Manoel J B C Girão
- Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil
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Shackleton C, Hodgkiss D, Samejima S, Miller T, Perez MA, Nightingale TE, Sachdeva R, Krassioukov AV. When the whole is greater than the sum of its parts: a scoping review of activity-based therapy paired with spinal cord stimulation following spinal cord injury. J Neurophysiol 2022; 128:1292-1306. [PMID: 36222423 DOI: 10.1152/jn.00367.2022] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 10/06/2022] [Indexed: 11/22/2022] Open
Abstract
Spinal cord injury (SCI) results in both motor and autonomic impairments, which can negatively affect independence and quality of life and increase morbidity and mortality. Despite emerging evidence supporting the benefits of activity-based training and spinal cord stimulation as two distinct interventions for sensorimotor and autonomic recovery, the combined effects of these modalities are currently uncertain. This scoping review evaluated the effectiveness of paired interventions (exercise + spinal neuromodulation) for improving sensorimotor and autonomic functions in individuals with SCI. Four electronic databases were searched for peer-reviewed manuscripts (Medline, Embase, CINAHL, and EI-compedex Engineering Village) and data were independently extracted by two reviewers using pre-established extraction tables. A total of 15 studies representing 79 participants were included in the review, of which 73% were conducted within the past 5 years. Only two of the studies were randomized controlled studies, while the other 13 studies were case or case-series designs. Compared with activity-based training alone, spinal cord stimulation combined with activity-based training improved walking and voluntary muscle activation, and augmented improvements in lower urinary tract, bowel, resting metabolic rate, peak oxygen consumption, and thermoregulatory function. Spinal neuromodulation in combination with use-dependent therapies may provide greater neurorecovery and induce long-term benefits for both motor and autonomic function beyond the capacity of traditional activity-based therapies. However, evidence for combinational approaches is limited and there is no consensus for outcome measures or optimal protocol parameters, including stimulation settings. Future large-scale randomized trials into paired interventions are warranted to further investigate these preliminary findings.
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Affiliation(s)
- Claire Shackleton
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Daniel Hodgkiss
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Soshi Samejima
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tiev Miller
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Monica A Perez
- Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
- Shirley Ryan Ability Laboratory, Chicago, Illinois
- Edward Hines Jr. VA Hospital, Chicago, Illinois
| | - Thomas E Nightingale
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
- Centre for Trauma Sciences Research, University of Birmingham, Birmingham, United Kingdom
| | - Rahul Sachdeva
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Andrei V Krassioukov
- International Collaboration on Repair Discoveries, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Spinal Cord Program, GF Strong Rehabilitation Centre, University of British Columbia, Vancouver, British Columbia, Canada
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Insausti-Delgado A, López-Larraz E, Nishimura Y, Ziemann U, Ramos-Murguialday A. Non-invasive brain-spine interface: Continuous control of trans-spinal magnetic stimulation using EEG. Front Bioeng Biotechnol 2022; 10:975037. [PMID: 36394044 PMCID: PMC9659618 DOI: 10.3389/fbioe.2022.975037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/23/2022] [Indexed: 08/22/2023] Open
Abstract
Brain-controlled neuromodulation has emerged as a promising tool to promote functional recovery in patients with motor disorders. Brain-machine interfaces exploit this neuromodulatory strategy and could be used for restoring voluntary control of lower limbs. In this work, we propose a non-invasive brain-spine interface (BSI) that processes electroencephalographic (EEG) activity to volitionally control trans-spinal magnetic stimulation (ts-MS), as an approach for lower-limb neurorehabilitation. This novel platform allows to contingently connect motor cortical activation during leg motor imagery with the activation of leg muscles via ts-MS. We tested this closed-loop system in 10 healthy participants using different stimulation conditions. This BSI efficiently removed stimulation artifacts from EEG regardless of ts-MS intensity used, allowing continuous monitoring of cortical activity and real-time closed-loop control of ts-MS. Our BSI induced afferent and efferent evoked responses, being this activation ts-MS intensity-dependent. We demonstrated the feasibility, safety and usability of this non-invasive BSI. The presented system represents a novel non-invasive means of brain-controlled neuromodulation and opens the door towards its integration as a therapeutic tool for lower-limb rehabilitation.
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Affiliation(s)
- Ainhoa Insausti-Delgado
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
- International Max Planck Research School (IMPRS) for Cognitive and Systems Neuroscience, Tübingen, Germany
- IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
- TECNALIA, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastián, Spain
| | - Eduardo López-Larraz
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
- Bitbrain, Zaragoza, Spain
| | - Yukio Nishimura
- Neural Prosthetics Project, Department of Brain and Neuroscience, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Ulf Ziemann
- Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany
- Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Ander Ramos-Murguialday
- Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany
- TECNALIA, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastián, Spain
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Oh J, Steele AG, Varghese B, Martin CA, Scheffler MS, Markley RL, Lo YK, Sayenko DG. Cervical transcutaneous spinal stimulation for spinal motor mapping. iScience 2022; 25:105037. [PMID: 36147963 PMCID: PMC9485062 DOI: 10.1016/j.isci.2022.105037] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 07/29/2022] [Accepted: 08/25/2022] [Indexed: 12/02/2022] Open
Abstract
Transcutaneous spinal stimulation (TSS) is a promising approach to restore upper-limb (UL) functions after spinal cord injury (SCI) in humans. We sought to demonstrate the selectivity of recruitment of individual UL motor pools during cervical TSS using different electrode placements. We demonstrated that TSS delivered over the rostrocaudal and mediolateral axes of the cervical spine resulted in a preferential activation of proximal, distal, and ipsilateral UL muscles. This was revealed by changes in motor threshold intensity, maximum amplitude, and the amount of post-activation depression of the evoked responses. We propose that an arrangement of electrodes targeting specific UL motor pools may result in superior efficacy, restoring more diverse motor activities after neurological injuries and disorders, including severe SCI.
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Affiliation(s)
- Jeonghoon Oh
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
| | - Alexander G. Steele
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
- Department of Electrical and Computer Engineering, University of Houston, N308 Engineering Bldg 1, 4726 Calhoun Rd., Houston, TX 77204, USA
| | - Blesson Varghese
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
| | - Catherine A. Martin
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
| | - Michelle S. Scheffler
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
| | - Rachel L. Markley
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
| | | | - Dimitry G. Sayenko
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, 6550 Fannin Street, Houston, TX 77030, USA
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Govindarajan LN, Calvert JS, Parker SR, Jung M, Darie R, Miranda P, Shaaya E, Borton DA, Serre T. Fast inference of spinal neuromodulation for motor control using amortized neural networks. J Neural Eng 2022; 19:10.1088/1741-2552/ac9646. [PMID: 36174534 PMCID: PMC9668352 DOI: 10.1088/1741-2552/ac9646] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 09/29/2022] [Indexed: 11/12/2022]
Abstract
Objective.Epidural electrical stimulation (EES) has emerged as an approach to restore motor function following spinal cord injury (SCI). However, identifying optimal EES parameters presents a significant challenge due to the complex and stochastic nature of muscle control and the combinatorial explosion of possible parameter configurations. Here, we describe a machine-learning approach that leverages modern deep neural networks to learn bidirectional mappings between the space of permissible EES parameters and target motor outputs.Approach.We collected data from four sheep implanted with two 24-contact EES electrode arrays on the lumbosacral spinal cord. Muscle activity was recorded from four bilateral hindlimb electromyography (EMG) sensors. We introduce a general learning framework to identify EES parameters capable of generating desired patterns of EMG activity. Specifically, we first amortize spinal sensorimotor computations in a forward neural network model that learns to predict motor outputs based on EES parameters. Then, we employ a second neural network as an inverse model, which reuses the amortized knowledge learned by the forward model to guide the selection of EES parameters.Main results.We found that neural networks can functionally approximate spinal sensorimotor computations by accurately predicting EMG outputs based on EES parameters. The generalization capability of the forward model critically benefited our inverse model. We successfully identified novel EES parameters, in under 20 min, capable of producing desired target EMG recruitment duringin vivotesting. Furthermore, we discovered potential functional redundancies within the spinal sensorimotor networks by identifying unique EES parameters that result in similar motor outcomes. Together, these results suggest that our framework is well-suited to probe spinal circuitry and control muscle recruitment in a completely data-driven manner.Significance.We successfully identify novel EES parameters within minutes, capable of producing desired EMG recruitment. Our approach is data-driven, subject-agnostic, automated, and orders of magnitude faster than manual approaches.
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Affiliation(s)
- Lakshmi Narasimhan Govindarajan
- Cognitive, Linguistic & Psychological Sciences, Brown University, Providence RI USA
- Carney Institute for Brain Science, Brown University, Providence RI USA
| | | | | | - Minju Jung
- Cognitive, Linguistic & Psychological Sciences, Brown University, Providence RI USA
- Carney Institute for Brain Science, Brown University, Providence RI USA
| | - Radu Darie
- School of Engineering, Brown University, Providence RI USA
| | | | - Elias Shaaya
- Department of Neurosurgery, Brown University and Rhode Island Hospital, Providence RI USA
| | - David A. Borton
- Carney Institute for Brain Science, Brown University, Providence RI USA
- School of Engineering, Brown University, Providence RI USA
- Center for Neurorestoration and Neurotechnology, Department of Veterans Affairs, Providence RI USA
| | - Thomas Serre
- Cognitive, Linguistic & Psychological Sciences, Brown University, Providence RI USA
- Carney Institute for Brain Science, Brown University, Providence RI USA
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Leemhuis E, Favieri F, Forte G, Pazzaglia M. Integrated Neuroregenerative Techniques for Plasticity of the Injured Spinal Cord. Biomedicines 2022; 10:biomedicines10102563. [PMID: 36289825 PMCID: PMC9599452 DOI: 10.3390/biomedicines10102563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/18/2022] [Accepted: 10/10/2022] [Indexed: 11/16/2022] Open
Abstract
On the slow path to improving the life expectancy and quality of life of patients post spinal cord injury (SCI), recovery remains controversial. The potential role of the regenerative capacity of the nervous system has led to numerous attempts to stimulate the SCI to re-establish the interrupted sensorimotor loop and to understand its potential in the recovery process. Numerous resources are now available, from pharmacological to biomolecular approaches and from neuromodulation to sensorimotor rehabilitation interventions based on the use of various neural interfaces, exoskeletons, and virtual reality applications. The integration of existing resources seems to be a promising field of research, especially from the perspective of improving living conditions in the short to medium term. Goals such as reducing chronic forms of neuropathic pain, regaining control over certain physiological activities, and enhancing residual abilities are often more urgent than complete functional recovery. In this perspective article, we provide an overview of the latest interventions for the treatment of SCI through broad phases of injury rehabilitation. The underlying intention of this work is to introduce a spinal cord neuroplasticity-based multimodal approach to promote functional recovery and improve quality of life after SCI. Nonetheless, when used separately, biomolecular therapeutic approaches have been shown to have modest outcomes.
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Affiliation(s)
- Erik Leemhuis
- Dipartimento di Psicologia, Sapienza Università di Roma, 00185 Rome, Italy
- Body and Action Lab, IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
- Correspondence: (E.L.); (M.P.)
| | - Francesca Favieri
- Dipartimento di Psicologia, Sapienza Università di Roma, 00185 Rome, Italy
- Body and Action Lab, IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
| | - Giuseppe Forte
- Body and Action Lab, IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
- Dipartimento di Psicologia Dinamica, Clinica e Salute, Sapienza Università di Roma, 00185 Roma, Italy
| | - Mariella Pazzaglia
- Dipartimento di Psicologia, Sapienza Università di Roma, 00185 Rome, Italy
- Body and Action Lab, IRCCS Fondazione Santa Lucia, 00179 Rome, Italy
- Correspondence: (E.L.); (M.P.)
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Tapia Pérez JH. Spinal cord stimulation: Beyond pain management. Neurologia 2022; 37:586-595. [PMID: 31337556 DOI: 10.1016/j.nrl.2019.05.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 05/03/2019] [Accepted: 05/20/2019] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION The gate control theory of pain was the starting point of the development of spinal cord stimulation (SCS). We describe the indications for the treatment in pain management and other uses not related to pain. DEVELOPMENT There are currently several paradigms for SCS: tonic, burst, and high frequency. The main difference lies in the presence of paraesthesias. SCS is most beneficial for treating neuropathic pain. Patients with failed back surgery syndrome show the best response rates, although a considerable reduction in pain is also observed in patients with complex regional pain syndrome, diabetic neuropathy, radiculopathy, and low back pain without previous surgery. Phantom pain or pain related to cardiovascular or peripheral vascular disease may improve, although there is a lack of robust evidence supporting generalisation of its use. SCS also improves cancer-related pain, although research on this issue is scarce. Non-pain-related indications for SCS are movement disorders, spasticity, and sequelae of spinal cord injury. The main limiting factors for the use of SCS are mechanical complications and the cost of the treatment. CONCLUSION In its 50-year history, SCS has progressed enormously. The perfection of hardware and software may improve its effectiveness and reduce the rate of complications. Indications for SCS could include other diseases, and its use could be expanded, if the costs of the technology are reduced.
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Affiliation(s)
- J H Tapia Pérez
- Department of Spine Surgery, Leopoldina-Krankenhaus der Stadt Schweinfurt, Schweinfurt, Alemania.
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Edgerton VR, Gad P. Spinal automaticity of movement control and its role in recovering function after spinal injury. Expert Rev Neurother 2022; 22:655-667. [PMID: 36043398 DOI: 10.1080/14737175.2022.2115359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION The significance of the spinal circuitry in controlling postural and locomotor functions largely re-emerged in the mid-1970s under the leadership of Sten Grillner, demonstrating key phenomena of "central pattern generation" and "fictive locomotion" with an evolutionary perspective. These concepts raised the question of how much function can be recovered after paralysis, given the intrinsic automaticity of spinal networks in injured and uninjured states in adults. AREAS COVERED This review explores biological mechanisms governing spinal control of movements such as posture and locomotion. We focus on concepts that have evolved from experiments performed over the past decade. Rather than a comprehensive review of the vast literature on the neural control of posture and locomotion, we focus on the various mechanisms underlying functional automaticity, and their clinical relevance. EXPERT OPINION We propose that multiple combinations of sensory mechanoreceptors linked to proprioception generate an infinite number of different sensory ensembles, having species-specific meaning and extensive influence in controlling posture and locomotion. These sensory ensembles are translated as a probabilistic phenomenon into highly specific but indeterminate actions. Therefore, we opine that spinal translation of these ensembles in real-time plays a central role in the automaticity of motor control in individuals with and without severe neuromotor dysfunction.
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Affiliation(s)
- V Reggie Edgerton
- Department of Neurobiology, University of California, Los Angeles, CA 90095 USA.,Department of Neurosurgery, University of California, Los Angeles, CA 90095 USA.,Brain Research Institute, University of California, Los Angeles, CA 90095 USA.,Institut Guttmann. Hospital de Neurorehabilitació, Institut Universitari adscrit a la Universitat Autònoma de Barcelona, Barcelona, 08916 Badalona, Spain
| | - Parag Gad
- Department of Neurobiology, University of California, Los Angeles, CA 90095 USA
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Eisdorfer JT, Sobotka-Briner H, Schramfield S, Moukarzel G, Chen J, Campion TJ, Smit R, Rauscher BC, Lemay MA, Smith GM, Spence AJ. Chemogenetic modulation of sensory afferents induces locomotor changes and plasticity after spinal cord injury. Front Mol Neurosci 2022; 15:872634. [PMID: 36090254 PMCID: PMC9461563 DOI: 10.3389/fnmol.2022.872634] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 07/26/2022] [Indexed: 12/12/2022] Open
Abstract
Neuromodulatory therapies for spinal cord injury (SCI) such as electrical epidural stimulation (EES) are increasingly effective at improving patient outcomes. These improvements are thought to be due, at least in part, to plasticity in neuronal circuits. Precisely which circuits are influenced and which afferent classes are most effective in stimulating change remain important open questions. Genetic tools, such as Designer Receptors Exclusively Activated by Designer Drugs (DREADDs), support targeted and reversible neuromodulation as well as histological characterization of manipulated neurons. We therefore transduced and activated lumbar large diameter peripheral afferents with excitatory (hM3Dq) DREADDs, in a manner analogous to EES, in a rat hemisection model, to begin to trace plasticity and observe concomitant locomotor changes. Chronic DREADDs activation, coupled with thrice weekly treadmill training, was observed to increase afferent fluorescent labeling within motor pools and Clarke's column when compared to control animals. This plasticity may underlie kinematic differences that we observed across stages of recovery, including an increased and less variable hindquarters height in DREADDs animals, shorter step durations, a more flexed ankle joint early in recovery, a less variable ankle joint angle in swing phase, but a more variable hip joint angle. Withdrawal of DREADDs agonist, clozapine-N-oxide (CNO) left these kinematic differences largely unaffected; suggesting that DREADDs activation is not necessary for them later in recovery. However, we observed an intermittent “buckling” phenomenon in DREADDs animals without CNO activation, that did not occur with CNO re-administration. Future studies could use more refined genetic targeted of specific afferent classes, and utilize muscle recordings to find where afferent modulation is most influential in altering motor output.
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Affiliation(s)
- Jaclyn T. Eisdorfer
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
- Department of Cell Biology and Neuroscience, Rutgers University, Piscataway, NJ, United States
| | - Hannah Sobotka-Briner
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
| | - Susan Schramfield
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
| | - George Moukarzel
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
| | - Jie Chen
- Department of Neuroscience, Shriners Hospitals Pediatric Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Thomas J. Campion
- Department of Neuroscience, Shriners Hospitals Pediatric Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Rupert Smit
- Department of Neuroscience, Shriners Hospitals Pediatric Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Bradley C. Rauscher
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
| | - Michel A. Lemay
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
| | - George M. Smith
- Department of Neuroscience, Shriners Hospitals Pediatric Research Center, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, United States
| | - Andrew J. Spence
- Department of Bioengineering, College of Engineering, Temple University, Philadelphia, PA, United States
- *Correspondence: Andrew J. Spence
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Mansour NM, Peña Pino I, Freeman D, Carrabre K, Venkatesh S, Darrow D, Samadani U, Parr AM. Advances in Epidural Spinal Cord Stimulation to Restore Function after Spinal Cord Injury: History and Systematic Review. J Neurotrauma 2022; 39:1015-1029. [PMID: 35403432 DOI: 10.1089/neu.2022.0007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Epidural spinal cord stimulation (eSCS) has been recently recognized as a potential therapy for chronic spinal cord injury (SCI). eSCS has been shown to uncover residual pathways within the damaged spinal cord. The purpose of this review is to summarize the key findings to date regarding the use of eSCS in SCI. Searches were carried out using MEDLINE, EMBASE, and Web of Science database and reference lists of the included articles. A combination of medical subject heading terms and keywords was used to find studies investigating the use of eSCS in SCI patients to facilitate volitional movement and to restore autonomic function. The risk of bias was assessed using Risk Of Bias In Non-Randomized Studies of Interventions tool for nonrandomized studies. We were able to include 40 articles that met our eligibility criteria. The studies included a total of 184 patient experiences with incomplete or complete SCI. The majority of the studies used the Medtronic 16 paddle lead. Around half of the studies reported lead placement between T11- L1. We included studies that assessed motor (n = 28), autonomic (n = 13), and other outcomes (n = 10). The majority of the studies reported improvement in outcomes assessed. The wide range of included outcomes demonstrates the effectiveness of eSCS in treating a diverse SCI population. However, the current studies cannot definitively conclude which patients benefit the most from this intervention. Further study in this area is needed to allow improvement of the eSCS technology and allow it to be more widely available for chronic SCI patients.
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Affiliation(s)
- Nadine M Mansour
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Isabela Peña Pino
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - David Freeman
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kailey Carrabre
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Shivani Venkatesh
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - David Darrow
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
- Division of Neurosurgery, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - Uzma Samadani
- Department of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, Minnesota, USA
- Division of Neurosurgery, VA Healthcare System, Minneapolis, Minnesota, USA
| | - Ann M Parr
- Department of Neurosurgery, University of Minnesota, Minneapolis, Minnesota, USA
- Division of Neurosurgery, Hennepin County Medical Center, Minneapolis, Minnesota, USA
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Harkema S, Angeli C, Gerasimenko Y. Historical development and contemporary use of neuromodulation in human spinal cord injury. Curr Opin Neurol 2022; 35:536-543. [PMID: 35856918 DOI: 10.1097/wco.0000000000001080] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW There is a long history of neuromodulation of the spinal cord after injury in humans with recent momentum of studies showing evidence for therapeutic potential. Nonrandomized, mechanistic, hypothesis-driven, small cohort, epidural stimulation proof of principle studies provide insight into the human spinal circuitry functionality and support the pathway toward clinical treatments. RECENT FINDINGS Individuals living with spinal cord injury can recover motor, cardiovascular, and bladder function even years after injury using neuromodulation. Integration of continuous feedback from sensory information, task-specific training, and optimized excitability state of human spinal circuitry are critical spinal mechanisms. Neuromodulation activates previously undetectable residual supraspinal pathways to allow intentional (voluntary) control of motor movements. Further discovery unveiled the human spinal circuitry integrated regulatory control of motor and autonomic systems indicating the realistic potential of neuromodulation to improve the capacity incrementally, but significantly for recovery after severe spinal cord injury. SUMMARY The discovery that both motor and autonomic function recovers with lumbosacral spinal cord placement of the electrode reveals exciting avenues for a synergistic overall improvement in function, health, and quality of life for those who have been living with the consequences of spinal cord injury even for decades.
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Affiliation(s)
- Susan Harkema
- Department of Neurological Surgery, University of Louisville
- Frazier Rehabilitation Institute, University of Louisville Health
- Kentucky Spinal Cord Injury Research Center, University of Louisville
| | - Claudia Angeli
- Frazier Rehabilitation Institute, University of Louisville Health
- Kentucky Spinal Cord Injury Research Center, University of Louisville
- Department of Bioengineering
| | - Yury Gerasimenko
- Kentucky Spinal Cord Injury Research Center, University of Louisville
- Department of Physiology, University of Louisville, Louisville, Kentucky, USA
- Pavlov Institute of Physiology, St. Petersburg, Russia
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Audet J, Harnie J, Lecomte CG, Mari S, Merlet AN, Prilutsky BI, Rybak IA, Frigon A. Control of Forelimb and Hindlimb Movements and Their Coordination during Quadrupedal Locomotion across Speeds in Adult Spinal Cats. J Neurotrauma 2022; 39:1113-1131. [PMID: 35343245 PMCID: PMC9347373 DOI: 10.1089/neu.2022.0042] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Coordinating the four limbs is critical for terrestrial mammalian locomotion. Thoracic spinal transection abolishes neural communication between the brain and spinal networks controlling hindlimb/leg movements. Several studies have shown that animal models of spinal transection (spinalization), such as mice, rats, cats, and dogs recover hindlimb locomotion with the forelimbs stationary or suspended. We know less on the ability to generate quadrupedal locomotion after spinal transection, however. We collected kinematic and electromyography data in four adult cats during quadrupedal locomotion at five treadmill speeds before (intact cats) and after low-thoracic spinal transection (spinal cats). We show that adult spinal cats performed quadrupedal treadmill locomotion and modulated their speed from 0.4 m/sec to 0.8 m/sec but required perineal stimulation. During quadrupedal locomotion, several compensatory strategies occurred, such as postural adjustments of the head and neck and the appearance of new coordination patterns between the forelimbs and hindlimbs, where the hindlimbs took more steps than the forelimbs. We also observed temporal changes, such as shorter forelimb cycle/swing durations and shorter hindlimb cycle/stance durations in the spinal state. Forelimb double support periods occupied a greater proportion of the cycle in the spinal state, and hindlimb stride length was shorter. Coordination between the forelimbs and hindlimbs was weakened and more variable in the spinal state. Changes in muscle activity reflected spatiotemporal changes in the locomotor pattern. Despite important changes in the pattern, our results indicate that biomechanical properties of the musculoskeletal system play an important role in quadrupedal locomotion and offset some of the loss in neural communication between networks controlling the forelimbs and hindlimbs after spinal transection.
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Affiliation(s)
- Johannie Audet
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Jonathan Harnie
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Charly G. Lecomte
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Stephen Mari
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Angèle N. Merlet
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
| | - Boris I. Prilutsky
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, USA
| | - Ilya A. Rybak
- Department of Neurobiology and Anatomy, College of Medicine, Drexel University, Philadelphia, Pennsylvania, USA
| | - Alain Frigon
- Department of Pharmacology-Physiology, Faculty of Medicine and Health Sciences, Centre de Recherche du CHUS, Université de Sherbrooke, Sherbrooke, Quebec, Canada
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Darrow DP, Balser DY, Freeman D, Pelrine E, Krassioukov A, Phillips A, Netoff T, Parr A, Samadani U. Effect of epidural spinal cord stimulation after chronic spinal cord injury on volitional movement and cardiovascular function: study protocol for the phase II open label controlled E-STAND trial. BMJ Open 2022; 12:e059126. [PMID: 35851008 PMCID: PMC9297213 DOI: 10.1136/bmjopen-2021-059126] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 06/17/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Spinal cord injury (SCI) leads to significant changes in morbidity, mortality and quality of life (QOL). Currently, there are no effective therapies to restore function after chronic SCI. Preliminary studies have indicated that epidural spinal cord stimulation (eSCS) is a promising therapy to improve motor control and autonomic function for patients with chronic SCI. The aim of this study is to assess the effects of tonic eSCS after chronic SCI on quantitative outcomes of volitional movement and cardiovascular function. Our secondary objective is to optimise spinal cord stimulation parameters for volitional movement. METHODS AND ANALYSIS The Epidural Stimulation After Neurologic Damage (ESTAND) trial is a phase II single-site self-controlled trial of epidural stimulation with the goal of restoring volitional movement and autonomic function after motor complete SCI. Participants undergo epidural stimulator implantation and are followed up over 15 months while completing at-home, mobile application-based movement testing. The primary outcome measure integrates quantity of volitional movement and similarity to normal controls using the volitional response index (VRI) and the modified Brain Motor Control Assessment. The mobile application is a custom-designed platform to support participant response and a kinematic task to optimise the settings for each participant. The application optimises stimulation settings by evaluating the parameter space using movement data collected from the tablet application and accelerometers. A subgroup of participants with cardiovascular dysautonomia are included for optimisation of blood pressure stabilisation. Indirect effects of stimulation on cardiovascular function, pain, sexual function, bowel/bladder, QOL and psychiatric measures are analysed to assess generalisability of this targeted intervention. ETHICS AND DISSEMINATION This study has been approved after full review by the Minneapolis Medical Research Foundation Institutional Review Board and by the Minneapolis VA Health Care System. This project has received Food and Drug Administration investigational device exemption approval. Trial results will be disseminated through peer-reviewed publications, conference presentations and seminars. TRIAL REGISTRATION NUMBER NCT03026816.
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Affiliation(s)
- David P Darrow
- Neurosurgery, University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
- Division of Neurosurgery, Hennepin County Medical Center, Minneapolis, Minnesota, USA
| | - David Young Balser
- Rehabilitation Medicine, University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
| | - David Freeman
- Neurosurgery, University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
| | - Eliza Pelrine
- Orthopaedic Surgery, University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Andrei Krassioukov
- Physical Medicine and Rehabilitation, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Aaron Phillips
- Physiology and Pharmacology, University of Calgary, Calgary, Alberta, Canada
| | - Theoden Netoff
- Biomedical Engineering, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | - Ann Parr
- Neurosurgery, University of Minnesota Medical School Twin Cities, Minneapolis, Minnesota, USA
| | - Uzma Samadani
- Surgery, Minneapolis Veterans Affairs Medical Center, Minneapolis, Minnesota, USA
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Laskin JJ, Waheed Z, Thorogood NP, Nightingale TE, Noonan VK. Spinal Cord Stimulation Research in the Restoration of Motor, Sensory, and Autonomic Function for Individuals Living With Spinal Cord Injuries: A Scoping Review. Arch Phys Med Rehabil 2022; 103:1387-1397. [PMID: 35202581 DOI: 10.1016/j.apmr.2022.01.161] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/26/2022] [Accepted: 01/28/2022] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To describe the status of spinal cord stimulation (SCS) research for the improvement of motor, sensory, and autonomic function for individuals living with a spinal cord injury (SCI). DATA SOURCES This scoping review identified original research published before March 31, 2021, via literature searches using MEDLINE, Embase, PubMed, Science Direct, Cumulative Index to Nursing and Allied Health, Sport Discus, and Web of Science, as well as a targeted search for well-known principal investigators. Search terms included permutations of "spinal cord stimulation," "epidural spinal cord stimulation," "transcutaneous spinal cord stimulation," "magnetic spinal cord stimulation," and "neuromodulation." STUDY SELECTION Studies were included if they (1) were in English, (2) presented original research on humans living with a SCI, and (3) investigated at least 1 of the 3 forms of SCS. DATA EXTRACTION Extracted data included authors, publication year, participant characteristics, purpose, study design, stimulation (device, location, parameters), primary outcomes, and adverse events. DATA SYNTHESIS As a scoping review the extracted data were tabulated and presented descriptively. Themes and gaps in the literature were identified and reported. Of the 5754 articles screened, 103 articles were included (55 epidural, 36 transcutaneous, 12 magnetic). The primary research design was a case study or series with only a single randomized controlled trial. Motor recovery was the most common primary outcome for epidural and transcutaneous SCS studies, whereas bowel and bladder outcomes were most common for magnetic SCS studies. Seventy percent of the studies included 10 or fewer participants, and 18 articles documented at least 1 adverse event. Incomplete stimulation parameter descriptions were noted across many studies. No articles mentioned direct engagement of consumers or advocacy groups. CONCLUSIONS This review identified a need for more robust study designs, larger sample sizes, comparative studies, improved reporting of stimulation parameters, adverse event data, and alignment of outcomes with the priorities of the community with SCI.
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Affiliation(s)
- James J Laskin
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada; School of Physical Therapy and Rehabilitation Science, University of Montana, Missoula, Montana.
| | - Zeina Waheed
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada
| | | | - Tom E Nightingale
- International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada; School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom; Centre for Trauma Sciences Research, University of Birmingham, Edgbaston, Birmingham, United Kingdom
| | - Vanessa K Noonan
- Praxis Spinal Cord Institute, Vancouver, British Columbia, Canada; International Collaboration on Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada
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48
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Barra B, Conti S, Perich MG, Zhuang K, Schiavone G, Fallegger F, Galan K, James ND, Barraud Q, Delacombaz M, Kaeser M, Rouiller EM, Milekovic T, Lacour S, Bloch J, Courtine G, Capogrosso M. Epidural electrical stimulation of the cervical dorsal roots restores voluntary upper limb control in paralyzed monkeys. Nat Neurosci 2022; 25:924-934. [PMID: 35773543 DOI: 10.1038/s41593-022-01106-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 05/19/2022] [Indexed: 11/09/2022]
Abstract
Regaining arm control is a top priority for people with paralysis. Unfortunately, the complexity of the neural mechanisms underlying arm control has limited the effectiveness of neurotechnology approaches. Here, we exploited the neural function of surviving spinal circuits to restore voluntary arm and hand control in three monkeys with spinal cord injury, using spinal cord stimulation. Our neural interface leverages the functional organization of the dorsal roots to convey artificial excitation via electrical stimulation to relevant spinal segments at appropriate movement phases. Stimulation bursts targeting specific spinal segments produced sustained arm movements, enabling monkeys with arm paralysis to perform an unconstrained reach-and-grasp task. Stimulation specifically improved strength, task performances and movement quality. Electrophysiology suggested that residual descending inputs were necessary to produce coordinated movements. The efficacy and reliability of our approach hold realistic promises of clinical translation.
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Affiliation(s)
- Beatrice Barra
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland.,Rehab and Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sara Conti
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland
| | - Matthew G Perich
- Department of Fundamental Neuroscience, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Katie Zhuang
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland
| | - Giuseppe Schiavone
- Bertarelli Foundation Chair in Neuroprosthetic Technology, Laboratory for Soft Bioelectronic Interfaces, Institute of Microengineering, Institute of Bioengineering, Centre for Neuroprosthetics, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Florian Fallegger
- Bertarelli Foundation Chair in Neuroprosthetic Technology, Laboratory for Soft Bioelectronic Interfaces, Institute of Microengineering, Institute of Bioengineering, Centre for Neuroprosthetics, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Katia Galan
- Center for Neuroprosthetics and Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Nicholas D James
- Center for Neuroprosthetics and Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Quentin Barraud
- Center for Neuroprosthetics and Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Maude Delacombaz
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland.,Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Mélanie Kaeser
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland
| | - Eric M Rouiller
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland
| | - Tomislav Milekovic
- Department of Fundamental Neuroscience, Faculty of Medicine, University of Geneva, Geneva, Switzerland.,Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Stephanie Lacour
- Bertarelli Foundation Chair in Neuroprosthetic Technology, Laboratory for Soft Bioelectronic Interfaces, Institute of Microengineering, Institute of Bioengineering, Centre for Neuroprosthetics, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Jocelyne Bloch
- Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Department of Neurosurgery, CHUV, Lausanne, Switzerland
| | - Grégoire Courtine
- Center for Neuroprosthetics and Brain Mind Institute, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Defitech Center for Interventional Neurotherapies (NeuroRestore), University Hospital Lausanne (CHUV), University of Lausanne (UNIL) and École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Department of Neurosurgery, CHUV, Lausanne, Switzerland
| | - Marco Capogrosso
- Platform of Translational Neuroscience, Department of Neuroscience and Movement Sciences, Faculty of Sciences and Medicine, University of Fribourg, Fribourg, Switzerland. .,Rehab and Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, USA. .,Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA.
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49
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Steele AG, Manson GA, Horner PJ, Sayenko DG, Contreras-Vidal JL. Effects of transcutaneous spinal stimulation on spatiotemporal cortical activation patterns: A proof-of-concept EEG study. J Neural Eng 2022; 19. [PMID: 35732141 DOI: 10.1088/1741-2552/ac7b4b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 06/22/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Transcutaneous spinal cord stimulation (TSS) has been shown to be a promising non-invasive alternative to epidural spinal cord stimulation (ESS) 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 were clustered across subjects to characterize sensorimotor networks in the time and frequency domains. Independent components 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. RESULTS Independent Component 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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Affiliation(s)
- Alexander G Steele
- Department of Neurosurgery, Houston Methodist Research Institute, 6670 Bertner Ave, Houston, Texas, 77030-2707, UNITED STATES
| | - Gerome A Manson
- Department of Neurosurgery, Houston Methodist Research Institute, 6670 Bertner Ave, Houston, Texas, 77030-2707, UNITED STATES
| | - Philip J Horner
- Department of Neurosurgery, Houston Methodist Research Institute, 6670 Bertner Ave, Houston, Texas, 77030-2707, UNITED STATES
| | - Dimitry G Sayenko
- Department of Neurosurgery, Houston Methodist Research Institute, 6670 Bertner Ave, Houston, Texas, 77030-2707, UNITED STATES
| | - Jose L Contreras-Vidal
- Electrical and Computer Engineering, University of Houston, N308 Engineering Building I, Houston, Texas, 77204-4005, UNITED STATES
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50
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Shneider M, Pekker M. Theoretical model of external spinal cord stimulation. Phys Biol 2022; 19. [PMID: 35671753 DOI: 10.1088/1478-3975/ac768e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 06/07/2022] [Indexed: 11/11/2022]
Abstract
In this paper, a simple theoretical model of the excitation of action potentials of multiple motor pools by stimulating current pulses over the lumbosacral regions of the spinal cord is presented. The present model is consistent with known experimental data.
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Affiliation(s)
- Mikhail Shneider
- Department of Mechanical and Aerospace Engineering, Princeton University, Princeton, NJ 08544-5263, USA, Princeton, New Jersey, 08544, UNITED STATES
| | - Mikhail Pekker
- Retired, 310 Elm Road,, Princeton, New Jersey, 08540, UNITED STATES
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