1
|
Wang X, Li L, Wei Y, Zhou P. Clustering index analysis on EMG-Torque relation-based representation of complex neuromuscular changes after spinal cord injury. J Electromyogr Kinesiol 2024; 76:102885. [PMID: 38723398 DOI: 10.1016/j.jelekin.2024.102885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 03/12/2024] [Accepted: 04/26/2024] [Indexed: 05/23/2024] Open
Abstract
Spinal cord injury (SCI) resulting in complex neuromuscular pathology is not sufficiently well understood. To better quantify neuromuscular changes after SCI, this study uses a clustering index (CI) method for surface electromyography (sEMG) clustering representation to investigate the relation between sEMG and torque in SCI survivors. The sEMG signals were recorded from 13 subjects with SCI and 13 gender-age matched able-bodied subjects during isometric contraction of the biceps brachii muscle at different torque levels using a linear electrode array. Two torque representations, maximum voluntary contraction (MVC%) and absolute torque, were used. CI values were calculated for sEMG. Regression analyses were performed on CI values and torque levels of elbow flexion, revealing a strong linear relationship. The slopes of regressions between SCI survivors and control subjects were compared. The findings indicated that the range of distribution of CI values and slopes was greater in subjects with SCI than in control subjects (p < 0.05). The increase or decrease in slope was also observed at the individual level. This suggests that the CI and its sEMG clustering-torque relation may serve as valuable quantitative indicators for determining neuromuscular lesions after SCI, contributing to the development of effective rehabilitation strategies for improving motor performance.
Collapse
Affiliation(s)
- Xiang Wang
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China; Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China
| | - Le Li
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, China; Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China.
| | - Yongli Wei
- School of Rehabilitation Science and Engineering, University of Health and Rehabilitation Sciences, Qingdao, China
| | - Ping Zhou
- School of Rehabilitation Science and Engineering, University of Health and Rehabilitation Sciences, Qingdao, China
| |
Collapse
|
2
|
Cohen EJ, Righi G, Conti C, De Santis C, Sciarrone G, Del Popolo G. Quantification of hand functional recovery in spinal cord injury patients. J Spinal Cord Med 2024; 47:387-394. [PMID: 35500066 PMCID: PMC11044745 DOI: 10.1080/10790268.2022.2066384] [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: 10/18/2022] Open
Abstract
STUDY DESIGN A prospective cohort study. OBJECTIVES To examine the use of a circle-tracing task in quantifying hand functional recovery in cervical spinal cord injury patients. METHODS Ten cervical spinal cord injury (SCI) patients and 10 healthy age-matched controls performed a circle-tracing task, using a computerized tablet at the beginning of the study and after 4 weeks. Data relative to performance accuracy as well as pen pressure throughout the performances were collected, and clinical assessment for all patients was performed at the beginning and at the end of the study. RESULTS Significant differences were found in pen pressure profiles in the SCI patients between the initial assessment and after 4 weeks of assessment. SCI patients, when compared with controls, apply less pressure during the execution, though no significant differences were found for the other parameters. Examination of pen pressure profiles of both controls and SCI patients reveals that, in addition to the lower pressure registered, SCI patients present a more oscillating pressure profile which is direction-dependent. No significant correlations were found between clinical assessments and pen pressure, both within the initial assessment as well as after 4 weeks. CONCLUSIONS This study emphasizes the potential of simple computerized means for quantifying upper limb functions in SCI patients. These results of this study could be helpful for both highlighting specific functional deficits in patients as well tailoring specific interventions.
Collapse
Affiliation(s)
- Erez James Cohen
- Department of Experimental and Clinical Medicine, Physiological Sciences Section, University of Florence, Florence, Italy
| | - Gabriele Righi
- Spinal Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Claudia Conti
- Spinal Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Claudia De Santis
- Spinal Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Giorgia Sciarrone
- Spinal Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | - Giulio Del Popolo
- Spinal Unit, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| |
Collapse
|
3
|
Oh J, Scheffler MS, Martin CA, Dinh J, Sheynin J, Steele AG, Sayenko DG. Characterizing neurological status in individuals with tetraplegia using transcutaneous spinal stimulation. Sci Rep 2023; 13:21522. [PMID: 38057398 PMCID: PMC10700352 DOI: 10.1038/s41598-023-48811-0] [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: 07/27/2023] [Accepted: 11/30/2023] [Indexed: 12/08/2023] Open
Abstract
Transcutaneous spinal stimulation (TSS) is emerging as a valuable tool for electrophysiological and clinical assessment. This study had the objective of examining the recruitment patterns of upper limb (UL) motor pools through the delivery of TSS above and below a spinal lesion. It also aimed to explore the connection between the recruitment pattern of UL motor pools and the neurological and functional status following spinal cord injury (SCI). In eight participants with tetraplegia due to cervical SCI, TSS was delivered to the cervical spinal cord between the spinous processes of C3-C4 and C7-T1 vertebrae, and spinally evoked motor potentials in UL muscles were characterized. We found that responses observed in UL muscles innervated by motor pools below the level of injury demonstrated relatively reduced sensitivity to TSS compared to those above the lesion, were asymmetrical in the majority of muscles, and were dependent on the level, extent, and side of SCI. Overall, our findings indicate that electrophysiological data acquired through TSS can offer insights into the extent of UL functional asymmetry, disruptions in neural pathways, and changes in motor control following SCI. This study suggests that such electrophysiological data can supplement clinical and functional assessment and provide further insight regarding residual motor function in individuals with SCI.
Collapse
Affiliation(s)
- Jeonghoon Oh
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Michelle S Scheffler
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Catherine A Martin
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Jenny Dinh
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Jony Sheynin
- Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Houston, TX, USA
| | - Alexander G Steele
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA
| | - Dimitry G Sayenko
- Department of Neurosurgery, Center for Translational Neural Prosthetics and Interfaces, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, 77030, USA.
| |
Collapse
|
4
|
Oh J, Scheffler MS, Martin CA, Dinh J, Sheynin J, Steele AG, Sayenko DG. Transcutaneous spinal stimulation provides characterization of neurological status in individuals with tetraplegia. RESEARCH SQUARE 2023:rs.3.rs-3513515. [PMID: 37986790 PMCID: PMC10659561 DOI: 10.21203/rs.3.rs-3513515/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
Transcutaneous spinal stimulation (TSS) is emerging as a valuable tool for electrophysiological and clinical assessment. This study had the objective of examining the recruitment patterns of upper limb (UL) motor pools through the delivery of TSS above and below a spinal lesion. It also aimed to explore the connection between the recruitment pattern of UL motor pools and the neurological and functional status following spinal cord injury (SCI). In eight participants with tetraplegia due to cervical SCI, TSS was delivered to the cervical spinal cord between the spinous processes of C3-C4 and C7-T1 vertebrae, and spinally evoked motor potentials in UL muscles were characterized. We found that responses observed in UL muscles innervated by motor pools below the level of injury demonstrated relatively reduced sensitivity to TSS compared to those above the lesion, were asymmetrical in the majority of muscles, and were dependent on the level, extent, and side of SCI. Overall, our findings indicate that electrophysiological data acquired through TSS can offer insights into the extent of UL functional asymmetry, disruptions in neural pathways, and changes in motor control following SCI. This study suggests that such electrophysiological data can supplement clinical and functional assessment and provide further insight regarding residual motor function in individuals with SCI.
Collapse
|
5
|
Sharma P, Panta T, Ugiliweneza B, Bert RJ, Gerasimenko Y, Forrest G, Harkema S. Multi-Site Spinal Cord Transcutaneous Stimulation Facilitates Upper Limb Sensory and Motor Recovery in Severe Cervical Spinal Cord Injury: A Case Study. J Clin Med 2023; 12:4416. [PMID: 37445450 DOI: 10.3390/jcm12134416] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/19/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023] Open
Abstract
Individuals with cervical spinal cord injury (SCI) rank regaining arm and hand function as their top rehabilitation priority post-injury. Cervical spinal cord transcutaneous stimulation (scTS) combined with activity-based recovery training (ABRT) is known to effectively facilitate upper extremity sensorimotor recovery in individuals with residual arm and hand function post SCI. However, scTS effectiveness in facilitating upper extremity recovery in individuals with severe SCI with minimal to no sensory and motor preservation below injury level remains largely unknown. We herein introduced a multimodal neuro-rehabilitative approach involving scTS targeting systematically identified various spinal segments combined with ABRT. We hypothesized that multi-site scTS combined with ABRT will effectively neuromodulate the spinal networks, resulting in improved integration of ascending and descending neural information required for sensory and motor recovery in individuals with severe cervical SCI. To test the hypothesis, a 53-year-old male (C2, AIS A, 8 years post-injury) received 60 ABRT sessions combined with continuous multi-site scTS. Post-training assessments revealed improved activation of previously paralyzed upper extremity muscles and sensory improvements over the dorsal and volar aspects of the hand. Most likely, altered spinal cord excitability and improved muscle activation and sensations resulted in observed sensorimotor recovery. However, despite promising neurophysiological evidence pertaining to motor re-activation, we did not observe visually appreciable functional recovery on obtained upper extremity motor assessments.
Collapse
Affiliation(s)
- Pawan Sharma
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
| | - Tudor Panta
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Department of Health Management and Systems Science, University of Louisville, Louisville, KY 40202, USA
- Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
| | - Robert J Bert
- Department of Radiology, University of Louisville, Louisville, KY 40202, USA
| | - Yury Gerasimenko
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Department of Physiology, University of Louisville, Louisville, KY 40292, USA
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 Saint Petersburg, Russia
| | - Gail Forrest
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ 07052, USA
- Kessler Foundation, Newark, NJ 07052, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
- Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
- Department of Bioengineering, University of Louisville, Louisville, KY 40202, USA
| |
Collapse
|
6
|
Preservation of functional descending input to paralyzed upper extremity muscles in motor complete cervical spinal cord injury. Clin Neurophysiol 2023; 150:56-68. [PMID: 37004296 DOI: 10.1016/j.clinph.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 02/13/2023] [Accepted: 03/01/2023] [Indexed: 03/18/2023]
Abstract
OBJECTIVE Spinal cord injury (SCI) is classified as complete or incomplete depending on the extent of sensorimotor preservation below the injury level. However, individuals with complete SCIs can voluntarily activate paralyzed lower limb muscles alone or by engaging non-paralyzed muscles during neurophysiological assessments, indicating presence of residual pathways across the injury. However, similar phenomena have not been explored for the upper extremity (UE) muscles following cervical SCIs. METHODS Eighteen individuals with motor complete cervical SCI (AIS A or B) and five age-matched non-injured (NI) individuals performed various UE events against manual resistance during functional neurophysiological assessment (FNPA), and electromyographic (EMG) activity was recorded from UE muscles. RESULTS Our findings demonstrated i) voluntary activation of clinically paralyzed muscles as evident from EMG readouts, ii) increased activity in these muscles during events engaging muscles above the injury level, iii) reduced spectral properties of paralyzed muscles in SCI compared to NI participants. CONCLUSIONS Functional EMG activity in clinically paralyzed muscles indicate presence of residual pathways across the injury establishing supralesional control over the sublesional neural circuitry. SIGNIFICANCE The findings may help explain the neurophysiological basis for UE recovery and can be exploited in designing rehabilitation techniques to facilitate UE recovery following cervical SCIs.
Collapse
|
7
|
Gouveia D, Cardoso A, Carvalho C, Almeida A, Gamboa Ó, Ferreira A, Martins Â. Approach to Small Animal Neurorehabilitation by Locomotor Training: An Update. Animals (Basel) 2022; 12:ani12243582. [PMID: 36552502 PMCID: PMC9774773 DOI: 10.3390/ani12243582] [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: 11/20/2022] [Revised: 12/05/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
Neurorehabilitation has a wide range of therapies to achieve neural regeneration, reorganization, and repair (e.g., axon regeneration, remyelination, and restoration of spinal circuits and networks) to achieve ambulation for dogs and cats, especially for grade 1 (modified Frankel scale) with signs of spinal shock or grade 0 (deep pain negative), similar to humans classified with ASIA A lesions. This review aims to explain what locomotor training is, its importance, its feasibility within a clinical setting, and some possible protocols for motor recovery, achieving ambulation with coordinated and modulated movements. In addition, it cites some of the primary key points that must be present in the daily lives of veterinarians or rehabilitation nurses. These can be the guidelines to improve this exciting exercise necessary to achieve ambulation with quality of life. However, more research is essential in the future years.
Collapse
Affiliation(s)
- Débora Gouveia
- Arrábida Veterinary Hospital—Arrábida Animal Rehabilitation Center, 2925-538 Setubal, Portugal
- Superior School of Health, Protection and Animal Welfare, Polytechnic Institute of Lusophony, Campo Grande, 1950-396 Lisboa, Portugal
- Faculty of Veterinary Medicine, Lusófona University, Campo Grande, 1749-024 Lisboa, Portugal
- Correspondence:
| | - Ana Cardoso
- Arrábida Veterinary Hospital—Arrábida Animal Rehabilitation Center, 2925-538 Setubal, Portugal
| | - Carla Carvalho
- Arrábida Veterinary Hospital—Arrábida Animal Rehabilitation Center, 2925-538 Setubal, Portugal
| | - António Almeida
- Faculty of Veterinary Medicine, University of Lisbon, 1300-477 Lisboa, Portugal
| | - Óscar Gamboa
- Faculty of Veterinary Medicine, University of Lisbon, 1300-477 Lisboa, Portugal
| | - António Ferreira
- Faculty of Veterinary Medicine, University of Lisbon, 1300-477 Lisboa, Portugal
- CIISA—Centro Interdisciplinar-Investigaçāo em Saúde Animal, Faculdade de Medicina Veterinária, Av. Universi dade Técnica de Lisboa, 1300-477 Lisboa, Portugal
| | - Ângela Martins
- Arrábida Veterinary Hospital—Arrábida Animal Rehabilitation Center, 2925-538 Setubal, Portugal
- Superior School of Health, Protection and Animal Welfare, Polytechnic Institute of Lusophony, Campo Grande, 1950-396 Lisboa, Portugal
- Faculty of Veterinary Medicine, Lusófona University, Campo Grande, 1749-024 Lisboa, Portugal
- Faculty of Veterinary Medicine, University of Lisbon, 1300-477 Lisboa, Portugal
| |
Collapse
|
8
|
Atkinson DA, Steele AG, Manson GA, Sheynin J, Oh J, Gerasimenko YP, Sayenko DG. Characterization of interlimb interaction via transcutaneous spinal stimulation of cervical and lumbar spinal enlargements. J Neurophysiol 2022; 127:1075-1085. [PMID: 35320019 PMCID: PMC8993515 DOI: 10.1152/jn.00456.2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 03/17/2022] [Accepted: 03/21/2022] [Indexed: 11/22/2022] Open
Abstract
The use of transcutaneous electrical spinal stimulation (TSS) to modulate sensorimotor networks after neurological insult has garnered much attention from both researchers and clinicians in recent years. Although many different stimulation paradigms have been reported, the interlimb effects of these neuromodulation techniques have been little studied. The effects of multisite TSS on interlimb sensorimotor function are of particular interest in the context of neurorehabilitation, as these networks have been shown to be important for functional recovery after neurological insult. The present study utilized a condition-test paradigm to investigate the effects of interenlargement TSS on spinal motor excitability in both cervical and lumbosacral motor pools. Additionally, comparison was made between the conditioning effects of lumbosacral and cervical TSS and peripheral stimulation of the fibular nerve and ulnar nerve, respectively. In 16/16 supine, relaxed participants, facilitation of spinally evoked motor responses (sEMRs) in arm muscles was seen in response to lumbosacral TSS or fibular nerve stimulation, whereas facilitation of sEMRs in leg muscles was seen in response to cervical TSS or ulnar nerve stimulation. The decreased latency between TSS- and peripheral nerve-evoked conditioning implicates interlimb networks in the observed facilitation of motor output. The results demonstrate the ability of multisite TSS to engage interlimb networks, resulting in the bidirectional influence of cervical and lumbosacral motor output. The engagement of interlimb networks via TSS of the cervical and lumbosacral enlargements represents a feasible method for engaging spinal sensorimotor networks in clinical populations with compromised motor function.NEW & NOTEWORTHY Bidirectional interlimb modulation of spinal motor excitability can be evoked by transcutaneous spinal stimulation over the cervical and lumbosacral enlargements. Multisite transcutaneous spinal stimulation engages spinal sensorimotor networks thought to be important in the recovery of function after spinal cord injury.
Collapse
Affiliation(s)
- D. A. Atkinson
- Doctor of Physical Therapy program, University of St. Augustine for Health Sciences, Austin, Texas
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, Texas
| | - A. G. Steele
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, Texas
- Department of Electrical and Computer Engineering, University of Houston, Houston, Texas
| | - G. A. Manson
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, Texas
- School of Kinesiology and Health Studies, Queen’s University, Kingston, Ontario, Canada
| | - J. Sheynin
- Department of Psychiatry and Behavioral Science, Texas A&M University Health Science Center, Houston, Texas
| | - J. Oh
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, Texas
| | - Y. P. Gerasimenko
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky
- Department of Physiology, University of Louisville, Louisville, Kentucky
- Pavlov Institute of Physiology, St. Petersburg, Russia
| | - D. G. Sayenko
- Department of Neurosurgery, Center for Neuroregeneration, Houston Methodist Research Institute, Houston, Texas
| |
Collapse
|
9
|
Simão CR, DE Holanda LJ, Urbini LF, Lacerda MO, Fernandes K, DA Silva PM, Morya E, Lindquist AR. Surface electromyography to identify top-down modulation in complete chronic spinal cord injury. Eur J Phys Rehabil Med 2022; 58:144-149. [PMID: 34468111 PMCID: PMC9980542 DOI: 10.23736/s1973-9087.21.06878-7] [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: 11/08/2022]
Abstract
BACKGROUND Complete spinal cord injury (SCI) is characterized by permanent loss of nerve impulse propagation through the injury level leading to complete loss of voluntary muscle contraction. However, clinically undetectable top-down modulation of lower limbs might be present and can be evidenced using surface electromyography (sEMG). CASE REPORT A subject with complete chronic SCI and no spasticity presents voluntary modulation of sEMG signal during a task-specific activity associated with sensory input. CLINICAL REHABILITATION IMPACT We present for the first time the spectral characterization of sEMG signal in response to orthostatic training associated with voluntary movement attempts in complete SCI. Behavior of sEMG signal varied according to kinematic properties of movement, reinforcing the voluntary influence of efferent pathways on motor output. Our findings will contribute to elaborate evaluation protocols to investigate the preservation of corticospinal activities, and to evolve more accessible strategies in a clinical setting.
Collapse
Affiliation(s)
- Camila R Simão
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil.,Graduate Program in Neuroengineering, Edmond and Lily Safra International Neuroscience Institute, Macaíba, Brazil.,Santos Dumont Institute, Macaíba, Brazil.,Anita Garibaldi Center for Education and Research in Health, Santos Dumont Institute, Macaíba, Brazil
| | - Ledycnarf J DE Holanda
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil.,Graduate Program in Neuroengineering, Edmond and Lily Safra International Neuroscience Institute, Macaíba, Brazil.,Santos Dumont Institute, Macaíba, Brazil
| | - Lilian F Urbini
- Graduate Program in Neuroengineering, Edmond and Lily Safra International Neuroscience Institute, Macaíba, Brazil.,Santos Dumont Institute, Macaíba, Brazil
| | - Matheus O Lacerda
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Karina Fernandes
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Patrícia M DA Silva
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil.,Graduate Program in Neuroengineering, Edmond and Lily Safra International Neuroscience Institute, Macaíba, Brazil.,Santos Dumont Institute, Macaíba, Brazil
| | - Edgard Morya
- Graduate Program in Neuroengineering, Edmond and Lily Safra International Neuroscience Institute, Macaíba, Brazil.,Santos Dumont Institute, Macaíba, Brazil.,Anita Garibaldi Center for Education and Research in Health, Santos Dumont Institute, Macaíba, Brazil
| | - Ana R Lindquist
- Graduate Program in Physical Therapy, Department of Physical Therapy, Federal University of Rio Grande do Norte, Natal, Brazil -
| |
Collapse
|
10
|
Balbinot G, Li G, Wiest MJ, Pakosh M, Furlan JC, Kalsi-Ryan S, Zariffa J. Properties of the surface electromyogram following traumatic spinal cord injury: a scoping review. J Neuroeng Rehabil 2021; 18:105. [PMID: 34187509 PMCID: PMC8244234 DOI: 10.1186/s12984-021-00888-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/27/2021] [Indexed: 12/23/2022] Open
Abstract
Traumatic spinal cord injury (SCI) disrupts spinal and supraspinal pathways, and this process is reflected in changes in surface electromyography (sEMG). sEMG is an informative complement to current clinical testing and can capture the residual motor command in great detail-including in muscles below the level of injury with seemingly absent motor activities. In this comprehensive review, we sought to describe how the sEMG properties are changed after SCI. We conducted a systematic literature search followed by a narrative review focusing on sEMG analysis techniques and signal properties post-SCI. We found that early reports were mostly focused on the qualitative analysis of sEMG patterns and evolved to semi-quantitative scores and a more detailed amplitude-based quantification. Nonetheless, recent studies are still constrained to an amplitude-based analysis of the sEMG, and there are opportunities to more broadly characterize the time- and frequency-domain properties of the signal as well as to take fuller advantage of high-density EMG techniques. We recommend the incorporation of a broader range of signal properties into the neurophysiological assessment post-SCI and the development of a greater understanding of the relation between these sEMG properties and underlying physiology. Enhanced sEMG analysis could contribute to a more complete description of the effects of SCI on upper and lower motor neuron function and their interactions, and also assist in understanding the mechanisms of change following neuromodulation or exercise therapy.
Collapse
Affiliation(s)
- Gustavo Balbinot
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada.
| | - Guijin Li
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
| | - Matheus Joner Wiest
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada
| | - Maureen Pakosh
- Library & Information Services, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Julio Cesar Furlan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
- Department of Medicine, Division of Physical Medicine and Rehabilitation, University of Toronto, Toronto, Canada
- Division of Physical Medicine and Rehabilitation, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Canada
| | - Sukhvinder Kalsi-Ryan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
- Department of Physical Therapy, University of Toronto, Toronto, Canada
| | - Jose Zariffa
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, ON, M5G 2A2, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
- Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada
| |
Collapse
|
11
|
Santamaria AJ, Benavides FD, Saraiva PM, Anderson KD, Khan A, Levi AD, Dietrich WD, Guest JD. Neurophysiological Changes in the First Year After Cell Transplantation in Sub-acute Complete Paraplegia. Front Neurol 2021; 11:514181. [PMID: 33536992 PMCID: PMC7848788 DOI: 10.3389/fneur.2020.514181] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 11/05/2020] [Indexed: 12/15/2022] Open
Abstract
Neurophysiological testing can provide quantitative information about motor, sensory, and autonomic system connectivity following spinal cord injury (SCI). The clinical examination may be insufficiently sensitive and specific to reveal evolving changes in neural circuits after severe injury. Neurophysiologic data may provide otherwise imperceptible circuit information that has rarely been acquired in biologics clinical trials in SCI. We reported a Phase 1 study of autologous purified Schwann cell suspension transplantation into the injury epicenter of participants with complete subacute thoracic SCI, observing no clinical improvements. Here, we report longitudinal electrophysiological assessments conducted during the trial. Six participants underwent neurophysiology screening pre-transplantation with three post-transplantation neurophysiological assessments, focused on the thoracoabdominal region and lower limbs, including MEPs, SSEPs, voluntarily triggered EMG, and changes in GSR. We found several notable signals not detectable by clinical exam. In all six participants, thoracoabdominal motor connectivity was detected below the clinically assigned neurological level defined by sensory preservation. Additionally, small voluntary activations of leg and foot muscles or positive lower extremity MEPs were detected in all participants. Voluntary EMG was most sensitive to detect leg motor function. The recorded MEP amplitudes and latencies indicated a more caudal thoracic level above which amplitude recovery over time was observed. In contrast, further below, amplitudes showed less improvement, and latencies were increased. Intercostal spasms observed with EMG may also indicate this thoracic “motor level.” Galvanic skin testing revealed autonomic dysfunction in the hands above the injury levels. As an open-label study, we can establish no clear link between these observations and cell transplantation. This neurophysiological characterization may be of value to detect therapeutic effects in future controlled studies.
Collapse
Affiliation(s)
- Andrea J Santamaria
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - Francisco D Benavides
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - Pedro M Saraiva
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - Kimberly D Anderson
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States.,The Department of Neurological Surgery, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - Aisha Khan
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States.,Miller School of Medicine, The Interdisciplinary Stem Cell Institute, The University of Miami, Miami, FL, United States
| | - Allan D Levi
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States.,The Department of Neurological Surgery, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - W Dalton Dietrich
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States.,The Department of Neurological Surgery, Miller School of Medicine, The University of Miami, Miami, FL, United States
| | - James D Guest
- The Miami Project to Cure Paralysis, Miller School of Medicine, The University of Miami, Miami, FL, United States.,The Department of Neurological Surgery, Miller School of Medicine, The University of Miami, Miami, FL, United States
| |
Collapse
|
12
|
Singh R, Wadhwani J, Meena VS, Sharma P, Kaur K, Svareen. Electrophysiological Study in Acute Spinal Cord Injury Patients: Its Correlation to Neurological Deficit and Subsequent Recovery Assessment by ASIA Score. Indian J Orthop 2020; 54:678-686. [PMID: 32850033 PMCID: PMC7429802 DOI: 10.1007/s43465-020-00108-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Accepted: 04/07/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND To investigate the relationship between neurological deficit and subsequent recovery as assessed by ASIA score and findings of electrodiagnostic study in acute spinal cord injury (SCI) patients. METHODS Thirty-five patients with acute SCI presenting within 48 h of injury were clinically evaluated for the level, extent, and severity of SCI according to the ASIA standards in a tertiary-level care center. Electrodiagnostic studies of bilateral two motor (tibial and peroneal), one sensory (sural) nerves, and five muscles [iliopsoas, vastus medialis, tibialis anterior, gastrocnemius, and extensor hallucis longus (EHL)] were conducted and repeated at 3 months and 6 months. RESULTS The neurological recovery was highly significant (p < 0.001) at 6 months. The difference in mean amplitude was statistically significant (p < 0.05) for all the nerves; mean conduction velocity significant for peroneal and sural nerves, and with no significant difference in mean latency. The differences in mean recruitment of motor unit potential (MUP) and mean peak-to-peak amplitude were highly significant (p < 0.001). Statistically significant kappa agreement between neurological recovery according to ASIA score and nerve conduction velocity was found for right tibial nerve (K = 0.324); electromyography finding of recruitment of MUP with right and left tibialis anterior (k = 0.400) and left EHL (k = 0.407); peak-to-peak amplitude with right tibialis anterior (k = 0.211), right gastrocnemius (k = 0.390), and right EHL (k = 0.211). CONCLUSIONS There is a strong relationship between electrodiagnostic findings and ASIA scoring to predict neurological deficit and subsequent recovery after acute traumatic SCI. Serial neurologic evaluation by ASIA score and electrodiagnostic studies may help in designing customized rehabilitation programs for the patients according to the expected neurological recovery; and evaluating future research in the field of SCI with more scientific authenticity.
Collapse
Affiliation(s)
- Roop Singh
- Department of Orthopaedic Surgery, Paraplegia and Rehabilitation, Pt. B.D. Sharma PGIMS, 52/9-J, Medical Enclave, Rohtak, Haryana 124001 India
| | - Jitendra Wadhwani
- Department of Orthopaedic Surgery, Paraplegia and Rehabilitation, Pt. B.D. Sharma PGIMS, 52/9-J, Medical Enclave, Rohtak, Haryana 124001 India
| | - Vijay Singh Meena
- Department of Orthopaedic Surgery, Paraplegia and Rehabilitation, Pt. B.D. Sharma PGIMS, 52/9-J, Medical Enclave, Rohtak, Haryana 124001 India
| | - Pankaj Sharma
- Department of Orthopaedic Surgery, Paraplegia and Rehabilitation, Pt. B.D. Sharma PGIMS, 52/9-J, Medical Enclave, Rohtak, Haryana 124001 India
| | - Kiranpreet Kaur
- Department of Anaesthesiology and Critical Care, Pt. B.D. Sharma PGIMS, Rohtak, Haryana 124001 India
| | - Svareen
- Baba Saheb Ambedkar Medical College, Rohini, New Delhi, India
| |
Collapse
|
13
|
Interlimb conditioning of lumbosacral spinally evoked motor responses after spinal cord injury. Clin Neurophysiol 2020; 131:1519-1532. [PMID: 32403065 DOI: 10.1016/j.clinph.2020.03.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 02/11/2020] [Accepted: 03/06/2020] [Indexed: 11/24/2022]
Abstract
OBJECTIVE The importance of subcortical pathways to functional motor recovery after spinal cord injury (SCI) has been demonstrated in multiple animal models. The current study evaluated descending interlimb influence on lumbosacral motor excitability after chronic SCI in humans. METHODS Ulnar nerve stimulation and transcutaneous electrical spinal stimulation were used in a condition-test paradigm to evaluate the presence of interlimb connections linking the cervical and lumbosacral spinal segments in non-injured (n=15) and spinal cord injured (SCI) (n=18) participants. RESULTS Potentiation of spinally evoked motor responses (sEMRs) by ulnar nerve conditioning was observed in 7/7 SCI participants with volitional leg muscle activation, and in 6/11 SCI participants with no volitional activation. Of these six, conditioning of sEMRs was present only when the neurological level of injury was rostral to the ulnar innervation entry zones. CONCLUSIONS Descending modulation of lumbosacral motor pools via interlimb projections may exist in SCI participants despite the absence of volitional leg muscle activation. SIGNIFICANCE Evaluation of sub-clinical, spared pathways within the spinal cord after SCI may provide an improved understanding of both the contributions of different pathways to residual function, and the mechanisms of plasticity and functional motor recovery following rehabilitation..
Collapse
|
14
|
Atkinson DA, Mendez L, Goodrich N, Aslan SC, Ugiliweneza B, Behrman AL. Muscle Activation Patterns During Movement Attempts in Children With Acquired Spinal Cord Injury: Neurophysiological Assessment of Residual Motor Function Below the Level of Lesion. Front Neurol 2019; 10:1295. [PMID: 31920919 PMCID: PMC6933608 DOI: 10.3389/fneur.2019.01295] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 11/25/2019] [Indexed: 11/26/2022] Open
Abstract
Introduction: Characterization of residual neuromotor capacity after spinal cord injury (SCI) is challenging. The current gold standard for measurement of sensorimotor function after SCI, the International Society for Neurological Classification of Spinal Cord Injury (ISNCSCI) exam, seeks to determine isolated intentional muscle activation, however many individuals with SCI exhibit intentional movements and muscle activation patterns which are not confined to specific joint or muscle. Further, isolated muscle activation is a feature of the neuromuscular system that emerges during development, and thus may not be an appropriate measurement standard for children younger than 6. Methods: We utilized neurophysiological assessment methodology, long studied in adult SCI populations, to evaluate residual neuromotor capacity in 24 children with SCI, as well as 19 typically developing (TD) children. Surface electromyography (EMG) signals were recorded from 11 muscles bilaterally, representing spinal motor output from all regions (i.e., cervical, thoracic, and lumbosacral), during standardized movement attempts. EMG records were subjectively analyzed based on spatiotemporal muscle activation characteristics, while the voluntary response index (VRI) was utilized for objective analysis of unilateral leg movement tasks. Results: Evidence of intentional leg muscle activation below the level of lesion was found in 11/24 children with SCI, and was classified based on activation pattern. Trace activation, bilateral (generalized) activation, and unilateral or isolated activation occurred in 32, 49, and 8% of movement tasks, respectively. Similarly, VRI analyses objectively identified significant differences between TD and SCI children in both magnitude (p < 0.01) and similarity index (p < 0.05) for all unilateral leg movement tasks. Activation of the erector spinae muscles, recorded at the T10–T12 vertebral level, was observed in all children with SCI, regardless of injury level or severity. Conclusions: Residual descending influence on spinal motor circuits may be present after SCI in children. Assessment of multi-muscle activation patterns during intentional movement attempts can provide objective evidence of the presence and extent of such residual muscle activation, and may provide an indicator of motor recovery potential following injury. The presence of residual intentional muscle activation has important implications for rehabilitation following pediatric-onset SCI.
Collapse
Affiliation(s)
- Darryn A Atkinson
- Doctor of Physical Therapy Program, University of St. Augustine for Health Sciences, Austin, TX, United States
| | - Laura Mendez
- Kosair Charities Center for Pediatric NeuroRecovery, University of Louisville, Louisville, KY, United States.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, United States
| | - Natalie Goodrich
- Kosair Charities Center for Pediatric NeuroRecovery, University of Louisville, Louisville, KY, United States.,Pediatric Neurorecovery Program, Frazier Rehab Institute, Louisville, KY, United States
| | - Sevda C Aslan
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, United States.,Department of Neurological Surgery, University of Louisville, Louisville, KY, United States
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, United States.,Department of Neurological Surgery, University of Louisville, Louisville, KY, United States
| | - Andrea L Behrman
- Kosair Charities Center for Pediatric NeuroRecovery, University of Louisville, Louisville, KY, United States.,Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY, United States.,Department of Neurological Surgery, University of Louisville, Louisville, KY, United States
| |
Collapse
|
15
|
Santamaría AJ, Benavides FD, DiFede DL, Khan A, Pujol MV, Dietrich WD, Marttos A, Green BA, Hare JM, Guest JD. Clinical and Neurophysiological Changes after Targeted Intrathecal Injections of Bone Marrow Stem Cells in a C3 Tetraplegic Subject. J Neurotrauma 2018; 36:500-516. [PMID: 29790404 DOI: 10.1089/neu.2018.5716] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
High-level quadriplegia is a devastating condition with limited treatment options. Bone marrow derived stem cells (BMSCs) are reported to have immunomodulatory and neurotrophic effects in spinal cord injury (SCI). We report a subject with complete C2 SCI who received three anatomically targeted intrathecal infusions of BMSCs under a single-patient expanded access investigational new drug (IND). She underwent intensive physical therapy and was followed for >2 years. At end-point, her American Spinal Injury Association Impairment Scale (AIS) grade improved from A to B, and she recovered focal pressure touch sensation over several body areas. We conducted serial neurophysiological testing to monitor changes in residual connectivity. Motor, sensory, and autonomic system testing included motor evoked potentials (MEPs), somatosensory evoked potentials (SSEPs), electromyography (EMG) recordings, F waves, galvanic skin responses, and tilt-table responses. The quality and magnitude of voluntary EMG activations increased over time, but remained below the threshold of clinically obvious movement. Unexpectedly, at 14 months post-injury, deep inspiratory maneuvers triggered respiratory-like EMG bursting in the biceps and several other muscles. This finding means that connections between respiratory neurons and motor neurons were newly established, or unmasked. We also report serial analysis of MRI, International Standards for Neurological Classification of SCI (ISNCSCI), pulmonary function, pain scores, cerebrospinal fluid (CSF) cytokines, and bladder assessment. As a single case, the linkage of the clinical and neurophysiological changes to either natural history or to the BMSC infusions cannot be resolved. Nevertheless, such detailed neurophysiological assessment of high cervical SCI patients is rarely performed. Our findings indicate that electrophysiology studies are sensitive to define both residual connectivity and new plasticity.
Collapse
Affiliation(s)
- Andrea J Santamaría
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida
| | - Francisco D Benavides
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida
| | - Darcy L DiFede
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - Aisha Khan
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - Marietsy V Pujol
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - W Dalton Dietrich
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida.,3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
| | - Antonio Marttos
- 4 Surgical Critical Care, University of Miami, Miller School of Medicine, Miami, Florida
| | - Barth A Green
- 3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
| | - Joshua M Hare
- 2 Interdisciplinary Stem Cell Institute, University of Miami, Miller School of Medicine, Miami, Florida
| | - James D Guest
- 1 The Miami Project to Cure Paralysis, University of Miami, Miller School of Medicine, Miami, Florida.,3 Department of Neurological Surgery, University of Miami, Miller School of Medicine, Miami, Florida
| |
Collapse
|
16
|
Rejc E, Angeli CA, Atkinson D, Harkema SJ. Motor recovery after activity-based training with spinal cord epidural stimulation in a chronic motor complete paraplegic. Sci Rep 2017; 7:13476. [PMID: 29074997 PMCID: PMC5658385 DOI: 10.1038/s41598-017-14003-w] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Accepted: 10/05/2017] [Indexed: 11/17/2022] Open
Abstract
The prognosis for recovery of motor function in motor complete spinal cord injured (SCI) individuals is poor. Our research team has demonstrated that lumbosacral spinal cord epidural stimulation (scES) and activity-based training can progressively promote the recovery of volitional leg movements and standing in individuals with chronic clinically complete SCI. However, scES was required to perform these motor tasks. Herein, we show the progressive recovery of voluntary leg movement and standing without scES in an individual with chronic, motor complete SCI throughout 3.7 years of activity-based interventions utilizing scES configurations customized for the different motor tasks that were specifically trained (standing, stepping, volitional leg movement). In particular, this report details the ongoing neural adaptations that allowed a functional progression from no volitional muscle activation to a refined, task-specific activation pattern and movement generation during volitional attempts without scES. Similarly, we observed the re-emergence of muscle activation patterns sufficient for standing with independent knee and hip extension. These findings highlight the recovery potential of the human nervous system after chronic clinically motor complete SCI.
Collapse
Affiliation(s)
- Enrico Rejc
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA.,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Claudia A Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA.,Frazier Rehab Institute, Louisville, Kentucky, USA
| | - Darryn Atkinson
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA.,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA
| | - Susan J Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, USA. .,Department of Neurological Surgery, University of Louisville, Louisville, Kentucky, USA. .,Frazier Rehab Institute, Louisville, Kentucky, USA.
| |
Collapse
|
17
|
The corticomotor projection to liminally-contractable forearm muscles in chronic spinal cord injury: a transcranial magnetic stimulation study. Spinal Cord 2016; 55:362-366. [PMID: 27995943 DOI: 10.1038/sc.2016.161] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 07/22/2016] [Accepted: 09/26/2016] [Indexed: 01/03/2023]
Abstract
STUDY DESIGN A cross-sectional study in chronic spinal cord injury with cervical lesions (cSCI). OBJECTIVE To determine the corticomotor projection and motor cortex organization of paralyzed forearm muscles that presented only liminal voluntary activation. SETTING Burke Medical Research Institute, White Plains, NY, USA. METHODS We identified ten people with chronic SCI who had a wrist flexor or extensor muscle with a motor power (MP) of 1 over 5. We recorded motor evoked potentials (MEPs) to transcranial magnetic stimulation (TMS) over the primary motor cortex of the hemisphere contralateral to the target muscle. We measured resting motor threshold (RMT), corticomotor latency (LTY), MEP amplitude (AMP) and performed cortical motor mapping to determine the optimal site (OPT) and map area (AREA). Results were compared with the data from 18 controls. RESULTS A MEP in the target muscle was observed for all cSCI cases. LTY was normal, while corticomotor excitability (as determined by RMT and AMP) was reduced in about half of the group. The OPT site of the motor maps was within control range for all cSCI cases, while AREA was reduced in three cases. CONCLUSIONS Corticomotor conduction and cortical topography were appreciably normal despite only liminal activation of the target muscle with voluntary effort. Muscles with these characteristics may benefit from a targeted rehabilitation program even in the chronic phase after SCI.
Collapse
|
18
|
Yokota K, Saito T, Kobayakawa K, Kubota K, Hara M, Murata M, Ohkawa Y, Iwamoto Y, Okada S. The feasibility of in vivo imaging of infiltrating blood cells for predicting the functional prognosis after spinal cord injury. Sci Rep 2016; 6:25673. [PMID: 27156468 PMCID: PMC4860707 DOI: 10.1038/srep25673] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 04/21/2016] [Indexed: 02/08/2023] Open
Abstract
After a spinal cord injury (SCI), a reliable prediction of the potential functional outcome is essential for determining the optimal treatment strategy. Despite recent advances in the field of neurological assessment, there is still no satisfactory methodology for predicting the functional outcome after SCI. We herein describe a novel method to predict the functional outcome at 12 hours after SCI using in vivo bioluminescence imaging. We produced three groups of SCI mice with different functional prognoses: 50 kdyn (mild), 70 kdyn (moderate) and 90 kdyn (severe). Only the locomotor function within 24 hours after SCI was unable to predict subsequent functional recovery. However, both the number of infiltrating neutrophils and the bioluminescence signal intensity from infiltrating blood cells were found to correlate with the severity of the injury at 12 hours after SCI. Furthermore, a strong linear relationship was observed among the number of infiltrating neutrophils, the bioluminescence signal intensity, and the severity of the injury. Our findings thus indicate that in vivo bioluminescence imaging is able to accurately predict the long-term functional outcome in the hyperacute phase of SCI, thereby providing evidence that this imaging modality could positively contribute to the future development of tailored therapeutic approaches for SCI.
Collapse
Affiliation(s)
- Kazuya Yokota
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Takeyuki Saito
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Kazu Kobayakawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Kensuke Kubota
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Masamitsu Hara
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Masaharu Murata
- Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yasuyuki Ohkawa
- Department of Transcriptomics, JST-CREST, Medical Institute of Bioregulation, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Yukihide Iwamoto
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Seiji Okada
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan.,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| |
Collapse
|
19
|
Rejc E, Angeli C, Harkema S. Effects of Lumbosacral Spinal Cord Epidural Stimulation for Standing after Chronic Complete Paralysis in Humans. PLoS One 2015. [PMID: 26207623 PMCID: PMC4514797 DOI: 10.1371/journal.pone.0133998] [Citation(s) in RCA: 115] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Sensory and motor complete spinal cord injury (SCI) has been considered functionally complete resulting in permanent paralysis with no recovery of voluntary movement, standing or walking. Previous findings demonstrated that lumbosacral spinal cord epidural stimulation can activate the spinal neural networks in one individual with motor complete, but sensory incomplete SCI, who achieved full body weight-bearing standing with independent knee extension, minimal self-assistance for balance and minimal external assistance for facilitating hip extension. In this study, we showed that two clinically sensory and motor complete participants were able to stand over-ground bearing full body-weight without any external assistance, using their hands to assist balance. The two clinically motor complete, but sensory incomplete participants also used minimal external assistance for hip extension. Standing with the least amount of assistance was achieved with individual-specific stimulation parameters, which promoted overall continuous EMG patterns in the lower limbs’ muscles. Stimulation parameters optimized for one individual resulted in poor standing and additional need of external assistance for hip and knee extension in the other participants. During sitting, little or negligible EMG activity of lower limb muscles was induced by epidural stimulation, showing that the weight-bearing related sensory information was needed to generate sufficient EMG patterns to effectively support full weight-bearing standing. In general, electrode configurations with cathodes selected in the caudal region of the array at relatively higher frequencies (25–60 Hz) resulted in the more effective EMG patterns for standing. These results show that human spinal circuitry can generate motor patterns effective for standing in the absence of functional supraspinal connections; however the appropriate selection of stimulation parameters is critical.
Collapse
Affiliation(s)
- Enrico Rejc
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, United States of America
| | - Claudia Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, United States of America
- Frazier Rehab Institute, Kentucky One Health, Louisville, Kentucky, United States of America
| | - Susan Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, Kentucky, United States of America
- Frazier Rehab Institute, Kentucky One Health, Louisville, Kentucky, United States of America
- * E-mail:
| |
Collapse
|
20
|
Bjerkefors A, Squair JW, Malik R, Lam T, Chen Z, Carpenter MG. Diagnostic accuracy of common clinical tests for assessing abdominal muscle function after motor-complete spinal cord injury above T6. Spinal Cord 2014; 53:114-9. [PMID: 25420495 DOI: 10.1038/sc.2014.202] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 09/07/2014] [Accepted: 09/09/2014] [Indexed: 12/14/2022]
Abstract
STUDY DESIGN Diagnostic study. OBJECTIVES The objective of this study was to compare patterns of electromyography (EMG) recordings of abdominal muscle function in persons with motor-complete spinal cord injury (SCI) above T6 and in able-bodied controls, and to determine whether manual examination or ultrasound measures of muscle activation can be accurate alternatives to EMG. SETTING Research center focused on SCI and University laboratory, Vancouver, Canada. METHODS Thirteen people with SCI (11 with American Spinal Injury Association Impairment Scale (AIS) A and 2 AIS B; C4-T5), and 13 matched able-bodied participants volunteered for the study. Participants completed trunk tasks during manual examination of the abdominal muscles and then performed maximal voluntary isometric contractions, while EMG activity and muscle thickness changes were recorded. The frequency of muscle responses detected by manual examination and ultrasound were compared with detection by EMG (sensitivity and specificity). RESULTS All individuals with SCI were able to elicit EMG activity above resting levels in at least one abdominal muscle during one task. In general, the activation pattern was task specific, confirming voluntary control of the muscles. Ultrasound, when compared with EMG, showed low sensitivity but was highly specific in its ability to detect preserved abdominal muscle function in persons with SCI. Conversely, manual examination was more sensitive than ultrasound but showed lower specificity. CONCLUSION The results from this study confirm preserved voluntary abdominal muscle function in individuals classified with motor-complete SCI above T6 and highlight the need for further research in developing more accurate clinical measures to diagnose the level of trunk muscle preservation in individuals with SCI.
Collapse
Affiliation(s)
- A Bjerkefors
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada [3] Department of Neuroscience, Karolinska Institute, Stockholm, Sweden [4] Biomechanics and Motor Control Laboratory, The Swedish School of Sport and Health Sciences (GIH), Stockholm, Sweden
| | - J W Squair
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada [3] Department of Neuroscience, Karolinska Institute, Stockholm, Sweden [4] Biomechanics and Motor Control Laboratory, The Swedish School of Sport and Health Sciences (GIH), Stockholm, Sweden
| | - R Malik
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada
| | - T Lam
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada
| | - Z Chen
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada
| | - M G Carpenter
- 1] School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada [2] International Collaboration of Repair Discoveries, University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
21
|
Krishna V, Andrews H, Varma A, Mintzer J, Kindy MS, Guest J. Spinal cord injury: how can we improve the classification and quantification of its severity and prognosis? J Neurotrauma 2014; 31:215-27. [PMID: 23895105 DOI: 10.1089/neu.2013.2982] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The preservation of functional neural tissue after spinal cord injury (SCI) is the basis for spontaneous neurological recovery. Some injured patients in the acute phase have more potential for recovery than others. This fact is problematic for the construction of clinical trials because enrollment of subjects with variable recovery potential makes it difficult to detect effects, requires large sample sizes, and risks Type II errors. In addition, the current methods to assess injury and recovery are non-quantitative and not sensitive. It is likely that therapeutic combinations will be necessary to cause substantially improved function after SCI, thus we need highly sensitive techniques to evaluate changes in motor, sensory, autonomic and other functions. We review several emerging neurophysiological techniques with high sensitivity. Quantitative methods to evaluate residual tissue sparing after severe acute SCI have not entered widespread clinical use. This reduces the ability to correlate structural preservation with clinical outcome following SCI resulting in enrollment of subjects with varying patterns of tissue preservation and injury into clinical trials. We propose that the inclusion of additional measures of injury severity, pattern, and individual genetic characteristics may enable stratification in clinical trials to make the testing of therapeutic interventions more effective and efficient. New imaging techniques to assess tract injury and demyelination and methods to quantify tissue injury, inflammatory markers, and neuroglial biochemical changes may improve the evaluation of injury severity, and the correlation with neurological outcome, and measure the effects of treatment more robustly than is currently possible. The ability to test such a multimodality approach will require a high degree of collaboration between clinical and research centers and government research support. When the most informative of these assessments is determined, it may be possible to identify patients with substantial recovery potential, improve selection criteria and conduct more efficient clinical trials.
Collapse
Affiliation(s)
- Vibhor Krishna
- 1 Department of Neurosciences, Medical University of South Carolina , Charleston, South Carolina
| | | | | | | | | | | |
Collapse
|
22
|
Angeli CA, Edgerton VR, Gerasimenko YP, Harkema SJ. Altering spinal cord excitability enables voluntary movements after chronic complete paralysis in humans. ACTA ACUST UNITED AC 2014; 137:1394-409. [PMID: 24713270 DOI: 10.1093/brain/awu038] [Citation(s) in RCA: 464] [Impact Index Per Article: 46.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Previously, we reported that one individual who had a motor complete, but sensory incomplete spinal cord injury regained voluntary movement after 7 months of epidural stimulation and stand training. We presumed that the residual sensory pathways were critical in this recovery. However, we now report in three more individuals voluntary movement occurred with epidural stimulation immediately after implant even in two who were diagnosed with a motor and sensory complete lesion. We demonstrate that neuromodulating the spinal circuitry with epidural stimulation, enables completely paralysed individuals to process conceptual, auditory and visual input to regain relatively fine voluntary control of paralysed muscles. We show that neuromodulation of the sub-threshold motor state of excitability of the lumbosacral spinal networks was the key to recovery of intentional movement in four of four individuals diagnosed as having complete paralysis of the legs. We have uncovered a fundamentally new intervention strategy that can dramatically affect recovery of voluntary movement in individuals with complete paralysis even years after injury.
Collapse
Affiliation(s)
- Claudia A Angeli
- 1 Frazier Rehab Institute, Kentucky One Health, Louisville, KY, USA
| | | | | | | |
Collapse
|
23
|
Aarabi B, Harrop JS, Tator CH, Alexander M, Dettori JR, Grossman RG, Fehlings MG, Mirvis SE, Shanmuganathan K, Zacherl KM, Burau KD, Frankowski RF, Toups E, Shaffrey CI, Guest JD, Harkema SJ, Habashi NM, Andrews P, Johnson MM, Rosner MK. Predictors of pulmonary complications in blunt traumatic spinal cord injury. J Neurosurg Spine 2013; 17:38-45. [PMID: 22985369 DOI: 10.3171/2012.4.aospine1295] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECT Pulmonary complications are the most common acute systemic adverse events following spinal cord injury (SCI), and contribute to morbidity, mortality, and increased length of hospital stay (LOS). Identification of factors associated with pulmonary complications would be of value in prevention and acute care management. Predictors of pulmonary complications after SCI and their effect on neurological recovery were prospectively studied between 2005 and 2009 at the 9 hospitals in the North American Clinical Trials Network (NACTN). METHODS The authors sought to address 2 specific aims: 1) define and analyze the predictors of moderate and severe pulmonary complications following SCI; and 2) investigate whether pulmonary complications negatively affected the American Spinal Injury Association (ASIA) Impairment Scale conversion rate of patients with SCI. The NACTN registry of the demographic data, neurological findings, imaging studies, and acute hospitalization duration of patients with SCI was used to analyze the incidence and severity of pulmonary complications in 109 patients with early MR imaging and long-term follow-up (mean 9.5 months). Univariate and Bayesian logistic regression analyses were used to analyze the data. RESULTS In this study, 86 patients were male, and the mean age was 43 years. The causes of injury were motor vehicle accidents and falls in 80 patients. The SCI segmental level was in the cervical, thoracic, and conus medullaris regions in 87, 14, and 8 patients, respectively. Sixty-four patients were neurologically motor complete at the time of admission. The authors encountered 87 complications in 51 patients: ventilator-dependent respiratory failure (26); pneumonia (25); pleural effusion (17); acute lung injury (6); lobar collapse (4); pneumothorax (4); pulmonary embolism (2); hemothorax (2), and mucus plug (1). Univariate analysis indicated associations between pulmonary complications and younger age, sports injuries, ASIA Impairment Scale grade, ascending neurological level, and lesion length on the MRI studies at admission. Bayesian logistic regression indicated a significant relationship between pulmonary complications and ASIA Impairment Scale Grades A (p = 0.0002) and B (p = 0.04) at admission. Pulmonary complications did not affect long-term conversion of ASIA Impairment Scale grades. CONCLUSIONS The ASIA Impairment Scale grade was the fundamental clinical entity predicting pulmonary complications. Although pulmonary complications significantly increased LOS, they did not increase mortality rates and did not adversely affect the rate of conversion to a better ASIA Impairment Scale grade in patients with SCI. Maximum canal compromise, maximum spinal cord compression, and Acute Physiology and Chronic Health Evaluation-II score had no relationship to pulmonary complications.
Collapse
Affiliation(s)
- Bizhan Aarabi
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|