Neuromodulation with transcutaneous spinal stimulation reveals different groups of motor profiles during robot-guided stepping in humans with incomplete spinal cord injury

被引:0
作者
Matthias J. Krenn
Jason M. White
Dobrivoje S. Stokic
Keith E. Tansey
机构
[1] University of Mississippi Medical Center,Department of Neurosurgery
[2] Center for Neuroscience and Neurological Recovery,Paralysis Center, Department of Neurosurgery
[3] Methodist Rehabilitation Center,Department of Biomedical Engineering
[4] Massachusetts General Hospital,Department of Physiology
[5] Georgia Institute of Technology,Spinal Cord Injury Medicine and Research Services
[6] Emory University,undefined
[7] VA Medical Center,undefined
来源
Experimental Brain Research | 2023年 / 241卷
关键词
Spinal cord injury; Neuromodulation; Electrical stimulation; Motor control; Locomotion; Robotic gait orthosis;
D O I
暂无
中图分类号
学科分类号
摘要
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.
引用
收藏
页码:365 / 382
页数:17
相关论文
共 50 条
  • [31] Modulation of single motor unit discharges using magnetic stimulation of the motor cortex in incomplete spinal cord injury
    Smith, HC
    Davey, NJ
    Savic, G
    Maskill, DW
    Ellaway, PH
    Jamous, MA
    Frankel, HL
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2000, 68 (04) : 516 - 520
  • [32] Exposure to Acute Intermittent Hypoxia Augments Somatic Motor Function in Humans With Incomplete Spinal Cord Injury
    Trumbower, Randy D.
    Jayaraman, Arun
    Mitchell, Gordon S.
    Rymer, William Z.
    NEUROREHABILITATION AND NEURAL REPAIR, 2012, 26 (02) : 163 - 172
  • [33] Afferent electrical stimulation during cycling improves spinal processing of sensorimotor function after incomplete spinal cord injury
    Piazza, Stefano
    Serrano-Munoz, Diego
    Gomez-Soriano, Julio
    Torricelli, Diego
    Segura-Fragosa, Antonio
    Luis Ponsa, Jose
    Taylor, Julian
    NEUROREHABILITATION, 2017, 40 (03) : 429 - 437
  • [34] Epidural Electrical Stimulation of the Lumbosacral Spinal Cord Improves Trunk Stability During Seated Reaching in Two Humans With Severe Thoracic Spinal Cord Injury
    Gill, Megan
    Linde, Margaux
    Fautsch, Kalli
    Hale, Rena
    Lopez, Cesar
    Veith, Daniel
    Calvert, Jonathan
    Beck, Lisa
    Garlanger, Kristin
    Edgerton, Reggie
    Sayenko, Dimitry
    Lavrov, Igor
    Thoreson, Andrew
    Grahn, Peter
    Zhao, Kristin
    FRONTIERS IN SYSTEMS NEUROSCIENCE, 2020, 14
  • [35] Non-invasive cerebral and spinal cord stimulation for motor and gait recovery in incomplete spinal cord injury: systematic review and meta-analysis
    Agustin Hernandez-Navarro
    Aina Ros-Alsina
    Muhammed Yurtseven
    Mark Wright
    Hatice Kumru
    Journal of NeuroEngineering and Rehabilitation, 22 (1)
  • [36] Responses of thenar muscles to transcranial magnetic stimulation of the motor cortex in patients with incomplete spinal cord injury
    Davey, NJ
    Smith, HC
    Wells, E
    Maskill, DW
    Savic, G
    Ellaway, PH
    Frankel, HL
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 1998, 65 (01) : 80 - 87
  • [37] Fatigability during volitional walking in incomplete spinal cord injury: cardiorespiratory and motor performance considerations
    Jared M.Gollie
    NeuralRegenerationResearch, 2018, 13 (05) : 786 - 790
  • [38] Arm and leg coordination during treadmill walking in individuals with motor incomplete spinal cord injury: A preliminary study
    Tester, Nicole J.
    Barbeau, Hugues
    Howland, Dena R.
    Cantrell, Amy
    Behrman, Andrea L.
    GAIT & POSTURE, 2012, 36 (01) : 49 - 55
  • [39] Neuromodulation with transcranial direct current stimulation contributes to motor function recovery via microglia in spinal cord injury
    Oishi, Ryotaro
    Takeda, Ikuko
    Ode, Yukihito
    Okada, Yuya
    Kato, Daisuke
    Nakashima, Hiroaki
    Imagama, Shiro
    Wake, Hiroaki
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [40] Fatigability during volitional walking in incomplete spinal cord injury: cardiorespiratory and motor performance considerations
    Gollie, Jared M.
    NEURAL REGENERATION RESEARCH, 2018, 13 (05) : 786 - 790