Motor recovery after activity-based training with spinal cord epidural stimulation in a chronic motor complete paraplegic

Enrico Rejc, Claudia A Angeli, Darryn Atkinson, Susan J Harkema, Enrico Rejc, Claudia A Angeli, Darryn Atkinson, Susan J Harkema

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.

Conflict of interest statement

The authors declare that they have no competing interests.

Figures

Figure 1
Figure 1
Experimental protocol timeline. Panel (A) Standard of care and outpatient rehabilitation (locomotor training, LT) within the initial 21 months since injury. Panel (B) Experimental sessions (t a to t8) and activity-based interventions performed prior to and after scES implant (see text for details).
Figure 2
Figure 2
Quantitative joint probability density distributions analysis. The scatterplot obtained by the joint probability density distributions analysis (Hutchison et al.), which describes the amplitude and temporal interrelationships of the EMG signals from two muscles (Ma and Mb), was divided into four areas (A,B,C and D) that were determined by setting a threshold equal to 10% of the of the EMG amplitude full scale values.
Figure 3
Figure 3
Volitional attempts to perform hip flexion. Panel (A) Electromyography (EMG) activity and hip joint angle recorded during representative attempts to volitionally perform right hip flexion in the supine position without scES after 80 sessions of locomotor training without scES (t1), after 9.5 months (t3) and after 44 months (t8) of activity-based training with scEs (see Fig. 1 for details). Panel (B) Probability density distribution of EMG amplitudes between the iliopsoas (IL, hip flexor) and the medial hamstrings (MH, hip extensors) calculated during the volitional attempts (data comprised between the two vertical grey dotted lines in Panel A) performed at the experimental time points t1, t3 and t8. Panel (C) EMG amplitude recorded during the volitional attempts, normalized by background (resting) EMG amplitude, and the resulting amount of hip flexion. Kinematics was not recorded at experimental time point t a. Panel (D) Quantitative probability density distribution of EMG amplitudes between iliopsoas and medial hamstrings calculated during the volitional attempts. Black and green indicate the amount of co-contraction at low or high level of activation, respectively (area A and D showed in Fig. 2). Blue and red indicate the isolate activation of iliopsoas or medial hamstrings, respectively (area C and B showed in Fig. 2). EMG was recorded from the following muscles of the right lower limb: IL, iliopsoas; GL, gluteus maximus; MH, medial hamstring; VL, vastus lateralis; TA, tibialis anterior; SOL, soleus. At the experimental time point t a, rectus femoris (RF) was monitored instead of IL as representative hip flexor. EMG activity from intercostal (IC) muscle was recorded to monitor the volitional effort onset.
Figure 4
Figure 4
Volitional attempts to perform knee extension. Panel (A) Electromyography (EMG) activity recorded during representative attempts to volitionally perform right knee extension in the supine position without scES after 80 sessions of locomotor training without scES (t b), after 9.5 months (t3) and after 44 months (t8) of activity-based training with scEs (see Fig. 1 for details). Panel (B) Probability density distribution of EMG amplitudes between the vastus lateralis (VL, knee extensor) and the medial hamstrings (MH, knee flexors) calculated during the volitional attempts (data comprised between the two vertical grey dotted lines in Panel A) performed at the experimental time points t b, t3 and t8. Panel (C) EMG amplitude recorded during the volitional attempts, normalized by background (resting) EMG amplitude, and the resulting knee joint movement. Panel (D) Quantitative probability density distribution of EMG amplitudes between the vastus lateralis and the medial hamstrings calculated during the volitional attempts. Black and green indicate the amount of co-contraction at low or high level of activation, respectively (area A and D showed in Fig. 2). Blue and red indicate the isolate activation of vastus lateralis or medial hamstrings, respectively (area C and B showed in Fig. 2). EMG was recorded from the following muscles of the right lower limb: RF, rectus femoris; VL, vastus lateralis; MH, medial hamstring; TA, tibialis anterior; SOL, soleus. EMG activity from sternocleidomastoid (SCM) muscle was recorded to monitor the volitional effort onset.
Figure 5
Figure 5
Time course of EMG amplitude and external assistance during standing. Panel (A) Electromyography (EMG) activity, hip and knee joint angle, and ground reaction forces recorded during sitting, sit-to-stand transition and overground full weight-bearing standing without epidural stimulation prior to any training (t1), after 15.5 months (t4) and after 44 months (t8) of activity-based training with scEs (see Fig. 1 for details). Panel (B) Time course of EMG amplitude recorded during standing, normalized by background (resting) EMG amplitude, and amount of external assistance needed for standing without epidural stimulation. EMG was recorded from the following muscles of the left (L) and right (R) lower limb: IL, iliopsoas; GL, gluteus maximus; MH, medial hamstring; VL, vastus lateralis; RF: rectus femoris; TA, tibialis anterior; SOL, soleus; MG: medial gastrocnemius.
Figure 6
Figure 6
EMG activity during bilateral and unilateral independent standing. Panel (A) Electromyography (EMG) activity recorded during sitting, bilateral and unilateral full weight-bearing independent standing without epidural stimulation after 29.5 months of activity-based training with scEs (t6, see Fig. 1 for details). Panel (B) EMG amplitude calculated as the root mean square (RMS) over 10 seconds of steady sitting, bilateral and unilateral independent standing. EMG was recorded from the left (L) and right (R) medial hamstring (MH), vastus lateralis (VL), tibialis anterior (TA) and soleus (SOL).

References

    1. Varma AK, et al. Spinal cord injury: a review of current therapy, future treatments, and basic science frontiers. Neurochem. Res. 2013;38(5):895. doi: 10.1007/s11064-013-0991-6.
    1. Waters RL, et al. Recovery following complete paraplegia. Arch. Phys. Med. Rehabil. 1992;73(9):784.
    1. Colombo G, Wirz M, Dietz V. Effect of locomotor training related to clinical and electrophysiological examinations in spinal cord injured humans. Ann. N. Y. Acad. Sci. 1998;860:536. doi: 10.1111/j.1749-6632.1998.tb09097.x.
    1. Dietz V, Colombo G, Jensen L. Locomotor activity in spinal man. Lancet. 1994;344(8932):1260. doi: 10.1016/S0140-6736(94)90751-X.
    1. Dietz V, et al. Locomotor capacity of spinal cord in paraplegic patients. Ann. Neurol. 1995;37(5):574. doi: 10.1002/ana.410370506.
    1. Harkema SJ. Plasticity of interneuronal networks of the functionally isolated human spinal cord. Brain Res. Rev. 2008;57(1):255. doi: 10.1016/j.brainresrev.2007.07.012.
    1. de Leon RD, et al. Full weight-bearing hindlimb standing following stand training in the adult spinal cat. J. Neurophysiol. 1998;80(1):83.
    1. de Leon RD, et al. Locomotor capacity attributable to step training versus spontaneous recovery after spinalization in adult cats. J. Neurophysiol. 1998;79(3):1329.
    1. Edgerton VR, Roy RR. Activity-dependent plasticity of spinal locomotion: implications for sensory processing. Exerc. Sport Sci. Rev. 2009;37(4):171.
    1. Hodgson JA, et al. Can the mammalian lumbar spinal cord learn a motor task? Med. Sci. Sports Exerc. 1994;26(12):1491. doi: 10.1249/00005768-199412000-00013.
    1. Courtine G, et al. Transformation of nonfunctional spinal circuits into functional states after the loss of brain input. Nat. Neurosci. 2009;12(10):1333. doi: 10.1038/nn.2401.
    1. Edgerton VR, et al. Training locomotor networks. Brain Res. Rev. 2008;57(1):241. doi: 10.1016/j.brainresrev.2007.09.002.
    1. Fong AJ, et al. Recovery of control of posture and locomotion after a spinal cord injury: solutions staring us in the face. Prog. Brain Res. 2009;175:393. doi: 10.1016/S0079-6123(09)17526-X.
    1. Ichiyama RM, et al. Step training reinforces specific spinal locomotor circuitry in adult spinal rats. J. Neurosci. 2008;28(29):7370. doi: 10.1523/JNEUROSCI.1881-08.2008.
    1. van den Brand R, et al. Restoring voluntary control of locomotion after paralyzing spinal cord injury. Science. 2012;336(6085):1182. doi: 10.1126/science.1217416.
    1. Harkema S, et al. Effect of epidural stimulation of the lumbosacral spinal cord on voluntary movement, standing, and assisted stepping after motor complete paraplegia: a case study. Lancet. 2011;377(9781):1938. doi: 10.1016/S0140-6736(11)60547-3.
    1. Rejc E, Angeli C, Harkema S. Effects of Lumbosacral Spinal Cord Epidural Stimulation for Standing after Chronic Complete Paralysis in Humans. PLoS. One. 2015;10(7):e0133998. doi: 10.1371/journal.pone.0133998.
    1. Rejc E, et al. Effects of Stand and Step Training with Epidural Stimulation on Motor Function for Standing in Chronic Complete Paraplegics. J. Neurotrauma. 2017;34(9):1787. doi: 10.1089/neu.2016.4516.
    1. Angeli CA, et al. Altering spinal cord excitability enables voluntary movements after chronic complete paralysis in humans. Brain. 2014;137(Pt 5):1394. doi: 10.1093/brain/awu038.
    1. Marino RJ, et al. International standards for neurological classification of spinal cord injury. J. Spinal Cord. Med. 2003;26(Suppl 1):S50–S56. doi: 10.1080/10790268.2003.11754575.
    1. Waring WP, III, et al. 2009 review and revisions of the international standards for the neurological classification of spinal cord injury. J. Spinal Cord. Med. 2010;33(4):346. doi: 10.1080/10790268.2010.11689712.
    1. Li K, et al. Quantitative and sensitive assessment of neurophysiological status after human spinal cord injury. J. Neurosurg. Spine. 2012;17(1 Suppl):77. doi: 10.3171/2012.6.AOSPINE12117.
    1. McKay WB, et al. Clinical neurophysiological assessment of residual motor control in post-spinal cord injury paralysis. Neurorehabil. Neural Repair. 2004;18(3):144. doi: 10.1177/0888439004267674.
    1. Hutchison DL, et al. Electromyographic (EMG) amplitude patterns in the proximal and distal compartments of the cat semitendinosus during various motor tasks. Brain Res. 1989;479(1):56. doi: 10.1016/0006-8993(89)91335-8.
    1. Harkema SJ, et al. Locomotor training: as a treatment of spinal cord injury and in the progression of neurologic rehabilitation. Arch. Phys. Med. Rehabil. 2012;93(9):1588. doi: 10.1016/j.apmr.2012.04.032.
    1. Forrest GF, et al. Ambulation and balance outcomes measure different aspects of recovery in individuals with chronic, incomplete spinal cord injury. Arch. Phys. Med. Rehabil. 2012;93(9):1553. doi: 10.1016/j.apmr.2011.08.051.
    1. Dimitrijevic MR, et al. Suprasegmentally induced motor unit activity in paralyzed muscles of patients with established spinal cord injury. Ann. Neurol. 1984;16(2):216. doi: 10.1002/ana.410160208.
    1. Kakulas BA. Neuropathology: the foundation for new treatments in spinal cord injury. Spinal Cord. 2004;42(10):549. doi: 10.1038/sj.sc.3101670.
    1. Sherwood AM, Dimitrijevic MR, McKay WB. Evidence of subclinical brain influence in clinically complete spinal cord injury: discomplete SCI. J. Neurol. Sci. 1992;110(1–2):90. doi: 10.1016/0022-510X(92)90014-C.
    1. Bareyre FM, et al. The injured spinal cord spontaneously forms a new intraspinal circuit in adult rats. Nat. Neurosci. 2004;7(3):269. doi: 10.1038/nn1195.
    1. Fouad K, Tse A. Adaptive changes in the injured spinal cord and their role in promoting functional recovery. Neurol. Res. 2008;30(1):17. doi: 10.1179/016164107X251781.
    1. Raineteau O, et al. Reorganization of descending motor tracts in the rat spinal cord. Eur. J. Neurosci. 2002;16(9):1761. doi: 10.1046/j.1460-9568.2002.02243.x.
    1. Sasaki M, et al. Remyelination of the injured spinal cord. Prog. Brain Res. 2007;161:419. doi: 10.1016/S0079-6123(06)61030-3.
    1. Maegele M, et al. Recruitment of spinal motor pools during voluntary movements versus stepping after human spinal cord injury. J. Neurotrauma. 2002;19(10):1217. doi: 10.1089/08977150260338010.
    1. Sherwood AM, McKay WB, Dimitrijevic MR. Motor control after spinal cord injury: assessment using surface EMG. Muscle Nerve. 1996;19(8):966. doi: 10.1002/(SICI)1097-4598(199608)19:8<966::AID-MUS5>;2-6.
    1. Gerasimenko YP, et al. Noninvasive Reactivation of Motor Descending Control after Paralysis. J. Neurotrauma. 2015;32(24):1968. doi: 10.1089/neu.2015.4008.
    1. McCrea DA. Neuronal basis of afferent-evoked enhancement of locomotor activity. Ann. N. Y. Acad. Sci. 1998;860:216. doi: 10.1111/j.1749-6632.1998.tb09051.x.
    1. Nielsen JB, Crone C, Hultborn H. The spinal pathophysiology of spasticity–from a basic science point of view. Acta Physiol (Oxf) 2007;189(2):171. doi: 10.1111/j.1748-1716.2006.01652.x.
    1. McKay WB, et al. Neurophysiological characterization of motor recovery in acute spinal cord injury. Spinal Cord. 2011;49(3):421. doi: 10.1038/sc.2010.145.
    1. McDonald JW, et al. Late recovery following spinal cord injury. Case report and review of the literature. J. Neurosurg. 2002;97(2 Suppl):252.
    1. Possover M. Recovery of sensory and supraspinal control of leg movement in people with chronic paraplegia: a case series. Arch. Phys. Med. Rehabil. 2014;95(4):610. doi: 10.1016/j.apmr.2013.10.030.
    1. Donati AR, et al. Long-Term Training with a Brain-Machine Interface-Based Gait Protocol Induces Partial Neurological Recovery in Paraplegic Patients. Sci. Rep. 2016;6:30383. doi: 10.1038/srep30383.
    1. Cote MP, Murray M, Lemay MA. Rehabilitation Strategies after Spinal Cord Injury: Inquiry into the Mechanisms of Success and Failure. J. Neurotrauma. 2017;34(10):1841. doi: 10.1089/neu.2016.4577.
    1. Courtine G, et al. Recovery of supraspinal control of stepping via indirect propriospinal relay connections after spinal cord injury. Nat. Med. 2008;14(1):69. doi: 10.1038/nm1682.
    1. Sachdeva R, et al. Exercise dependent increase in axon regeneration into peripheral nerve grafts by propriospinal but not sensory neurons after spinal cord injury is associated with modulation of regeneration-associated genes. Exp. Neurol. 2016;276:72. doi: 10.1016/j.expneurol.2015.09.004.

Source: PubMed

3
구독하다