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Chin J, Settell ML, Brucker-Hahn MK, Lust D, Zhang J, Upadhye AR, Knudsen B, Deshmukh A, Ludwig KA, Lavrov IA, Crofton AR, Lempka SF, Zhang M, Shoffstall AJ. Quantification of porcine lower thoracic spinal cord morphology with intact dura mater using high-resolution μCT. J Neuroimaging 2024; 34:646-663. [PMID: 39390716 DOI: 10.1111/jon.13239] [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: 07/02/2024] [Revised: 09/04/2024] [Accepted: 09/17/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND AND PURPOSE Spinal cord stimulation (SCS) is approved by the Food and Drug Administration for treating chronic intractable pain in the back, trunk, or limbs through stimulation of the dorsal column. Numerous studies have used swine as an analog of the human spinal cord to better understand SCS and further improve its efficacy. We performed high-resolution imaging of the porcine spinal cord with intact dura mater using micro-computed tomography (μCT) to construct detailed 3-dimensional (3D) visualizations of the spinal cord and characterize the morphology of the dorsal and ventral rootlets. METHODS We obtained spinal cords from Yorkshire/Landrace crossbred swine (N = 7), stained samples with osmium tetroxide, and performed μCT imaging of the T12-T15 levels at isotropic voxel resolutions ranging from 3.3 to 50 μm. We measured the anatomical morphology using the 3D volumes and compared our results to measurements previously collected from swine and human spinal cords via microdissection techniques in prior literature. RESULTS While the porcine thoracic-lumbar spinal cord is a popular model for SCS, we highlight multiple notable differences compared to previously published T8-T12 human measurements including rootlet counts (porcine dorsal/ventral: 12.2 ± 2.6, 26.6 ± 3.4; human dorsal/ventral: 5.3 ± 1.3, 4.4 ± 2.4), rootlet angles (porcine ventral-rostral: 161 ± 1°, ventral-caudal: 155 ± 6°, dorsal-rostral: 148 ± 9°, dorsal-caudal: 142 ± 6°; human ventral-rostral: 170 ± 3°, ventral-caudal: 22 ± 10°, dorsal-rostral: 171 ± 3°, dorsal-caudal: 15 ± 7°), and the presence and count of dorsal rootlet bundles. CONCLUSIONS Detailed measurements and highlighted differences between human and porcine spinal cords can inform variations in modeling and electrophysiological experiments between the two species. In contrast to other approaches for measuring the spinal cord and rootlet morphology, our method keeps the dura intact, reducing potential artifacts from dissection.
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Affiliation(s)
- Justin Chin
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland Department of Veteran Affairs Medical Center, Rehabilitation Research and Development, Cleveland, Ohio, USA
| | - Megan L Settell
- Wisconsin Institute for Translational Neuroengineering, Madison, Wisconsin, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Meagan K Brucker-Hahn
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - Daniel Lust
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland Department of Veteran Affairs Medical Center, Rehabilitation Research and Development, Cleveland, Ohio, USA
| | - Jichu Zhang
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
| | - Aniruddha R Upadhye
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland Department of Veteran Affairs Medical Center, Rehabilitation Research and Development, Cleveland, Ohio, USA
| | - Bruce Knudsen
- Wisconsin Institute for Translational Neuroengineering, Madison, Wisconsin, USA
| | - Ashlesha Deshmukh
- Wisconsin Institute for Translational Neuroengineering, Madison, Wisconsin, USA
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Kip A Ludwig
- Wisconsin Institute for Translational Neuroengineering, Madison, Wisconsin, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Surgery, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Igor A Lavrov
- Department Neurology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Andrew R Crofton
- Department of Anatomy, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Pathology and Cell Biology, University of South Florida, Tampa, Florida, USA
| | - Scott F Lempka
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan, USA
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Andrew J Shoffstall
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland Department of Veteran Affairs Medical Center, Rehabilitation Research and Development, Cleveland, Ohio, USA
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Mahan EE, Oh J, Chase EDZ, Dunkelberger NB, King ST, Sayenko D, O'Malley MK. Assessing the Effect of Cervical Transcutaneous Spinal Stimulation With an Upper Limb Robotic Exoskeleton and Surface Electromyography. IEEE Trans Neural Syst Rehabil Eng 2024; 32:2883-2892. [PMID: 39088505 DOI: 10.1109/tnsre.2024.3436583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2024]
Abstract
Transcutaneous spinal stimulation (TSS) is a promising rehabilitative intervention to restore motor function and coordination for individuals with spinal cord injury (SCI). The effects of TSS are most commonly assessed by evaluating muscle response to stimulation using surface electromyography (sEMG). Given the increasing use of robotic devices to deliver therapy and the emerging potential of hybrid rehabilitation interventions that combine neuromodulation with robotic devices, there is an opportunity to leverage the on-board sensors of the robots to measure kinematic and torque changes of joints in the presence of stimulation. This paper explores the potential for robotic assessment of the effects of TSS delivered to the cervical spinal cord. We used a four degree-of-freedom exoskeleton to measure the torque response of upper limb (UL) joints during stimulation, while simultaneously recording sEMG. We analyzed joint torque and electromyography data generated during TSS delivered over individual sites of the cervical spinal cord in neurologically intact participants. We show that site-specific effects of TSS are manifested not only by modulation of the amplitude of spinally evoked motor potentials in UL muscles, but also by changes in torque generated by individual UL joints. We observed preferential resultant action of proximal muscles and joints with stimulation at the rostral site, and of proximal joints with rostral-lateral stimulation. Robotic assessment can be used to measure the effects of TSS, and could be integrated into complex control algorithms that govern the behavior of hybrid neuromodulation-robotic systems.
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Lam DV, Chin J, Brucker-Hahn MK, Settell M, Romanauski B, Verma N, Upadhye A, Deshmukh A, Skubal A, Nishiyama Y, Hao J, Lujan JL, Zhang S, Knudsen B, Blanz S, Lempka SF, Ludwig KA, Shoffstall AJ, Park HJ, Ellison ER, Zhang M, Lavrov I. The role of spinal cord neuroanatomy and the variances of epidurally evoked spinal responses. Bioelectron Med 2024; 10:17. [PMID: 39020366 PMCID: PMC11253499 DOI: 10.1186/s42234-024-00149-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 05/28/2024] [Indexed: 07/19/2024] Open
Abstract
BACKGROUND Spinal cord stimulation (SCS) has demonstrated multiple benefits in treating chronic pain and other clinical disorders related to sensorimotor dysfunctions. However, the underlying mechanisms are still not fully understood, including how electrode placement in relation to the spinal cord neuroanatomy influences epidural spinal recordings (ESRs). To characterize this relationship, this study utilized stimulation applied at various anatomical sections of the spinal column, including at levels of the intervertebral disc and regions correlating to the dorsal root entry zone. METHOD Two electrode arrays were surgically implanted into the dorsal epidural space of the swine. The stimulation leads were positioned such that the caudal-most electrode contact was at the level of a thoracic intervertebral segment. Intraoperative cone beam computed tomography (CBCT) images were utilized to precisely determine the location of the epidural leads relative to the spinal column. High-resolution microCT imaging and 3D-model reconstructions of the explanted spinal cord illustrated precise positioning and dimensions of the epidural leads in relation to the surrounding neuroanatomy, including the spinal rootlets of the dorsal and ventral columns of the spinal cord. In a separate swine cohort, implanted epidural leads were used for SCS and recording evoked ESRs. RESULTS Reconstructed 3D-models of the swine spinal cord with epidural lead implants demonstrated considerable distinctions in the dimensions of a single electrode contact on a standard industry epidural stimulation lead compared to dorsal rootlets at the dorsal root entry zone (DREZ). At the intervertebral segment, it was observed that a single electrode contact may cover 20-25% of the DREZ if positioned laterally. Electrode contacts were estimated to be ~0.75 mm from the margins of the DREZ when placed at the midline. Furthermore, ventral rootlets were observed to travel in proximity and parallel to dorsal rootlets at this level prior to separation into their respective sides of the spinal cord. Cathodic stimulation at the level of the intervertebral disc, compared to an 'off-disc' stimulation (7 mm rostral), demonstrated considerable variations in the features of recorded ESRs, such as amplitude and shape, and evoked unintended motor activation at lower stimulation thresholds. This substantial change may be due to the influence of nearby ventral roots. To further illustrate the influence of rootlet activation vs. dorsal column activation, the stimulation lead was displaced laterally at ~2.88 mm from the midline, resulting in variances in both evoked compound action potential (ECAP) components and electromyography (EMG) components in ESRs at lower stimulation thresholds. CONCLUSION The results of this study suggest that the ECAP and EMG components of recorded ESRs can vary depending on small differences in the location of the stimulating electrodes within the spinal anatomy, such as at the level of the intervertebral segment. Furthermore, the effects of sub-centimeter lateral displacement of the stimulation lead from the midline, leading to significant changes in electrophysiological metrics. The results of this pilot study reveal the importance of the small displacement of the electrodes that can cause significant changes to evoked responses SCS. These results may provide further valuable insights into the underlying mechanisms and assist in optimizing future SCS-related applications.
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Affiliation(s)
- Danny V Lam
- Neural Lab, Abbott Neuromodulation, Plano, TX, USA
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Department of Veterans Affairs Medical Center, Advanced Platform Technology Center, Louis Stokes Cleveland, Cleveland, OH, USA
| | - Justin Chin
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Meagan K Brucker-Hahn
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Megan Settell
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Ben Romanauski
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | | | - Aniruddha Upadhye
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
| | - Ashlesha Deshmukh
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Aaron Skubal
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | | | - Jian Hao
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - J Luis Lujan
- Department of Neurosurgery, Mayo Clinic, Rochester, MN, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - Simeng Zhang
- Neural Lab, Abbott Neuromodulation, Plano, TX, USA
| | - Bruce Knudsen
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Stephan Blanz
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Scott F Lempka
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Kip A Ludwig
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Andrew J Shoffstall
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Department of Veterans Affairs Medical Center, Advanced Platform Technology Center, Louis Stokes Cleveland, Cleveland, OH, USA
| | | | | | | | - Igor Lavrov
- Department of Neurology, Mayo Clinic, Rochester, MN, USA.
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.
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Cuellar C, Lehto L, Islam R, Mangia S, Michaeli S, Lavrov I. Selective Activation of the Spinal Cord with Epidural Electrical Stimulation. Brain Sci 2024; 14:650. [PMID: 39061391 PMCID: PMC11274919 DOI: 10.3390/brainsci14070650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 06/22/2024] [Accepted: 06/25/2024] [Indexed: 07/28/2024] Open
Abstract
Spinal cord epidural electrical stimulation (EES) has been successfully employed to treat chronic pain and to restore lost functions after spinal cord injury. Yet, the efficacy of this approach is largely challenged by the suboptimal spatial distribution of the electrode contacts across anatomical targets, limiting the spatial selectivity of stimulation. In this study, we exploited different ESS paradigms, designed as either Spatial-Selective Stimulation (SSES) or Orientation-Selective Epidural Stimulation (OSES), and compared them to Conventional Monopolar Epidural Stimulation (CMES). SSES, OSES, and CMES were delivered with a 3- or 4-contact electrode array. Amplitudes and latencies of the Spinally Evoked Motor Potentials (SEMPs) were evaluated with different EES modalities. The results demonstrate that the amplitudes of SEMPs in hindlimb muscles depend on the orientation of the electrical field and vary between stimulation modalities. These findings show that the electric field applied with SSES or OSES provides more selective control of amplitudes of the SEMPs as compared to CMES. We demonstrate that spinal cord epidural stimulation applied with SSES or OSES paradigms in the rodent model could be tailored to the functional spinal cord neuroanatomy and can be tuned to specific target fibers and their orientation, optimizing the effect of neuromodulation.
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Affiliation(s)
- Carlos Cuellar
- School of Sport Sciences, Universidad Anáhuac México, Huixquilucan 52786, Mexico;
| | - Lauri Lehto
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Riaz Islam
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Silvia Mangia
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Shalom Michaeli
- Center for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, MN 55455, USA; (L.L.); (S.M.)
| | - Igor Lavrov
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA;
- Laboratory of Neuromodulation, Institute of Fundamental Medicine and Biology, Kazan Federal University, 420008 Kazan, Russia
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA
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Mukhametova E, Militskova A, Biktimirov A, Kharin N, Semenova E, Sachenkov O, Baltina T, Lavrov I. Consecutive Transcutaneous and Epidural Spinal Cord Neuromodulation to Modify Clinical Complete Paralysis-the Proof of Concept. Mayo Clin Proc Innov Qual Outcomes 2024; 8:1-16. [PMID: 38186923 PMCID: PMC10770429 DOI: 10.1016/j.mayocpiqo.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2024] Open
Abstract
Objective To evaluate the effect of transcutaneous (tSCS) and epidural electrical spinal cord stimulation (EES) in facilitating volitional movements, balance, and nonmotor functions, in this observational study, tSCS and EES were consecutively tested in 2 participants with motor complete spinal cord injury (SCI). Participants and Methods Two participants (a 48-year-old woman and a 28-year-old man), both classified as motor complete spinal injury, were enrolled in the study. Both participants went through a unified protocol, such as an initial electrophysiological assessment of neural connectivity, consecutive tSCS and EES combined with 8 wks of motor training with electromyography (EMG) and kinematic evaluation. The study was conducted from May 1, 2019, to December 31, 2021. Results In both participants, tSCS reported a minimal improvement in voluntary movements still essential to start tSCS-enabled rehabilitation. Compared with tSCS, following EES showed immediate improvement in voluntary movements, whereas tSCS was more effective in improving balance and posture. Continuous improvement in nonmotor functions was found during tSCS-enabled and then during EES-enabled motor training. Conclusion Results report a significant difference in the effect of tSCS and EES on the recovery of neurologic functions and support consecutive tSCS and EES applications as a potential therapy for SCI. The proposed approach may help in selecting patients with SCI responsive to neuromodulation. It would also help initiate neuromodulation and rehabilitation therapy early, particularly for motor complete SCI with minimal effect from conventional rehabilitation.
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Affiliation(s)
- Elvira Mukhametova
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
- Laboratory of Movement Physiology, Federal State Institution of Science Institute of Physiology, IP Pavlov, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Alena Militskova
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
- Laboratory of Movement Physiology, Federal State Institution of Science Institute of Physiology, IP Pavlov, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Artur Biktimirov
- Center of Neurotechnologies, Virtual, and Augmented Reality Technologies, Department of Neurosurgery, Far Eastern Federal University, Russia
| | - Nikita Kharin
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Elena Semenova
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Oskar Sachenkov
- Laboratory of Shell Mechanics, N.I. Lobachevsky Institute of Mathematics and Mechanics, Kazan Federal University, Kazan, Russia
| | - Tatiana Baltina
- Laboratory of Neuromodulation, Kazan Federal University, Institute of Fundamental Medicine and Biology, Kazan, Russia
| | - Igor Lavrov
- Department of Neurology, Department of Biomedical Engineering, Mayo Clinic, Rochester, MN
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Shamantseva N, Timofeeva O, Gvozdeva A, Andreeva I, Moshonkina T. Posture of Healthy Subjects Modulated by Transcutaneous Spinal Cord Stimulation. Life (Basel) 2023; 13:1909. [PMID: 37763312 PMCID: PMC10532446 DOI: 10.3390/life13091909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 09/09/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Transcutaneous electrical stimulation of the spinal cord is used to restore locomotion and body weight support in patients with severe motor disorders. We studied the effects of this non-invasive stimulation on postural control in healthy subjects. Stimulation at the L1-L2 vertebrae was performed to activate the extensor muscles of the lower limbs. Because postural regulation depends on the cognitive style, the effects of the stimulation were analyzed separately in field-dependent (FD) and field-independent (FI) participants. During the study, FD and FI participants (N = 16, 25 ± 5 years, all right dominant leg) stood on a force platform in a soundproof chamber with their eyes closed. Stimulation was applied in the midline between the L1 and L2 vertebrae or over the left or right dorsal roots of the spinal cord; under the control condition, there was no stimulation. Stimulation destabilized posture in healthy subjects, whereas patients with movement disorders usually showed an improvement in postural control. In the FD participants, left dorsal root and midline stimulation increased several postural parameters by up to 30%. Dorsal root stimulation on the side of the supporting leg reduced postural control, while stimulation on the side of the dominant leg did not. No significant changes were observed in the FI participants.
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Affiliation(s)
- Natalia Shamantseva
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 St. Petersburg, Russia; (O.T.); (A.G.); (I.A.); (T.M.)
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Ovechkin A, Moshonkina T, Shandybina N, Lyakhovetskii V, Gorodnichev R, Moiseev S, Siu R, Gerasimenko Y. Transcutaneous Spinal Cord Stimulation Facilitates Respiratory Functional Performance in Patients with Post-Acute COVID-19. Life (Basel) 2023; 13:1563. [PMID: 37511940 PMCID: PMC10381407 DOI: 10.3390/life13071563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/07/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND A growing number of studies have reported Coronavirus disease (COVID-19) related to both respiratory and central nervous system dysfunctions. This study evaluates the neuromodulatory effects of spinal cord transcutaneous stimulation (scTS) on the respiratory functional state in healthy controls and patients with post-COVID-19 respiratory deficits as a step toward the development of a rehabilitation strategy for these patients. METHODS In this before-after, interventional, case-controlled clinical study, ten individuals with post-acute COVID-19 respiratory deficits and eight healthy controls received a single twenty-minute-long session of modulated monophasic scTS delivered over the T5 and T10 spinal cord segments. Forced vital capacity (FVC), peak forced inspiratory flow (PIF), peak expiratory flow (PEF), time-to-peak of inspiratory flow (tPIF), and time-to-peak of expiratory flow (tPEF), as indirect measures of spinal motor network activity, were assessed before and after the intervention. RESULTS In the COVID-19 group, the scTS intervention led to significantly increased PIF (p = 0.040) and PEF (p = 0.049) in association with significantly decreased tPIF (p = 0.035) and tPEF (p = 0.013). In the control group, the exposure to scTS also resulted in significantly increased PIF (p = 0.010) and significantly decreased tPIF (p = 0.031). Unlike the results in the COVID-19 group, the control group had significantly decreased PEF (p = 0.028) associated with significantly increased tPEF (p = 0.036). There were no changes for FVC after scTS in both groups (p = 0.67 and p = 0.503). CONCLUSIONS In post-COVID-19 patients, scTS facilitates excitation of both inspiratory and expiratory spinal neural networks leading to an immediate improvement of respiratory functional performance. This neuromodulation approach could be utilized in rehabilitation programs for patients with COVID-19 respiratory deficits.
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Affiliation(s)
- Alexander Ovechkin
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
- Department of Physiology, University of Louisville, Louisville, KY 40202, USA
| | - Tatiana Moshonkina
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 St. Petersburg, Russia
| | - Natalia Shandybina
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 St. Petersburg, Russia
| | - Vsevolod Lyakhovetskii
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 St. Petersburg, Russia
| | - Ruslan Gorodnichev
- Velikie Luki State Academy of Physical Education and Sports, 182100 Velikie Luki, Russia
| | - Sergey Moiseev
- Velikie Luki State Academy of Physical Education and Sports, 182100 Velikie Luki, Russia
| | - Ricardo Siu
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA
- Department of Neurological Surgery, 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 40202, USA
- Pavlov Institute of Physiology, Russian Academy of Sciences, 199034 St. Petersburg, Russia
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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.
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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
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9
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Alaminos-Quesada J, Lawrence J, Coenen W, Sánchez A. Oscillating viscous flow past a streamwise linear array of circular cylinders. JOURNAL OF FLUID MECHANICS 2023; 959:A39. [PMID: 37206991 PMCID: PMC10191390 DOI: 10.1017/jfm.2023.178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
This paper addresses the viscous flow developing about an array of equally spaced identical circular cylinders aligned with an incompressible fluid stream whose velocity oscillates periodically in time. The focus of the analysis is on harmonically oscillating flows with stroke lengths that are comparable to or smaller than the cylinder radius, such that the flow remains two-dimensional, time-periodic and symmetric with respect to the centreline. Specific consideration is given to the limit of asymptotically small stroke lengths, in which the flow is harmonic at leading order, with the first-order corrections exhibiting a steady-streaming component, which is computed here along with the accompanying Stokes drift. As in the familiar case of oscillating flow over a single cylinder, for small stroke lengths, the associated time-averaged Lagrangian velocity field, given by the sum of the steady-streaming and Stokes-drift components, displays recirculating vortices, which are quantified for different values of the two relevant controlling parameters, namely, the Womersley number and the ratio of the inter-cylinder distance to the cylinder radius. Comparisons with results of direct numerical simulations indicate that the description of the Lagrangian mean flow for infinitesimally small values of the stroke length remains reasonably accurate even when the stroke length is comparable to the cylinder radius. The numerical integrations are also used to quantify the streamwise flow rate induced by the presence of the cylinder array in cases where the periodic surrounding motion is driven by an anharmonic pressure gradient, a problem of interest in connection with the oscillating flow of cerebrospinal fluid around the nerve roots located along the spinal canal.
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Affiliation(s)
- J. Alaminos-Quesada
- Department of Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA 92093, USA
| | - J.J. Lawrence
- Department of Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA 92093, USA
| | - W. Coenen
- Grupo de Mecánica de Fluidos, Departamento de Ingeniería Térmica y de Fluidos, Universidad Carlos III de Madrid, 28911 Leganés, Madrid, Spain
| | - A.L. Sánchez
- Department of Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA 92093, USA
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10
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Verma N, Romanauski B, Lam D, Lujan L, Blanz S, Ludwig K, Lempka S, Shoffstall A, Knudson B, Nishiyama Y, Hao J, Park HJ, Ross E, Lavrov I, Zhang M. Characterization and applications of evoked responses during epidural electrical stimulation. Bioelectron Med 2023; 9:5. [PMID: 36855060 PMCID: PMC9976490 DOI: 10.1186/s42234-023-00106-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 02/08/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Epidural electrical stimulation (EES) of the spinal cord has been FDA approved and used therapeutically for decades. However, there is still not a clear understanding of the local neural substrates and consequently the mechanism of action responsible for the therapeutic effects. METHOD Epidural spinal recordings (ESR) are collected from the electrodes placed in the epidural space. ESR contains multi-modality signal components such as the evoked neural response (due to tonic or BurstDR™ waveforms), evoked muscle response, stimulation artifact, and cardiac response. The tonic stimulation evoked compound action potential (ECAP) is one of the components in ESR and has been proposed recently to measure the accumulative local potentials from large populations of neuronal fibers during EES. RESULT Here, we first review and investigate the referencing strategies, as they apply to ECAP component in ESR in the domestic swine animal model. We then examine how ECAP component can be used to sense lead migration, an adverse outcome following lead placement that can reduce therapeutic efficacy. Lastly, we show and isolate concurrent activation of local back and leg muscles during EES, demonstrating that the ESR obtained from the recording contacts contain both ECAP and EMG components. CONCLUSION These findings may further guide the implementation of recording and reference contacts in an implantable EES system and provide preliminary evidence for the utility of ECAP component in ESR to detect lead migration. We expect these results to facilitate future development of EES methodology and implementation of use of different components in ESR to improve EES therapy.
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Affiliation(s)
- Nishant Verma
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Ben Romanauski
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Danny Lam
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Luis Lujan
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - Stephan Blanz
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Kip Ludwig
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
- Department of Neurosurgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Scott Lempka
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- APT Center, Louis Stokes Cleveland VA Medical Center, OH, Cleveland, USA
- Department of Biomedical Engineering, Department of Anesthesiology, Biointerfaces Institute, University of Michigan, Ann Arbor, MI, USA
| | - Andrew Shoffstall
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- APT Center, Louis Stokes Cleveland VA Medical Center, OH, Cleveland, USA
| | - Bruce Knudson
- Department of Biomedical Engineering, University of Wisconsin Madison, Madison, USA
- Wisconsin Institute for Translational Neuroengineering (WITNe), Madison, WI, USA
| | - Yuichiro Nishiyama
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA
| | - Jian Hao
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA
| | - Hyun-Joo Park
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Erika Ross
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA
| | - Igor Lavrov
- Department of Neurology, Department of Physiology and Biomedical Engineering, Mayo Clinic, 500 First Street SW, Rochester, MN, 55905, USA.
| | - Mingming Zhang
- Abbott Neuromodulation, 6901 Preston Rd, Plano, TX, 75024, USA.
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11
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Fleming N, Taylor C, Etzelmueller M, Gill C, O’Keeffe C, Mahony N, Reilly RB. Contralateral Selectivity of Upper-Limb Motor Pools via Targeted Stimulation of the Cervical Spinal Cord. Biomedicines 2023; 11:biomedicines11020332. [PMID: 36830867 PMCID: PMC9952898 DOI: 10.3390/biomedicines11020332] [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: 08/16/2022] [Revised: 01/05/2023] [Accepted: 01/13/2023] [Indexed: 01/26/2023] Open
Abstract
Transcutaneous spinal cord stimulation (tSCS) at the cervical level may facilitate improved upper-limb function in those with incomplete tetraplegia. While clinical trials are ongoing, there is still much debate regarding the transmission pathway as well as appropriate stimulation parameters. This study aimed to explore the extent to which cervical tSCS can induce mono-synaptic reflexes in discrete upper-limb motor pools and examine the effects of altering stimulus location and intensity. METHODS Fourteen participants with intact nervous systems completed two laboratory visits, during which posterior root-muscle reflexes (PRMRs) were evoked via a 3 × 3 cathode matrix applied over the cervical spine. An incremental recruitment curve at the C7 vertebral level was initially performed to attain resting motor threshold (RMT) in each muscle. Paired pulses (1 ms square monophasic with inter-pulse interval of 50 ms) were subsequently delivered at a frequency of 0.25 Hz at two intensities (RMT and RMT + 20%) across all nine cathode positions. Evoked responses to the 1st (PRMR1) and 2nd (PRMR2) stimuli were recorded in four upper-limb muscles. RESULTS A significant effect of the spinal level was observed in all muscles for PRMR1, with greater responses being recorded caudally. Contralateral stimulation significantly increased PRMR1 in Biceps Brachii (p < 0.05, F = 4.9, η2 = 0.29), Flexor Carpi Radialis (p < 0.05, F = 4.9, η2 = 0.28) and Abductor Pollicis Brevis (p < 0.01, F = 8.9, η2 = 0.89). Post-activation depression (PAD) was also significantly increased with contralateral stimulation in Biceps Brachii (p = 0.001, F = 9.3, η2 = 0.44), Triceps Brachii (p < 0.05, F = 5.4, η2 = 0.31) and Flexor Carpi Radialis (p < 0.001, F = 17.4, η2 = 0.59). CONCLUSIONS A level of unilateral motor pool selectivity may be attained by altering stimulus intensity and location during cervical tSCS. Optimising these parameters may improve the efficacy of this neuromodulation method in clinical cohorts.
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Affiliation(s)
- Neil Fleming
- Discipline of Anatomy, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
- Correspondence: ; Tel.: +353-18961412
| | - Clare Taylor
- Discipline of Anatomy, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Mark Etzelmueller
- School of Engineering, Trinity College, The University of Dublin, D08 XW7X Dublin, Ireland
- Discipline of Gerontology School of Medicine, Trinity College, The University of Dublin, D02 R590 Dublin, Ireland
| | - Conor Gill
- School of Engineering, Trinity College, The University of Dublin, D08 XW7X Dublin, Ireland
- Discipline of Gerontology School of Medicine, Trinity College, The University of Dublin, D02 R590 Dublin, Ireland
| | - Clodagh O’Keeffe
- School of Engineering, Trinity College, The University of Dublin, D08 XW7X Dublin, Ireland
- Discipline of Gerontology School of Medicine, Trinity College, The University of Dublin, D02 R590 Dublin, Ireland
| | - Nicholas Mahony
- Discipline of Anatomy, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Richard B. Reilly
- School of Engineering, Trinity College, The University of Dublin, D08 XW7X Dublin, Ireland
- Discipline of Gerontology School of Medicine, Trinity College, The University of Dublin, D02 R590 Dublin, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, D02 R590 Dublin, Ireland
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12
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McIntosh JR, Joiner EF, Goldberg JL, Murray LM, Yasin B, Mendiratta A, Karceski SC, Thuet E, Modik O, Shelkov E, Lombardi JM, Sardar ZM, Lehman RA, Mandigo C, Riew KD, Harel NY, Virk MS, Carmel JB. Intraoperative electrical stimulation of the human dorsal spinal cord reveals a map of arm and hand muscle responses. J Neurophysiol 2023; 129:66-82. [PMID: 36417309 PMCID: PMC9799146 DOI: 10.1152/jn.00235.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 09/18/2022] [Accepted: 11/21/2022] [Indexed: 11/24/2022] Open
Abstract
Although epidural stimulation of the lumbar spinal cord has emerged as a powerful modality for recovery of movement, how it should be targeted to the cervical spinal cord to activate arm and hand muscles is not well understood, particularly in humans. We sought to map muscle responses to posterior epidural cervical spinal cord stimulation in humans. We hypothesized that lateral stimulation over the dorsal root entry zone would be most effective and responses would be strongest in the muscles innervated by the stimulated segment. Twenty-six people undergoing clinically indicated cervical spine surgery consented to mapping of motor responses. During surgery, stimulation was performed in midline and lateral positions at multiple exposed segments; six arm and three leg muscles were recorded on each side of the body. Across all segments and muscles tested, lateral stimulation produced stronger muscle responses than midline despite similar latency and shape of responses. Muscles innervated at a cervical segment had the largest responses from stimulation at that segment, but responses were also observed in muscles innervated at other cervical segments and in leg muscles. The cervical responses were clustered in rostral (C4-C6) and caudal (C7-T1) cervical segments. Strong responses to lateral stimulation are likely due to the proximity of stimulation to afferent axons. Small changes in response sizes to stimulation of adjacent cervical segments argue for local circuit integration, and distant muscle responses suggest activation of long propriospinal connections. This map can help guide cervical stimulation to improve arm and hand function.NEW & NOTEWORTHY A map of muscle responses to cervical epidural stimulation during clinically indicated surgery revealed strongest activation when stimulating laterally compared to midline and revealed differences to be weaker than expected across different segments. In contrast, waveform shapes and latencies were most similar when stimulating midline and laterally, indicating activation of overlapping circuitry. Thus, a map of the cervical spinal cord reveals organization and may help guide stimulation to activate arm and hand muscles strongly and selectively.
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Affiliation(s)
- James R McIntosh
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Evan F Joiner
- Department of Neurological Surgery, Columbia University, New York, New York
| | - Jacob L Goldberg
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Lynda M Murray
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, New York
- James J. Peters Veterans Affairs Medical Center, Bronx, New York
| | - Bushra Yasin
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Anil Mendiratta
- Department of Neurology, Columbia University, New York, New York
| | - Steven C Karceski
- Department of Neurology, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Earl Thuet
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - Oleg Modik
- Department of Neurology, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Evgeny Shelkov
- Department of Neurology, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Joseph M Lombardi
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - Zeeshan M Sardar
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - Ronald A Lehman
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - Christopher Mandigo
- Department of Neurological Surgery, Columbia University, New York, New York
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - K Daniel Riew
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
- New York Presbyterian, Och Spine Hospital, New York, New York
| | - Noam Y Harel
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, New York
- James J. Peters Veterans Affairs Medical Center, Bronx, New York
| | - Michael S Virk
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
| | - Jason B Carmel
- Department of Orthopedic Surgery, https://ror.org/00hj8s172Columbia University, New York, New York
- Department of Neurology, Columbia University, New York, New York
- Department of Neurological Surgery, Weill Cornell Medicine-New York Presbyterian, Och Spine Hospital, New York, New York
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13
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Mesbah S, Herrity A, Ugiliweneza B, Angeli C, Gerasimenko Y, Boakye M, Harkema S. Neuroanatomical mapping of the lumbosacral spinal cord in individuals with chronic spinal cord injury. Brain Commun 2022; 5:fcac330. [PMID: 36632181 PMCID: PMC9825531 DOI: 10.1093/braincomms/fcac330] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 09/27/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
With emerging applications of spinal cord electrical stimulation in restoring autonomic and motor function after spinal cord injury, understanding the neuroanatomical substrates of the human spinal cord after spinal cord injury using neuroimaging techniques can play a critical role in optimizing the outcomes of these stimulation-based interventions. In this study, we have introduced a neuroimaging acquisition and analysis protocol of the spinal cord in order to identify: (i) spinal cord levels at the lumbosacral enlargement using nerve root tracing; (ii) variability in the neuroanatomical characteristics of the spinal cord among individuals; (iii) location of the epidural stimulation paddle electrode and contacts with respect to the spinal cord levels at lumbosacral enlargement; and (iv) the links between the anatomical levels of stimulation and the corresponding neurophysiological motor responses. Twelve individuals with chronic, motor complete spinal cord injury implanted with a spinal cord epidural stimulator were included in the study (age: 34 ± 10.9 years, sex: 10 males, 2 females, time since injury: 8.2 ± 9.9 years, American Spinal Injury Association Impairment Scale: 6 A, 6 B). High-resolution MRI scans of the spinal cord were recorded pre-implant. An analysis of neuroanatomical substrates indicates that the length of the spinal column and spinal cord, location of the conus tip and the relationship between the spinal cord levels and vertebral levels, particularly at the lumbosacral enlargement, are variable across individuals. There is no statistically significant correlation between the length of the spinal column and the length of the spinal cord. The percentage of volumetric coverage of the lumbosacral spinal cord by the epidural stimulation paddle electrode ranges from 33.4 to 90.4% across participants. The location of the spinal cord levels with respect to the electrode contacts varies across individuals and impacts the recruitment patterns of neurophysiological responses. Finally, MRI-based spinal cord modelling can be used as a guide for the prediction and preplanning of optimum epidural stimulation paddle placement prior to the implant surgery to ensure maximizing functional outcomes. These findings highlight the crucial role that the neuroanatomical characteristics of the spinal cord specific to each individual play in achieving maximum functional benefits with spinal cord electrical stimulation.
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Affiliation(s)
- Samineh Mesbah
- Correspondence to: Samineh Mesbah, PhD 220 Abraham Flexner, Louisville, KY 40202, USA E-mail:
| | - April Herrity
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
| | - Beatrice Ugiliweneza
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA,Department of Health Management and Systems Science, University of Louisville, Louisville, KY 40202, USA
| | - Claudia Angeli
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Bioengineering, University of Louisville, Louisville, KY 40292, USA,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
| | - Yury Gerasimenko
- Department of Physiology and Biophysics, University of Louisville, Louisville, KY 40202, USA,Pavlov Institute of Physiology, Russian Academy of Sciences, St. Petersburg 199034, Russia
| | - Maxwell Boakye
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA
| | - Susan Harkema
- Kentucky Spinal Cord Injury Research Center, University of Louisville, Louisville, KY 40202, USA,Department of Neurological Surgery, University of Louisville, Louisville, KY 40202, USA,Frazier Rehabilitation Institute, University of Louisville Health, Louisville, KY 40202, USA
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14
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Gorgey AS, Gouda JJ. Single Lead Epidural Spinal Cord Stimulation Targeted Trunk Control and Standing in Complete Paraplegia. J Clin Med 2022; 11:jcm11175120. [PMID: 36079048 PMCID: PMC9457264 DOI: 10.3390/jcm11175120] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/22/2022] [Accepted: 08/26/2022] [Indexed: 11/16/2022] Open
Abstract
A 25-year-old male with T3 complete AIS A was implanted with percutaneous spinal cord epidural stimulation (scES; eight contacts each) leads and a Medtronic Prime advance internal pulse generator. The two leads were placed at the midline level to cover the region of the T11–T12 vertebrae. Five days after implantation, X-ray showed complete migration of the left lead outside the epidural space. Two weeks after implantation, reprogramming of the single right lead (20 Hz and 240 µs) after setting the cathode at 0 and the anode at 3 resulted in target activation of the abdominal muscles and allowed for the immediate restoration of trunk control during a seated position, even with upper extremity perturbation. This was followed by achieving immediate standing after setting the single lead at −3 for the cathode and +6 for the anode using stimulation configurations of 20 Hz and 240 µs. The results were confirmed with electromyography (EMG) of the rectus abdominus and lower extremity muscles. Targeted stimulation of the lumbosacral segment using a single lead with a midline approach immediately restored the trunk control and standing in a person with complete paraplegia.
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Affiliation(s)
- Ashraf S. Gorgey
- Spinal Cord Injury and Disorders Center, Hunter Holmes McGuire VAMC, 1201 Broad Rock Boulevard, Richmond, VA 23249, USA
- Department of Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, VA 23298, USA
- Correspondence: ; Tel.: +1-804-675-5000 (ext. 3386)
| | - Jan J. Gouda
- Neurosurgery Department, Louran Hospital, Alexandria 5451110, Egypt
- Department of Surgery, Wright State University, Dayton, OH 45435, USA
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15
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de Freitas RM, Capogrosso M, Nomura T, Milosevic M. Optimizing sensory fiber activation during cervical transcutaneous spinal stimulation using different electrode configurations: A computational analysis. Artif Organs 2022; 46:2015-2026. [PMID: 35642297 DOI: 10.1111/aor.14323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/21/2022] [Accepted: 05/18/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Cervical transcutaneous spinal cord stimulation (tSCS) is a rehabilitation tool which has been used to promote upper-limb motor recovery after spinal cord injury. Importantly, optimizing sensory fiber activation at specific spinal segments could enable activity-dependent neuromodulation during rehabilitation. METHODS An anatomically realistic cervical tSCS computational model was used to analyze the activation of α-motor and Aα-sensory fibers at C7 and C8 spinal segments using nine cathode electrode configurations. Specifically, the cathode was simulated at three vertebral level positions: C6, C7, and T1; and in three sizes: 5.0 x 5.0, 3.5 x 3.5; and 2.5 x 2.5 cm2 , while the anode was on the anterior neck. Finite element method was used to estimate the electric potential distribution along α-motor and Aα-sensory fibers, and computational models were applied to simulate the fiber membrane dynamics during tSCS. The minimum stimulation intensity necessary to activate the fibers (activation threshold) was estimated and compared across cathode configurations in an effort to optimize sensory fiber activation. RESULTS Our results showed that nerve fibers at both C7 and C8 spinal segments were recruited at lower stimulation intensities when the cathode was positioned over the C7 or T1 vertebra compared with the C6 position. Sensory fibers were activated at lower stimulation intensities using smaller electrodes, which could also affect the degree of nerve fiber activation across different positions. Importantly, Aα-sensory fibers were consistently recruited before α-motor fibers. CONCLUSIONS These results imply that cathode positioning could help optimize preferential activation of hand muscles during cervical tSCS.
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Affiliation(s)
- Roberto M de Freitas
- Graduate School of Engineering Science, Department of Mechanical Science and Bioengineering, Osaka University, Japan
| | - Marco Capogrosso
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, USA.,Rehab and Neural Engineering Labs, University of Pittsburgh, Pittsburgh, USA.,Department of Bioengineering, University of Pittsburgh, Pittsburgh, USA
| | - Taishin Nomura
- Graduate School of Engineering Science, Department of Mechanical Science and Bioengineering, Osaka University, Japan
| | - Matija Milosevic
- Graduate School of Engineering Science, Department of Mechanical Science and Bioengineering, Osaka University, Japan
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16
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de Freitas RM, Capogrosso M, Nomura T, Milosevic M. Preferential activation of proprioceptive and cutaneous sensory fibers compared to motor fibers during cervical transcutaneous spinal cord stimulation: A computational study. J Neural Eng 2022; 19. [PMID: 35472720 DOI: 10.1088/1741-2552/ac6a7c] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/25/2022] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Cervical transcutaneous spinal cord stimulation (tSCS) is a promising technology that can support motor function recovery of upper-limbs after spinal cord injury. Its efficacy may depend on the ability to recruit sensory afferents, conveying excitatory inputs onto motoneurons. Therefore, understanding its physiological mechanisms is critical to accelerate its development towards clinical applications. In this study, we used an anatomically realistic cervical tSCS computational model to compare α-motor, Aα-sensory, and Aβ-sensory fiber activation thresholds and activation sites. APPROACH We developed a 3D geometry of the cervical body and tSCS electrodes with a cathode centred at the C7 spinous process and an anode placed over the anterior neck. The geometrical model was used to estimate the electric potential distributions along motor and sensory fiber trajectories at the C7 spinal level using a finite element method. We implemented dedicated motor and sensory fiber models to simulate the α-motor and Aα-sensory fibers using 12, 16, and 20 µm diameter fibers, and Aβ-sensory fibers using 6, 9, and 12 µm diameter fibers. We estimated nerve fiber activation thresholds and sites for a 2 ms monophasic stimulating pulse and compared them across the fiber groups. MAIN RESULTS Our results showed lower activation thresholds of Aα- and Aβ-sensory fibers compared with α-motor fibers, suggesting preferential sensory fiber activation. We also found no differences between activation thresholds of Aα-sensory and large Aβ-sensory fibers, implying their co-activation. The activation sites were located at the dorsal and ventral root levels. SIGNIFICANCE Using a realistic computational model, we demonstrated preferential activation of dorsal root Aα- and Aβ-sensory fibers compared with ventral root α-motor fibers during cervical tSCS. These findings suggest high proprioceptive and cutaneous contributions to neural activations during cervical tSCS, which inform the underlying mechanisms of upper-limb functional motor recovery.
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Affiliation(s)
- Roberto M de Freitas
- Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama-cho, Toyonaka, 560-8531, JAPAN
| | - Marco Capogrosso
- University of Pittsburgh, 3520, Fifth Av., Pittsburgh, Pennsylvania, 15261, UNITED STATES
| | - Taishin Nomura
- Department of Mechanical Science and Bioengineering, Osaka University, Machikaneyama 1-3, Toyonaka City, Osaka 560- 8531, Toyonaka, 5608531, JAPAN
| | - Matija Milosevic
- Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama-cho, J520, Toyonaka, Osaka, 560-8531, JAPAN
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17
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Dietz BE, Mugan D, Vuong QC, Obara I. Electrically Evoked Compound Action Potentials in Spinal Cord Stimulation: Implications for Preclinical Research Models. Neuromodulation 2021; 25:64-74. [PMID: 34224656 DOI: 10.1111/ner.13480] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 05/05/2021] [Accepted: 05/17/2021] [Indexed: 01/26/2023]
Abstract
OBJECTIVES The study aimed to assess the feasibility of recording electrically evoked compound action potentials (ECAPs) from the rat spinal cord. To achieve this, we characterized electrophysiological responses of dorsal column (DC) axons from electrical stimulation and quantified the relationship between ECAP and motor thresholds (ECAPTs and MTs). MATERIAL AND METHODS Naïve, anesthetized and freely behaving rats were implanted with a custom-made epidural spinal cord stimulation (SCS) lead. Epidural stimulation and recordings were performed on the same lead using specifically designed equipment. RESULTS The ECAPs recorded from the rat spinal cord demonstrated the expected triphasic morphology. Using 20 μsec pulse duration and 2 Hz frequency rate, the current required in anesthetized rats to generate ECAPs was 0.13 ± 0.02 mA, while the average current required to observe MT was 1.49 ± 0.14 mA. In unanesthetized rats, the average current required to generate ECAPs was 0.09 ± 0.02 mA, while the average current required to observe MT was 0.27 ± 0.04 mA. Thus, there was a significant difference between the ECAPT and MT in both anesthetized and unanesthetized rats (MT was 13.39 ± 2.40 and 2.84 ± 0.33 times higher than ECAPT, respectively). Signal analysis revealed average conduction velocities (CVs) suggesting that predominantly large, myelinated fibers were activated. In addition, a morphometric evaluation of spinal cord slices indicated that the custom-made lead may preferentially activate DC axons. CONCLUSIONS This is the first evidence demonstrating the feasibility of recording ECAPs from the rat spinal cord, which may be more useful in determining parameters of SCS in preclinical SCS models than MTs. Thus, this approach may allow for the development of a novel model of SCS in rats with chronic pain that will translate better between animals and humans.
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Affiliation(s)
| | - Dave Mugan
- Saluda Medical Europe Ltd, Harrogate, UK
| | - Quoc Chi Vuong
- Biosciences Institute, Newcastle University, Newcastle-upon-Tyne, UK
| | - Ilona Obara
- School of Pharmacy, Newcastle University, Newcastle-upon-Tyne, UK.,Translational and Clinical Research Institute, Newcastle University, Newcastle-upon-Tyne, UK
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Intra-dural intercommunications between dorsal roots of adjacent spinal nerves and their clinical significance. Surg Radiol Anat 2021; 43:1519-1526. [PMID: 33961081 DOI: 10.1007/s00276-021-02761-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 04/26/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE The dorsal roots of adjacent spinal nerves are known to communicate with each other through rami communicantes. These intercommunications can cause deviations in the normal dermatomal organization which leads to errors during clinical decision-making. The objective of the study was to augment the existing knowledge of these communications which shall help minimize the diagnostic and therapeutic errors. METHODS The present study examined thirty cadaveric spinal cord specimens to document the data of intra-dural, intercommunications between dorsal roots of adjacent spinal nerves. RESULTS All the regions of the spinal cord exhibited the presence of intercommunications with variable frequency. The intercommunications were categorized into a total of nine groups based on their patterns. The levels of spinal cord exhibiting higher and lower frequencies of intercommunications were identified. CONCLUSION This information will be useful during the clinical evaluation of patients with spinal cord pathologies or radiculopathies. The outcomes of rhizotomy can also be improved with knowledge of intercommunications.
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