Submitted:
08 August 2023
Posted:
09 August 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Procedure and Task
2.3. Stabilometry
2.4. Transcutaneous Electrical Stimulation of the Spinal Cord and Dorsal Roots
2.5. Analysis
3. Results
3.1. Cognitive Style. CoP parameters without tES
3.2. Current Intensities
3.3. CoP Parameters in Experimental Conditions
3.3.1. Length of the CoP Trajectory
3.3.2. Ellipse Area
3.3.3. RMSD of the CoP
3.3.4. Difference in CoP Paramaters between Left and Right tES
4. Discussion
4.1. Differences in Postural Control Responses to Spinal tES in Patients with Motor Disorders and Healthy Subjects
4.2. Upright Posture of FD Participants Responds to Spinal tES and One of FI Participants Does Not
4.3. Left and Right Spinal Root tES Have Different Effects on Postural Balance
4.4. “Posture” and “Equilibrium” Tasks in Standing and Spinal tES
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Gerasimenko, Y.P.; McKinney, Z.; Sayenko, D.G.; Gad, P.; Gorodnichev, R.M.; Grundfest, W.; Edgerton, V.R.; Kozlovskaya, I.B. Spinal and Sensory Neuromodulation of Spinal Neuronal Networks in Humans. Hum. Physiol. 2017, 43, 492–500. [Google Scholar] [CrossRef]
- Musienko, P.; Courtine, G.; Tibbs, J.E.; Kilimnik, V.; Savochin, A.; Garfinkel, A.; Roy, R.R.; Edgerton, V.R.; Gerasimenko, Y. Somatosensory Control of Balance during Locomotion in Decerebrated Cat. J. Neurophysiol. 2012, 107, 2072–2082. [Google Scholar] [CrossRef] [PubMed]
- Sayenko, D.G.; Rath, M.; Ferguson, A.R.; Burdick, J.; Havton, L.; Edgerton, V.R.; Gerasimenko, Y.P. Self-Assisted Standing Enabled by Non-Invasive Spinal Stimulation after Spinal Cord Injury | Journal of Neurotrauma Available online:. Available online: https://www.liebertpub.com/doi/abs/10.1089/neu.2018.5956 (accessed on 26 June 2023).
- Ivanenko, Y.; Gurfinkel, V.S. Human Postural Control. Front. Neurosci. 2018, 12. [Google Scholar] [CrossRef] [PubMed]
- Mendez, A.; Islam, R.; Latypov, T.; Basa, P.; Joseph, O.J.; Knudsen, B.; Siddiqui, A.M.; Summer, P.; Staehnke, L.J.; Grahn, P.J.; et al. Segment-Specific Orientation of the Dorsal and Ventral Roots for Precise Therapeutic Targeting of Human Spinal Cord. Mayo Clin. Proc. 2021, 96, 1426–1437. [Google Scholar] [CrossRef] [PubMed]
- Moshonkina, T.; Grishin, A.; Bogacheva, I.; Gorodnichev, R.; Ovechkin, A.; Siu, R.; Edgerton, V.R.; Gerasimenko, Y. Novel Non-Invasive Strategy for Spinal Neuromodulation to Control Human Locomotion Available online:. Available online: https://www.frontiersin.org/articles/10.3389/fnhum.2020.622533/full (accessed on 28 July 2023).
- Woollacott, M.; Shumway-Cook, A. Attention and the Control of Posture and Gait: A Review of an Emerging Area of Research. Gait Posture 2002, 16, 1–14. [Google Scholar] [CrossRef] [PubMed]
- Wapner, S.; Demick, J. Field Dependence-Independence: Bio-Psycho-Social. Factors Across the Life Span; Psychology Press, 2014; ISBN 978-1-317-78287-2.
- Isableu, B.; Ohlmann, T.; Crémieux, J.; Amblard, B. Differential Approach to Strategies of Segmental Stabilisation in Postural Control. Exp. Brain Res. 2003, 150, 208–221. [Google Scholar] [CrossRef] [PubMed]
- Moshonkina, T.R.; Shandybina, N.; Moiseev, S.; Grishin, A.; Gerasimenko, Y.P. Muscle Coactivation Phenomenon in the Modulation of Walking by Electrical Stimulation of the Spinal Cord | SpringerLink Available online:. Available online: https://link.springer.com/article/10.1134/S0362119721020092 (accessed on 27 June 2023).
- Latash, M.L. Muscle Coactivation: Definitions, Mechanisms, and Functions. J. Neurophysiol. 2018, 120, 88–104. [Google Scholar] [CrossRef] [PubMed]
- Paillard, T.; Noé, F. Does Monopedal Postural Balance Differ between the Dominant Leg and the Non-Dominant Leg? A Review. Human. Mov. Sci. 2020, 74, 102686. [Google Scholar] [CrossRef] [PubMed]
- Hayes, J.; Allinson, C.W. Cognitive Style and Its Relevance for Management Practice Available online:. Available online: https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1467-8551.1994.tb00068.x (accessed on 7 August 2023).
- Sliva, S.S. Domestic Computer Stabilography: Engineering Standards, Functional Capabilities, and Fields of Application. Biomed. Eng. 2005, 39, 31–34. [Google Scholar] [CrossRef]
- Megía García, A.; Serrano-Muñoz, D.; Taylor, J.; Avendaño-Coy, J.; Gómez-Soriano, J. Transcutaneous Spinal Cord Stimulation and Motor Rehabilitation in Spinal Cord Injury: A Systematic Review. Neurorehabil Neural Repair. 2020, 34, 3–12. [Google Scholar] [CrossRef]
- Rahman, M.A.; Tharu, N.S.; Gustin, S.M.; Zheng, Y.-P.; Alam, M. Trans-Spinal Electrical Stimulation Therapy for Functional Rehabilitation after Spinal Cord Injury: Review. J. Clin. Med. 2022, 11, 1550. [Google Scholar] [CrossRef] [PubMed]
- Gad, P.; Hastings, H.; Zhong, H.; Seth, G.; Kandhari, S.; Edgerton, V.R. Transcutaneous Spinal Neuromodulation Reorganizes Neural Networks in Patients with Cerebral Palsy | SpringerLink Available online:. Available online: https://link.springer.com/article/10.1007/s13311-021-01087-6 (accessed on 10 June 2023).
- Roberts, B.W.R.; Atkinson, D.A.; Manson, G.A.; Markley, R.; Kaldis, T.; Britz, G.W.; Horner, P.J.; Vette, A.H.; Sayenko, D.G. Transcutaneous Spinal Cord Stimulation Improves Postural Stability in Individuals with Multiple Sclerosis. Mult. Scler. Relat. Disord. 2021, 52, 103009. [Google Scholar] [CrossRef] [PubMed]
- Musienko, P.E.; Zelenin, P.V.; Orlovsky, G.N.; Deliagina, T.G. Facilitation of Postural Limb Reflexes With Epidural Stimulation in Spinal Rabbits. J. Neurophysiol. 2010, 103, 1080–1092. [Google Scholar] [CrossRef] [PubMed]
- Carrera, R.M.; Omofuma, I.; Yasin, B.; Agrawal, S.K. The Effect of Transcutaneous Spinal Cord Stimulation on Standing Postural Control in Healthy Adults. IEEE Robot. Autom. Lett. 2022, 7, 8268–8275. [Google Scholar] [CrossRef]
- Omofuma, I. Effect of Transcutaneous Spinal Cord Stimulation on Balance and Neurophysiological Characteristics in Young Healthy Adults 2023.
- Witkin, H.A.; Asch, S.E. Studies in Space Orientation. IV. Further Experiments on Perception of the Upright with Displaced Visual Fields. J. Exp. Psychol. 1948, 38, 762–782. [Google Scholar] [CrossRef] [PubMed]
- Vidal, P.-P.; Lacquaniti, F. Perceptual-Motor Styles. Exp. Brain Res. 2021, 239, 1359–1380. [Google Scholar] [CrossRef] [PubMed]
- Isableu, B.; Ohlmann, T.; Crémieux, J.; Amblard, B. Selection of Spatial Frame of Reference and Postural Control Variability. Exp. Brain Res. 1997, 114, 584–589. [Google Scholar] [CrossRef] [PubMed]
- Freitas, P.B. de; Freitas, S.M.S.F.; Duarte, M.; Latash, M.L.; Zatsiorsky, V.M. Effects of Joint Immobilization on Standing Balance. Human. Mov. Sci. 2009, 28, 515–528. [Google Scholar] [CrossRef] [PubMed]
- Siu, R.; Brown, E.H.; Mesbah, S.; Gonnelli, F.; Pisolkar, T.; Edgerton, V.R.; Ovechkin, A.V.; Gerasimenko, Y.P. Novel Noninvasive Spinal Neuromodulation Strategy Facilitates Recovery of Stepping after Motor Complete Paraplegia. J. Clin. Med. 2022, 11, 3670. [Google Scholar] [CrossRef] [PubMed]







| Participants | Ellipse Area, mm2 | RMSDfront, mm | RMSDsag, mm |
|---|---|---|---|
| FD (N = 16) | 151 [86; 231]* | 3.1 [2.0; 3.7]* | 3.1 [2.3; 4.0]* |
| FI (N = 16) | 56 [46; 102] | 1.6 [1.6; 2.6] | 2.4 [2.1; 2.7] |
| All (N = 32) | 93 [50; 148] | 2.2 [1.6; 3.2] | 2.6 [2.1; 3.3] |
| Participants | Left Dorsal Roots, mA | Midline, mA | Right Dorsal Roots, mA |
|---|---|---|---|
| FD (n = 8) | 21 ± 6 | 26 ± 13 | 21 ± 6 |
| FI (n = 8) | 20 ± 11 | 22 ± 12 | 19 ± 10 |
| All (n = 16) | 20 ± 11 | 24 ± 12 | 20 ± 10 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).