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Stefanovic F, Martinez JA, Saleem GT, Sisto SA, Miller MT, Achampong YA, Titus AH. A blended neurostimulation protocol to delineate cortico-muscular and spino-muscular dynamics following neuroplastic adaptation. Front Neurol 2023; 14:1114860. [PMID: 37396760 PMCID: PMC10311503 DOI: 10.3389/fneur.2023.1114860] [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: 12/03/2022] [Accepted: 06/02/2023] [Indexed: 07/04/2023] Open
Abstract
In this paper we propose a novel neurostimulation protocol that provides an intervention-based assessment to distinguish the contributions of different motor control networks in the cortico-spinal system. Specifically, we use a combination of non-invasive brain stimulation and neuromuscular stimulation to probe neuromuscular system behavior with targeted impulse-response system identification. In this protocol, we use an in-house developed human-machine interface (HMI) for an isotonic wrist movement task, where the user controls a cursor on-screen. During the task, we generate unique motor evoked potentials based on triggered cortical or spinal level perturbations. Externally applied brain-level perturbations are triggered through TMS to cause wrist flexion/extension during the volitional task. The resultant contraction output and related reflex responses are measured by the HMI. These movements also include neuromodulation in the excitability of the brain-muscle pathway via transcranial direct current stimulation. Colloquially, spinal-level perturbations are triggered through skin-surface neuromuscular stimulation of the wrist muscles. The resultant brain-muscle and spinal-muscle pathways perturbed by the TMS and NMES, respectively, demonstrate temporal and spatial differences as manifested through the human-machine interface. This then provides a template to measure the specific neural outcomes of the movement tasks, and in decoding differences in the contribution of cortical- (long-latency) and spinal-level (short-latency) motor control. This protocol is part of the development of a diagnostic tool that can be used to better understand how interaction between cortical and spinal motor centers changes with learning, or injury such as that experienced following stroke.
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Affiliation(s)
- Filip Stefanovic
- Department of Biomedical Engineering, State University of New York at Buffalo, Buffalo, NY, United States
| | - Julian A. Martinez
- Department of Biomedical Engineering, State University of New York at Buffalo, Buffalo, NY, United States
| | - Ghazala T. Saleem
- Department of Rehabilitation Science, State University of New York at Buffalo, Buffalo, NY, United States
| | - Sue Ann Sisto
- Department of Rehabilitation Science, State University of New York at Buffalo, Buffalo, NY, United States
| | - Michael T. Miller
- UB Department of Biomedical Engineering, State University of New York at Buffalo, Buffalo, NY, United States
| | - Yaa A. Achampong
- UB Department of Biomedical Engineering, State University of New York at Buffalo, Buffalo, NY, United States
| | - Albert H. Titus
- Department of Biomedical Engineering, State University of New York at Buffalo, Buffalo, NY, United States
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Anodal tDCS of contralesional hemisphere modulates ipsilateral control of spinal motor networks targeting the paretic arm post-stroke. Clin Neurophysiol 2022; 136:1-12. [DOI: 10.1016/j.clinph.2021.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/23/2021] [Accepted: 12/19/2021] [Indexed: 11/23/2022]
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Zhou S, Guo Z, Wong K, Zhu H, Huang Y, Hu X, Zheng YP. Pathway-specific cortico-muscular coherence in proximal-to-distal compensation during fine motor control of finger extension after stroke. J Neural Eng 2021; 18. [PMID: 34428752 DOI: 10.1088/1741-2552/ac20bc] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 08/24/2021] [Indexed: 11/12/2022]
Abstract
Objective.Proximal-to-distal compensation is commonly observed in the upper extremity (UE) after a stroke, mainly due to the impaired fine motor control in hand joints. However, little is known about its related neural reorganization. This study investigated the pathway-specific corticomuscular interaction in proximal-to-distal UE compensation during fine motor control of finger extension post-stroke by directed corticomuscular coherence (dCMC).Approach.We recruited 14 chronic stroke participants and 11 unimpaired controls. Electroencephalogram (EEG) from the sensorimotor area was concurrently recorded with electromyography (EMG) from extensor digitorum (ED), flexor digitorum (FD), triceps brachii (TRI) and biceps brachii (BIC) muscles in both sides of the stroke participants and in the dominant (right) side of the controls during the unilateral isometric finger extension at 20% maximal voluntary contractions. The dCMC was analyzed in descending (EEG → EMG) and ascending pathways (EMG → EEG) via the directed coherence. It was also analyzed in stable (segments with higher EMG stability) and less-stable periods (segments with lower EMG stability) subdivided from the whole movement period to investigate the fine motor control. Finally, the corticomuscular conduction time was estimated by dCMC phase delay.Main results.The affected limb had significantly lower descending dCMC in distal UE (ED and FD) than BIC (P< 0.05). It showed the descending dominance (significantly higher descending dCMC than the ascending,P< 0.05) in proximal UE (BIC and TRI) rather than the distal UE as in the controls. In the less-stable period, the affected limb had significantly lower EMG stability but higher ascending dCMC (P< 0.05) in distal UE than the controls. Furthermore, significantly prolonged descending conduction time (∼38.8 ms) was found in ED in the affected limb than the unaffected (∼26.94 ms) and control limbs (∼25.74 ms) (P< 0.05).Significance.The proximal-to-distal UE compensation in fine motor control post-stroke exhibited altered descending dominance from the distal to proximal UE, increased ascending feedbacks from the distal UE for fine motor control, and prolonged descending conduction time in the agonist muscle.
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Affiliation(s)
- Sa Zhou
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Ziqi Guo
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Kiufung Wong
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Hanlin Zhu
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Yanhuan Huang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Xiaoling Hu
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, People's Republic of China
| | - Yong-Ping Zheng
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China.,University Research Facility in Behavioural and Systems Neuroscience (UBSN), The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
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Effect of transcranial direct current stimulation on the psychomotor, cognitive, and motor performances of power athletes. Sci Rep 2021; 11:9731. [PMID: 33958679 PMCID: PMC8102586 DOI: 10.1038/s41598-021-89159-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 04/19/2021] [Indexed: 11/08/2022] Open
Abstract
In sports science, transcranial direct current stimulation (tDCS) has many unknown effects on neuromuscular, psychomotor and cognitive aspects. Particularly, its impact on power performances remains poorly investigated. Eighteen healthy young males, all trained in a jumping sport (parkour) performed three experimental sessions: anodal tDCS applied either on the left dorsolateral prefrontal cortex (dlPFC, cathode in supraorbital area) or on the primary motor cortex (M1, cathode on contralateral shoulder), and a placebo condition (SHAM), each applied for 20 min at 2 mA. Pre and post, maximal vertical and horizontal jumps were performed, associated to leg neuromuscular assessment through electromyography and peripheral nerve stimulations. Actual and imagined pointing tasks were also performed to evaluate fine motor skills, and a full battery of cognitive and psychomotor tests was administered. M1 tDCS improved jump performance accompanied by an increase in supraspinal and spinal excitabilities. dlPFC stimulation only impacted the pointing tasks. No effect on cognitive tests was found for any of the tDCS conditions. To conclude, the type of performance (maximal versus accurate) affected depended upon the tDCS montage. Finally, athletes responded well to tDCS for motor performance while results to cognitive tests seemed unaffected, at least when implemented with the present rationale.
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Cattagni T, Geiger M, Supiot A, de Mazancourt P, Pradon D, Zory R, Roche N. A single session of anodal transcranial direct current stimulation applied over the affected primary motor cortex does not alter gait parameters in chronic stroke survivors. Neurophysiol Clin 2019; 49:283-293. [DOI: 10.1016/j.neucli.2019.07.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 07/10/2019] [Accepted: 07/10/2019] [Indexed: 01/20/2023] Open
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Boosting and consolidating the proprioceptive cortical aftereffect by combining tendon vibration and repetitive TMS over primary motor cortex. Neurol Sci 2018; 40:147-154. [DOI: 10.1007/s10072-018-3606-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 10/10/2018] [Indexed: 01/27/2023]
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Katz R, Lackmy-Vallée A, Klomjai W, El-Mendili M, Giron A, Roche N, Pradat-Diehl P. Effects induced by motor cortex anodal transcranial direct current stimulation on wrist muscles in stroke patients. Ann Phys Rehabil Med 2018. [DOI: 10.1016/j.rehab.2018.05.828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Propriospinal cutaneous-induced EMG suppression is unaltered by anodal tDCS of healthy motor cortex. Clin Neurophysiol 2017; 128:1608-1616. [DOI: 10.1016/j.clinph.2017.06.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Revised: 06/03/2017] [Accepted: 06/10/2017] [Indexed: 10/19/2022]
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Jankowska E. Spinal control of motor outputs by intrinsic and externally induced electric field potentials. J Neurophysiol 2017; 118:1221-1234. [PMID: 28539396 DOI: 10.1152/jn.00169.2017] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 05/22/2017] [Accepted: 05/22/2017] [Indexed: 12/13/2022] Open
Abstract
Despite numerous studies on spinal neuronal systems, several issues regarding their role in motor behavior remain unresolved. One of these issues is how electric fields associated with the activity of spinal neurons influence the operation of spinal neuronal networks and how effects of these field potentials are combined with other means of modulating neuronal activity. Another closely related issue is how external electric field potentials affect spinal neurons and how they can be used for therapeutic purposes such as pain relief or recovery of motor functions by transspinal direct current stimulation. Nevertheless, progress in our understanding of the spinal effects of electric fields and their mechanisms has been made over the last years, and the aim of the present review is to summarize the recent findings in this field.
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Affiliation(s)
- Elzbieta Jankowska
- Department of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden
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Paired Stimulation to Promote Lasting Augmentation of Corticospinal Circuits. Neural Plast 2016; 2016:7043767. [PMID: 27800189 PMCID: PMC5075312 DOI: 10.1155/2016/7043767] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 08/11/2016] [Indexed: 01/22/2023] Open
Abstract
After injury, electrical stimulation of the nervous system can augment plasticity of spared or latent circuits through focal modulation. Pairing stimulation of two parts of a spared circuit can target modulation more specifically to the intended circuit. We discuss 3 kinds of paired stimulation in the context of the corticospinal system, because of its importance in clinical neurorehabilitation. The first uses principles of Hebbian plasticity: by altering the stimulation timing of presynaptic neurons and their postsynaptic targets, synapse function can be modulated up or down. The second form uses synchronized presynaptic inputs onto a common synaptic target. We dub this a “convergent” mechanism, because stimuli have to converge on a common target with coordinated timing. The third form induces focal modulation by tonic excitation of one region (e.g., the spinal cord) during phasic stimulation of another (e.g., motor cortex). Additionally, endogenous neural activity may be paired with exogenous electrical stimulation. This review addresses what is known about paired stimulation of the corticospinal system of both humans and animal models, emphasizes how it qualitatively differs from single-site stimulation, and discusses the gaps in knowledge that must be addressed to maximize its use and efficacy in neurorehabilitation.
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Dutta A, Krishnan C, Kantak SS, Ranganathan R, Nitsche MA. Recurrence quantification analysis of surface electromyogram supports alterations in motor unit recruitment strategies by anodal transcranial direct current stimulation. Restor Neurol Neurosci 2016; 33:663-9. [PMID: 25791041 DOI: 10.3233/rnn-140469] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE Recent evidence indicates that anodal transcranial direct current stimulation (tDCS) can selectively alter the EMG/force relationship of agonist arm muscles; however, the mechanisms mediating those changes are less clear. The purpose of this study was to evaluate the effect of anodal tDCS on motor unit synchronization by using a sophisticated non-linear EMG analysis called recurrence quantification analysis (RQA). METHODS Surface EMG signals were collected from the biceps brachii muscle of eighteen healthy young adults (9 tDCS and 9 control) at various force levels (12.5%, 25%, 37.5%, and 50% maximum) before and after the application of anodal tDCS over the primary motor cortex. RQA was employed to quantify the changes in percentage of determinism (% DET) and laminarity (% LAM) of the surface EMG signals, which are surrogate measures of motor unit synchronization. RESULTS RQA analyses indicated that the changes in % DET and % LAM scores were significantly higher in the tDCS group than in the control group (p < 0.05) and this effect was particularly pronounced at higher force levels. CONCLUSION The results of this study provide novel evidence supporting that anodal tDCS significantly alters motor unit firing strategies (i.e., the degree of synchronization) of the biceps brachii muscle.
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Affiliation(s)
- Anirban Dutta
- DEMAR team of INRIA, Université de Montpellier, CNRS, Montpellier Cedex 5, France
| | - Chandramouli Krishnan
- Neuromuscular and Rehabilitation Robotics Laboratory (NeuRRO Lab), Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.,Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Shailesh S Kantak
- Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Moss Rehabilitation Research Institute, Elkins Park, PA, USA
| | - Rajiv Ranganathan
- Department of Physical Medicine and Rehabilitation, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Michael A Nitsche
- Department of Clinical Neurophysiology, University Medical Center, Göttingen, Germany
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Mechanisms underlying transcranial direct current stimulation in rehabilitation. Ann Phys Rehabil Med 2015; 58:214-219. [DOI: 10.1016/j.rehab.2015.04.009] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Revised: 04/01/2015] [Accepted: 04/02/2015] [Indexed: 11/19/2022]
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Knikou M, Dixon L, Santora D, Ibrahim MM. Transspinal constant-current long-lasting stimulation: a new method to induce cortical and corticospinal plasticity. J Neurophysiol 2015; 114:1486-99. [PMID: 26108955 DOI: 10.1152/jn.00449.2015] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Accepted: 06/23/2015] [Indexed: 11/22/2022] Open
Abstract
Functional neuroplasticity in response to stimulation and motor training is a well-established phenomenon. Transcutaneous stimulation of the spine is used mostly to alleviate pain, but it may also induce functional neuroplasticity, because the spinal cord serves as an integration center for descending and ascending neuronal signals. In this work, we examined whether long-lasting noninvasive cathodal (c-tsCCS) and anodal (a-tsCCS) transspinal constant-current stimulation over the thoracolumbar enlargement can induce cortical, corticospinal, and spinal neuroplasticity. Twelve healthy human subjects, blind to the stimulation protocol, were randomly assigned to 40 min of c-tsCCS or a-tsCCS. Before and after transspinal stimulation, we established the afferent-mediated motor evoked potential (MEP) facilitation and the subthreshold transcranial magnetic stimulation (TMS)-mediated flexor reflex facilitation. Recruitment input-output curves of MEPs and transspinal evoked potentials (TEPs) and postactivation depression of the soleus H reflex and TEPs was also established. We demonstrate that both c-tsCCS and a-tsCCS decrease the afferent-mediated MEP facilitation and alter the subthreshold TMS-mediated flexor reflex facilitation in a polarity-dependent manner. Both c-tsCCS and a-tsCCS increased the tibialis anterior MEPs recorded at 1.2 MEP resting threshold, intermediate, and maximal intensities and altered the recruitment input-output curve of TEPs in a muscle- and polarity-dependent manner. Soleus H-reflex postactivation depression was reduced after a-tsCCS and remained unaltered after c-tsCCS. No changes were found in the postactivation depression of TEPs after c-tsCCS or a-tsCCS. Our findings reveal that c-tsCCS and a-tsCCS have distinct effects on cortical and corticospinal excitability. This method can be utilized to induce targeted neuroplasticity in humans.
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Affiliation(s)
- Maria Knikou
- The Graduate Center, City University of New York, New York, New York; and Department of Physical Therapy, City University of New York, New York, New York
| | - Luke Dixon
- Department of Physical Therapy, City University of New York, New York, New York
| | - Danielle Santora
- Department of Physical Therapy, City University of New York, New York, New York
| | - Mohamed M Ibrahim
- Department of Physical Therapy, City University of New York, New York, New York
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