1
|
Grover FM, Chen B, Perez MA. Increased paired stimuli enhance corticospinal-motoneuronal plasticity in humans with spinal cord injury. J Neurophysiol 2023; 129:1414-1422. [PMID: 36752493 PMCID: PMC10259851 DOI: 10.1152/jn.00499.2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/19/2023] [Accepted: 01/19/2023] [Indexed: 02/09/2023] Open
Abstract
Paired corticospinal-motoneuronal stimulation (PCMS) has been used to enhance corticospinal excitability and functional outcomes in humans with spinal cord injury (SCI). Here, we examined the effect of increasing the number of paired pulses on PCMS-induced plasticity. During PCMS, corticospinal volleys evoked by transcranial magnetic stimulation (TMS) over the hand motor cortex were timed to arrive at corticospinal-motoneuronal synapses of the first dorsal interosseous (FDI) muscle 1-2 ms before the arrival of antidromic potentials elicited in motoneurons by electrical stimulation of the ulnar nerve. We tested motor-evoked potentials (MEPs) elicited by TMS over the hand motor cortex and electrical stimulation at the cervicomedullary junction (CMEPs) in the FDI muscle before and after 180 paired pulses (PCMS-180) followed up by another 180 paired pulses (PCMS-360) in humans with and without chronic incomplete cervical SCI. The nine-hole-peg-test (9HPT) was measured before and after PCMS paired pulses in individuals with SCI. We found that the size of MEPs and CMEPs increased after PCMS-180 in both groups compared with baseline and further increased after PCMS-360 in participants with SCI, suggesting a spinal origin for these effects. Notably, in people with SCI, the time to complete the 9HPT decreased after PCMS-180 and further decreased after PCMS-360 compared with baseline but not when the 9HPT was repeated overtime. Our findings demonstrate that increasing the number of PCMS paired pulses potentiates corticospinal excitability and voluntary motor output after SCI, likely through spinal plasticity. This proof-of-principle study suggests that increasing the PCMS dose represents a strategy to boost voluntary motor output after SCI.NEW & NOTEWORTHY Paired corticospinal-motoneuronal stimulation (PCMS) has been used to enhance corticospinal excitability and functional outcomes in humans with spinal cord injury (SCI). Here, we demonstrate that 360 paired pulses resulted in larger increases in motor-evoked potential size in a hand muscle and in a better ability to complete the nine-hold-peg-test compared with 180 paired pulses in people with SCI. This proof-of-principle study suggests that increasing the PCMS dose represents a strategy to boost motor output after SCI.
Collapse
Affiliation(s)
- Francis M Grover
- Shirley Ryan AbilityLab, Chicago, Illinois, United States
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, Illinois, United States
| | - Bing Chen
- Shirley Ryan AbilityLab, Chicago, Illinois, United States
- Edward Hines Jr. VA Hospital, Chicago, Illinois, United States
| | - Monica A Perez
- Shirley Ryan AbilityLab, Chicago, Illinois, United States
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, Illinois, United States
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, Illinois, United States
- Edward Hines Jr. VA Hospital, Chicago, Illinois, United States
| |
Collapse
|
2
|
Jo HJ, Kizziar E, Sangari S, Chen D, Kessler A, Kim K, Anschel A, Heinemann AW, Mensh BD, Awadalla S, Lieber RL, Oudega M, Perez MA. Multisite Hebbian Plasticity Restores Function in Humans with Spinal Cord Injury. Ann Neurol 2023; 93:1198-1213. [PMID: 36843340 PMCID: PMC10268028 DOI: 10.1002/ana.26622] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 12/29/2022] [Accepted: 02/06/2023] [Indexed: 02/28/2023]
Abstract
OBJECTIVE Spinal cord injury (SCI) damages synaptic connections between corticospinal axons and motoneurons of many muscles, resulting in devastating paralysis. We hypothesized that strengthening corticospinal-motoneuronal synapses at multiple spinal cord levels through Hebbian plasticity (i.e., "neurons that fire together, wire together") promotes recovery of leg and arm function. METHODS Twenty participants with chronic SCI were randomly assigned to receive 20 sessions of Hebbian or sham stimulation targeting corticospinal-motoneuronal synapses of multiple leg muscles followed by exercise. Based on the results from this study, in a follow-up prospective study, 11 more participants received 40 sessions of Hebbian stimulation targeting corticospinal-motoneuronal synapses of multiple arm and leg muscles followed by exercise. During Hebbian stimulation sessions, 180 paired pulses elicited corticospinal action potentials by magnetic (motor cortex) and/or electrical (thoracic spine) stimulation allowing volleys to arrive at the spinal cord 1-2 milliseconds before motoneurons were activated retrogradely via bilateral electrical stimulation (brachial plexus, ulnar, femoral, and common peroneal nerves) for biceps brachii, first dorsal interosseous, quadriceps femoris, and tibialis anterior muscles as needed. RESULTS We found in our randomized study that participants receiving Hebbian stimulation improved their walking speed and corticospinal function to a greater extent than individuals receiving sham stimulation. In agreement, prospective study participants improved their grasping and walking, corticospinal function, and quality of life metrics, exhibiting greater improvements with more sessions that persisted 9-month post-therapy. INTERPRETATION Our findings suggest that multisite Hebbian stimulation, informed by the physiology of the corticospinal system, represents an effective strategy to promote functional recovery following SCI. ANN NEUROL 2023;93:1198-1213.
Collapse
Affiliation(s)
- Hang Jin Jo
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Ethan Kizziar
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, USA
| | - Sina Sangari
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - David Chen
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Allison Kessler
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Ki Kim
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Alan Anschel
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Allen W. Heinemann
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
| | - Brett D. Mensh
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, Virginia, USA
| | - Saria Awadalla
- Division of Epidemiology & Biostatistics, University of Illinois at Chicago, Chicago, USA
| | - Richard L. Lieber
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, USA
- Edward Jr. Hines VA Hospital, Chicago, USA
| | - Martin Oudega
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, USA
- Edward Jr. Hines VA Hospital, Chicago, USA
| | - Monica A. Perez
- Shirley Ryan AbilityLab, Chicago, USA
- Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, USA
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, USA
- Edward Jr. Hines VA Hospital, Chicago, USA
| |
Collapse
|
3
|
Suzuki M, Saito K, Maeda Y, Cho K, Iso N, Okabe T, Suzuki T, Yamamoto J. Effects of Paired Associative Stimulation on Cortical Plasticity in Agonist–Antagonist Muscle Representations. Brain Sci 2023; 13:brainsci13030475. [PMID: 36979285 PMCID: PMC10046224 DOI: 10.3390/brainsci13030475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 03/14/2023] Open
Abstract
Paired associative stimulation (PAS) increases and decreases cortical excitability in primary motor cortex (M1) neurons, depending on the spike timing-dependent plasticity, i.e., long-term potentiation (LTP)- and long-term depression (LTD)-like plasticity, respectively. However, how PAS affects the cortical circuits for the agonist and antagonist muscles of M1 is unclear. Here, we investigated the changes in the LTP- and LTD-like plasticity for agonist and antagonist muscles during PAS: 200 pairs of 0.25-Hz peripheral electric stimulation of the right median nerve at the wrist, followed by a transcranial magnetic stimulation of the left M1 with an interstimulus interval of 25 ms (PAS-25 ms) and 10 ms (PAS-10 ms). The unconditioned motor evoked potential amplitudes of the agonist muscles were larger after PAS-25 ms than after PAS-10 ms, while those of the antagonist muscles were smaller after PAS-25 ms than after PAS-10 ms. The γ-aminobutyric acid A (GABAA)- and GABAB-mediated cortical inhibition for the agonist and antagonist muscles were higher after PAS-25 ms than after PAS-10 ms. The cortical excitability for the agonist and antagonist muscles reciprocally and topographically increased and decreased after PAS, respectively; however, GABAA and GABAB-mediated cortical inhibitory functions for the agonist and antagonist muscles were less topographically decreased after PAS-10 ms. Thus, PAS-25 ms and PAS-10 ms differentially affect the LTP- and LTD-like plasticity in agonist and antagonist muscles.
Collapse
Affiliation(s)
- Makoto Suzuki
- Faculty of Health Sciences, Tokyo Kasei University, 2-15-1 Inariyama, Sayama City 350-1398, Saitama, Japan
- Faculty of Systems Design, Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji City 192-0397, Tokyo, Japan
- Correspondence: ; Tel.: +81-42-955-6074
| | - Kazuo Saito
- Faculty of Health Sciences, Tokyo Kasei University, 2-15-1 Inariyama, Sayama City 350-1398, Saitama, Japan
| | - Yusuke Maeda
- School of Health Sciences at Odawara, International University of Health and Welfare, 1-2-25 Shiroyama, Odawara City 250-8588, Kanagawa, Japan
| | - Kilchoon Cho
- Faculty of Health Sciences, Tokyo Kasei University, 2-15-1 Inariyama, Sayama City 350-1398, Saitama, Japan
| | - Naoki Iso
- Faculty of Health Sciences, Tokyo Kasei University, 2-15-1 Inariyama, Sayama City 350-1398, Saitama, Japan
| | - Takuhiro Okabe
- Faculty of Health Sciences, Tokyo Kasei University, 2-15-1 Inariyama, Sayama City 350-1398, Saitama, Japan
| | - Takako Suzuki
- School of Health Sciences, Saitama Prefectural University, 820 Sannomiya, Koshigaya City 343-8540, Saitama, Japan
| | - Junichi Yamamoto
- Faculty of Systems Design, Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji City 192-0397, Tokyo, Japan
| |
Collapse
|
4
|
Olivier GN, Dibble LE, Paul SS, Lohse KR, Walter CS, Marker RJ, Hayes HA, Foreman KB, Duff K, Schaefer SY. Personalized practice dosages may improve motor learning in older adults compared to "standard of care" practice dosages: A randomized controlled trial. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:897997. [PMID: 36189036 PMCID: PMC9397834 DOI: 10.3389/fresc.2022.897997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/14/2022] [Indexed: 11/13/2022]
Abstract
Standard dosages of motor practice in clinical physical rehabilitation are insufficient to optimize motor learning, particularly for older patients who often learn at a slower rate than younger patients. Personalized practice dosing (i.e., practicing a task to or beyond one's plateau in performance) may provide a clinically feasible method for determining a dose of practice that is both standardized and individualized, and may improve motor learning. The purpose of this study was to investigate whether personalized practice dosages [practice to plateau (PtP) and overpractice (OVP)] improve retention and transfer of a motor task, compared to low dose [LD] practice that mimics standard clinical dosages. In this pilot randomized controlled trial (NCT02898701, ClinicalTrials.gov), community-dwelling older adults (n = 41, 25 female, mean age 68.9 years) with a range of balance ability performed a standing serial reaction time task in which they stepped to specific targets. Presented stimuli included random sequences and a blinded repeating sequence. Participants were randomly assigned to one of three groups: LD (n = 15, 6 practice trials equaling 144 steps), PtP (n = 14, practice until reaching an estimated personal plateau in performance), or OVP (n = 12, practice 100% more trials after reaching an estimated plateau in performance). Measures of task-specific learning (i.e., faster speed on retention tests) and transfer of learning were performed after 2-4 days of no practice. Learning of the random sequence was greater for the OVP group compared to the LD group (p = 0.020). The OVP (p = 0.004) and PtP (p = 0.010) groups learned the repeated sequence more than the LD group, although the number of practice trials across groups more strongly predicted learning (p = 0.020) than did group assignment (OVP vs. PtP, p = 0.270). No group effect was observed for transfer, although significant transfer was observed in this study as a whole (p < 0.001). Overall, high and personalized dosages of postural training were well-tolerated by older adults, suggesting that this approach is clinically feasible. Practicing well-beyond standard dosages also improved motor learning. Further research should determine the clinical benefit of this personalized approach, and if one of the personalized approaches (PtP vs. OVP) is more beneficial than the other for older patients.
Collapse
Affiliation(s)
- Geneviève N. Olivier
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, United States
| | - Leland E. Dibble
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, United States
- Center on Aging, University of Utah, Salt Lake City, UT, United States
| | - Serene S. Paul
- Discipline of Physiotherapy, Faculty of Medicine and Health, Sydney School of Health Sciences, University of Sydney, Sydney, NSW, Australia
| | - Keith R. Lohse
- Center on Aging, University of Utah, Salt Lake City, UT, United States
- Department of Health-Kinesiology-Recreation, University of Utah, Salt Lake City, UT, United States
- Program in Physical Therapy and Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, United States
| | - Christopher S. Walter
- Department of Physical Therapy, University of Arkansas for Medical Sciences, Fayetteville, AR, United States
| | - Ryan J. Marker
- Department of Physical Medicine and Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Heather A. Hayes
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, United States
- Center on Aging, University of Utah, Salt Lake City, UT, United States
| | - K. Bo Foreman
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, United States
| | - Kevin Duff
- Center on Aging, University of Utah, Salt Lake City, UT, United States
- Department of Neurology, University of Utah, Salt Lake City, UT, United States
| | - Sydney Y. Schaefer
- Center on Aging, University of Utah, Salt Lake City, UT, United States
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, United States
| |
Collapse
|
5
|
Olivier GN, Paul SS, Walter CS, Hayes HA, Foreman KB, Duff K, Schaefer SY, Dibble LE. The feasibility and efficacy of a serial reaction time task that measures motor learning of anticipatory stepping. Gait Posture 2021; 86:346-353. [PMID: 33857800 PMCID: PMC8092847 DOI: 10.1016/j.gaitpost.2021.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2020] [Revised: 03/03/2021] [Accepted: 04/02/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Motor learning has been investigated using various paradigms, including serial reaction time tasks (SRTT) that examine upper extremity reaching and pointing while seated. Few studies have used a stepping SRTT, which could offer additional insights into motor learning involving postural demands. For a task to measure motor learning, naïve participants must demonstrate a) improved performance with task practice, and b) a dose-response relationship to learning the task. RESEARCH QUESTION Is a stepping SRTT feasible and efficacious for measuring motor learning? METHODS In this prospective study, 20 participants stood on an instrumented mat and were presented with stimuli on a computer screen. They stepped to the corresponding positions on the mat as quickly as possible. Presented stimuli included random sequences and a blinded imbedded repeating sequence. Three days after completing the randomly assigned practice dose [high dose group (n = 10) performed 4320 steps; low dose group (n = 10) performed 144 steps], a retention test of 72 steps was performed. Feasibility was measured as the proportion of participants who completed the assigned practice dose without adverse events. Efficacy was measured as within-group performance improvement on the random sequences and on the repeating sequence (paired t-tests), as well as a dose-response relationship to learning both types of sequences (independent t-tests). RESULTS All participants (mean age 26.8 years) completed all practice sessions without adverse events, indicating feasibility. High dose practice resulted in performance improvement while low dose did not; a dose-response relationship was found, with high dose practice resulting in greater learning of the task than low dose practice, indicating efficacy. SIGNIFICANCE This stepping SRTT is a feasible and efficacious way to measure motor learning, which could provide critical insights into anticipatory stepping, postural control, and fall risk. Future research is needed to determine feasibility, efficacy, and optimal practice dosages for older and impaired populations.
Collapse
Affiliation(s)
- Geneviève N Olivier
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA.
| | - Serene S Paul
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Christopher S Walter
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Heather A Hayes
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - K Bo Foreman
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Kevin Duff
- Neurology, University of Utah, Salt Lake City, UT, USA
| | - Sydney Y Schaefer
- Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Leland E Dibble
- Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| |
Collapse
|
6
|
Christiansen L, Chen B, Lei Y, Urbin MA, Richardson MSA, Oudega M, Sandhu M, Rymer WZ, Trumbower RD, Mitchell GS, Perez MA. Acute intermittent hypoxia boosts spinal plasticity in humans with tetraplegia. Exp Neurol 2020; 335:113483. [PMID: 32987000 DOI: 10.1016/j.expneurol.2020.113483] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/31/2020] [Accepted: 09/22/2020] [Indexed: 12/19/2022]
Abstract
Paired corticospinal-motoneuronal stimulation (PCMS) elicits spinal synaptic plasticity in humans with chronic incomplete cervical spinal cord injury (SCI). Here, we examined whether PCMS-induced plasticity could be potentiated by acute intermittent hypoxia (AIH), a treatment also known to induce spinal synaptic plasticity in humans with chronic incomplete cervical SCI. During PCMS, we used 180 pairs of stimuli where corticospinal volleys evoked by transcranial magnetic stimulation over the hand representation of the primary motor cortex were timed to arrive at corticospinal-motoneuronal synapses of the first dorsal interosseous (FDI) muscle ~1-2 ms before the arrival of antidromic potentials elicited in motoneurons by electrical stimulation of the ulnar nerve. During AIH, participants were exposed to brief alternating episodes of hypoxic inspired gas (1 min episodes of 9% O2) and room air (1 min episodes of 20.9% O2). We examined corticospinal function by measuring motor evoked potentials (MEPs) elicited by cortical and subcortical stimulation of corticospinal axons and voluntary motor output in the FDI muscle before and after 30 min of PCMS combined with AIH (PCMS+AIH) or sham AIH (PCMS+sham-AIH). The amplitude of MEPs evoked by magnetic and electrical stimulation increased after both protocols, but most after PCMS+AIH, consistent with the hypothesis that their combined effects arise from spinal plasticity. Both protocols increased electromyographic activity in the FDI muscle to a similar extent. Thus, PCMS effects on spinal synapses of hand motoneurons can be potentiated by AIH. The possibility of different thresholds for physiological vs behavioral gains needs to be considered during combinatorial treatments.
Collapse
Affiliation(s)
- Lasse Christiansen
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America; Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Amager and Hvidovre, Denmark
| | - Bing Chen
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America; Shirley Ryan AbilityLab, Northwestern University, Chicago, IL 60611, United States of America
| | - Yuming Lei
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America
| | - M A Urbin
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America
| | | | - Martin Oudega
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America; Shirley Ryan AbilityLab, Northwestern University, Chicago, IL 60611, United States of America; Edward Jr. Hines VA Hospital, Chicago, IL 60141, United States of America; Department of Physical Therapy and Human Movement Sciences, Northwestern University, Northwestern University, Chicago, IL 60611, United States of America; Affiliated Cancer Hospital & Institute, Guangzhou Medical University, Guangzhou, Guangdong 510095, PR China
| | - Milap Sandhu
- Shirley Ryan AbilityLab, Northwestern University, Chicago, IL 60611, United States of America
| | - W Zev Rymer
- Shirley Ryan AbilityLab, Northwestern University, Chicago, IL 60611, United States of America
| | - Randy D Trumbower
- Spaulding Rehabilitation Hospital, Cambridge Street, Cambridge, MA 02138, United States of America; Harvard Medical School, Department of Physical Medicine & Rehabilitation, Boston, MA 02115, United States of America
| | - Gordon S Mitchell
- Center for Respiratory Research and Rehabilitation, Department of Physical Therapy and McKnight Brain Institute, University of Florida, Gainesville, FL 32610, United States of America
| | - Monica A Perez
- University of Miami, Department of Neurological Surgery, The Miami Project to Cure Paralysis and Miami VA Medical Center, Miami, FL, 33136, United States of America; Shirley Ryan AbilityLab, Northwestern University, Chicago, IL 60611, United States of America; Edward Jr. Hines VA Hospital, Chicago, IL 60141, United States of America; Department of Physical Therapy and Human Movement Sciences, Northwestern University, Northwestern University, Chicago, IL 60611, United States of America.
| |
Collapse
|
7
|
Hamel R, Côté K, Matte A, Lepage JF, Bernier PM. Rewards interact with repetition-dependent learning to enhance long-term retention of motor memories. Ann N Y Acad Sci 2019; 1452:34-51. [PMID: 31294872 DOI: 10.1111/nyas.14171] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 04/26/2019] [Accepted: 05/29/2019] [Indexed: 11/28/2022]
Abstract
The combination of behavioral experiences that enhance long-term retention remains largely unknown. Informed by neurophysiological lines of work, this study tested the hypothesis that performance-contingent monetary rewards potentiate repetition-dependent forms of learning, as induced by extensive practice at asymptote, to enhance long-term retention of motor memories. To this end, six groups of 14 participants (n = 84) acquired novel motor behaviors by adapting to a gradual visuomotor rotation while these factors were manipulated. Retention was assessed 24 h later. While all groups similarly acquired the novel motor behaviors, results from the retention session revealed an interaction indicating that rewards enhanced long-term retention, but only when practice was extended to asymptote. Specifically, the interaction indicated that this effect selectively occurred when rewards were intermittently available (i.e., 50%), but not when they were absent (i.e., 0%) or continuously available (i.e., 100%) during acquisition. This suggests that the influence of rewards on extensive practice and long-term retention is nonlinear, as continuous rewards did not further enhance retention as compared with intermittent rewards. One possibility is that rewards' intermittent availability allows to maintain their subjective value during acquisition, which may be key to potentiate long-term retention.
Collapse
Affiliation(s)
- Raphaël Hamel
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec, Canada.,Département de Kinanthropologie, Faculté des Sciences de l'Activité Physique, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Kathleen Côté
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Alexia Matte
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Jean-François Lepage
- Département de Pédiatrie, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Pierre-Michel Bernier
- Département de Kinanthropologie, Faculté des Sciences de l'Activité Physique, Université de Sherbrooke, Sherbrooke, Québec, Canada
| |
Collapse
|
8
|
Suppa A, Quartarone A, Siebner H, Chen R, Di Lazzaro V, Del Giudice P, Paulus W, Rothwell J, Ziemann U, Classen J. The associative brain at work: Evidence from paired associative stimulation studies in humans. Clin Neurophysiol 2017; 128:2140-2164. [DOI: 10.1016/j.clinph.2017.08.003] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 07/20/2017] [Accepted: 08/03/2017] [Indexed: 12/25/2022]
|
9
|
Pirio Richardson S, Altenmüller E, Alter K, Alterman RL, Chen R, Frucht S, Furuya S, Jankovic J, Jinnah HA, Kimberley TJ, Lungu C, Perlmutter JS, Prudente CN, Hallett M. Research Priorities in Limb and Task-Specific Dystonias. Front Neurol 2017; 8:170. [PMID: 28515706 PMCID: PMC5413505 DOI: 10.3389/fneur.2017.00170] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 04/11/2017] [Indexed: 11/13/2022] Open
Abstract
Dystonia, which causes intermittent or sustained abnormal postures and movements, can present in a focal or a generalized manner. In the limbs, focal dystonia can occur in either the upper or lower limbs and may be task-specific causing abnormal motor performance for only a specific task, such as in writer’s cramp, runner’s dystonia, or musician’s dystonia. Focal limb dystonia can be non-task-specific and may, in some circumstances, be associated with parkinsonian disorders. The true prevalence of focal limb dystonia is not known and is likely currently underestimated, leaving a knowledge gap and an opportunity for future research. The pathophysiology of focal limb dystonia shares some commonalities with other dystonias with a loss of inhibition in the central nervous system and a loss of the normal regulation of plasticity, called homeostatic plasticity. Functional imaging studies revealed abnormalities in several anatomical networks that involve the cortex, basal ganglia, and cerebellum. Further studies should focus on distinguishing cause from effect in both physiology and imaging studies to permit focus on most relevant biological correlates of dystonia. There is no specific therapy for the treatment of limb dystonia given the variability in presentation, but off-label botulinum toxin therapy is often applied to focal limb and task-specific dystonia. Various rehabilitation techniques have been applied and rehabilitation interventions may improve outcomes, but small sample size and lack of direct comparisons between methods to evaluate comparative efficacy limit conclusions. Finally, non-invasive and invasive therapeutic modalities have been explored in small studies with design limitations that do not yet clearly provide direction for larger clinical trials that could support new clinical therapies. Given these gaps in our clinical, pathophysiologic, and therapeutic knowledge, we have identified priorities for future research including: the development of diagnostic criteria for limb dystonia, more precise phenotypic characterization and innovative clinical trial design that considers clinical heterogeneity, and limited available number of participants.
Collapse
Affiliation(s)
- Sarah Pirio Richardson
- Department of Neurology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Eckart Altenmüller
- Institute for Music Physiology and Musicians' Medicine (IMMM), Hannover University of Music, Drama and Media, Hannover, Germany
| | - Katharine Alter
- Functional and Applied Biomechanics Section, Rehabilitation Medicine, National Institute of Child Health and Development, National Institutes of Health, Bethesda, MD, USA
| | - Ron L Alterman
- Division of Neurosurgery, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Robert Chen
- Division of Neurology, Department of Medicine (Neurology), Krembil Research Institute, University of Toronto, Toronto, ON, Canada
| | - Steven Frucht
- Robert and John M. Bendheim Parkinson and Movement Disorders Center, Mount Sinai Hospital, New York, NY, USA
| | - Shinichi Furuya
- Musical Skill and Injury Center (MuSIC), Sophia University, Tokyo, Japan
| | - Joseph Jankovic
- Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - H A Jinnah
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.,Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.,Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Teresa J Kimberley
- Department of Rehabilitation Medicine, Division of Physical Therapy and Rehabilitation Science, University of Minnesota, Minneapolis, MN, USA
| | - Codrin Lungu
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Joel S Perlmutter
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA.,Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA.,Department of Neurosciences, Washington University School of Medicine, St. Louis, MO, USA.,Department of Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA.,Department of Occupational Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - Cecília N Prudente
- Department of Rehabilitation Medicine, Division of Physical Therapy and Rehabilitation Science, University of Minnesota, Minneapolis, MN, USA
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
10
|
Modulation of the Direction and Magnitude of Hebbian Plasticity in Human Motor Cortex by Stimulus Intensity and Concurrent Inhibition. Brain Stimul 2017; 10:83-90. [DOI: 10.1016/j.brs.2016.08.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Revised: 08/09/2016] [Accepted: 08/10/2016] [Indexed: 11/18/2022] Open
|
11
|
Karabanov A, Ziemann U, Hamada M, George MS, Quartarone A, Classen J, Massimini M, Rothwell J, Siebner HR. Consensus Paper: Probing Homeostatic Plasticity of Human Cortex With Non-invasive Transcranial Brain Stimulation. Brain Stimul 2016; 8:993-1006. [PMID: 26598772 DOI: 10.1016/j.brs.2015.06.017] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Homeostatic plasticity is thought to stabilize neural activity around a set point within a physiologically reasonable dynamic range. Over the last ten years, a wide range of non-invasive transcranial brain stimulation (NTBS) techniques have been used to probe homeostatic control of cortical plasticity in the intact human brain. Here, we review different NTBS approaches to study homeostatic plasticity on a systems level and relate the findings to both, physiological evidence from in vitro studies and to a theoretical framework of homeostatic function. We highlight differences between homeostatic and other non-homeostatic forms of plasticity and we examine the contribution of sleep in restoring synaptic homeostasis. Finally, we discuss the growing number of studies showing that abnormal homeostatic plasticity may be associated to a range of neuropsychiatric diseases.
Collapse
|
12
|
Hussain SJ, Darling WG, Cole KJ. Recent History of Effector Use Modulates Practice-Dependent Changes in Corticospinal Excitability but Not Motor Learning. Brain Stimul 2016; 9:584-93. [PMID: 27117281 DOI: 10.1016/j.brs.2016.03.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 03/24/2016] [Accepted: 03/26/2016] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND The theory of homeostatic metaplasticity has significant implications for human motor cortical plasticity and motor learning. Previous work has shown that the extent of recent effector use before exogenously-induced plasticity can affect the direction, magnitude and variability of aftereffects. However, the impact of recent effector use on motor learning and practice-dependent plasticity is not known. HYPOTHESIS We hypothesized that reducing effector use for 8 hours via hand/wrist immobilization would facilitate practice-dependent changes in corticospinal excitability and TMS-evoked thumb movement kinematics, while also promoting 24-hour retention of a ballistic motor skill. METHODS Subjects participated in a crossover study involving two conditions. During the immobilization condition, subjects wore a splint that restricted motion of the left hand and thumb for 8 hours. While wearing the splint, subjects were instructed to avoid using their left hand as much as possible. During the control condition, subjects did not wear a splint at any time nor were they instructed to avoid hand use. After either an 8 hour period of immobilization or normal hand use, we collected MEP and TMS-evoked thumb movement recruitment curves, and subjects practiced a ballistic motor skill involving rapid thumb extension. After motor practice, MEP and TMS-evoked thumb movement recruitment curves were re-tested. Retention of the motor skill was tested 30 minutes and 24 hours after motor practice. RESULTS Reduced effector use did not impact pre-practice corticospinal excitability but did facilitate practice-dependent changes in corticospinal excitability, and this enhancement was specific to the trained muscle. In contrast, reducing effector use did not affect practice-dependent changes in TMS-evoked thumb movements nor did it promote acquisition or retention of the skill. Finally, we detected some associations between pre-practice excitability levels, plasticity effects and learning effects, but these did not reach our adjusted criterion for significance. CONCLUSION Experimentally enhancing practice-dependent changes in corticospinal excitability is not sufficient to promote learning or memory of a ballistic motor skill.
Collapse
Affiliation(s)
- Sara J Hussain
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52246, USA.
| | - Warren G Darling
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52246, USA
| | - Kelly J Cole
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52246, USA
| |
Collapse
|
13
|
Inducing LTD-Like Effect in the Human Motor Cortex with Low Frequency and Very Short Duration Paired Associative Stimulation: An Exploratory Study. Neural Plast 2016; 2016:3920298. [PMID: 26904298 PMCID: PMC4745907 DOI: 10.1155/2016/3920298] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 12/24/2015] [Accepted: 12/29/2015] [Indexed: 01/01/2023] Open
Abstract
Introduction. Paired associative stimulation (PAS) is an established technique to investigate synaptic plasticity in the human motor cortex (M1). Classically, to induce long-term depression- (LTD-) or long-term potentiation-like effects in the human M1, studies have used low frequency and long duration trains of PAS. In the present study, we explored an LTD-like effect using very short duration and low frequency of PAS10 ms protocols in human M1. Methods. Six protocols of low frequency PAS10 ms (ranging from 0.2 Hz to 1 Hz) were investigated with very short durations of 1 and 2 minutes stimulation. Six healthy volunteers were included in each protocol. We obtained motor-evoked potentials from right abductor pollicis brevis muscle before and after applying PAS10 ms up to 30 minutes. After we found PAS10 ms protocol which induced an LTD-like effect, we tested that protocol on additional 5 subjects. Results. One-way repeated-measures ANOVA showed that only the group of 1-minute stimulation of 0.25 Hz induced an LTD-like effect. When adding the additional subjects, the effect remained and lasted for 30 minutes. Conclusion. Low frequency and very short duration of PAS10 ms potentially induced an LTD-like effect in human M1. With further verification, this method might be useful for research relating to synaptic plasticity by reducing the duration of study and minimizing subject discomfort.
Collapse
|
14
|
Wischnewski M, Schutter DJ. Efficacy and time course of paired associative stimulation in cortical plasticity: Implications for neuropsychiatry. Clin Neurophysiol 2016; 127:732-739. [DOI: 10.1016/j.clinph.2015.04.072] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Revised: 03/16/2015] [Accepted: 04/24/2015] [Indexed: 12/20/2022]
|
15
|
Fitzpatrick SC, Luu BL, Butler JE, Taylor JL. More conditioning stimuli enhance synaptic plasticity in the human spinal cord. Clin Neurophysiol 2016; 127:724-731. [DOI: 10.1016/j.clinph.2015.03.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 03/06/2015] [Accepted: 03/23/2015] [Indexed: 10/23/2022]
|
16
|
Deleterious effects of a low amount of ethanol on LTP-like plasticity in human cortex. Neuropsychopharmacology 2014; 39:1508-18. [PMID: 24385131 PMCID: PMC3988555 DOI: 10.1038/npp.2013.350] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2013] [Revised: 12/28/2013] [Accepted: 12/28/2013] [Indexed: 11/08/2022]
Abstract
Ingesting ethanol (EtOH) at low doses during social drinking is a common human behavior for its facilitating effects on social interactions. However, low-dose EtOH may have also detrimental effects that so far are underexplored. Here we sought to test the effects of low-dose EtOH on long-term potentiation (LTP)-like plasticity in human motor cortex. Previous cellular experiments showed that low-dose EtOH potentiates extrasynaptic GABAAR and reduces NMDAR-mediated currents, processes that would limit the expression of LTP. Paired associative transcranial magnetic stimulation (PASLTP) was employed in nine healthy subjects for induction of LTP-like plasticity, indexed by a long-term increase in motor-evoked potential input-output curves. Synaptic α1-GABAAR function was measured by saccadic peak velocity (SPV). Very low doses of EtOH (resulting in blood concentrations of <5 mM) suppressed LTP-like plasticity but did not affect SPV when compared with a placebo condition. In contrast, 1 mg of alprazolam, a classical benzodiazepine, or 10 mg of zolpidem, a non-benzodiazepine hypnotic, decreased SPV but did not significantly affect LTP-like plasticity when compared with placebo. This double dissociation of low-dose EtOH vs alprazolam/zolpidem effects is best explained by the putatively high affinity of EtOH but not alprazolam/zolpidem to extrasynaptic GABAARs and to NMDARs. Findings suggest that enhancement of extrasynaptic GABAAR-mediated tonic inhibition and/or reduction of NMDAR-mediated neurotransmission by EtOH blocks LTP-like plasticity in human cortex at very low doses that are easily reached during social drinking. Therefore, low-dose EtOH may jeopardize LTP-dependent processes, such as learning and memory formation.
Collapse
|