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Jiang A, Grover FM, Bucklin M, Deol J, Shafer A, Gordon KE. Prior uncertainty impedes discrete locomotor adaptation. PLoS One 2024; 19:e0291284. [PMID: 38363788 PMCID: PMC10871477 DOI: 10.1371/journal.pone.0291284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 02/04/2024] [Indexed: 02/18/2024] Open
Abstract
The impact of environmental uncertainty on locomotor adaptation remains unclear. Environmental uncertainty could either aid locomotor adaptation by prompting protective control strategies that stabilize movements to assist learning or impede adaptation by reducing error sensitivity and fostering hesitance to pursue corrective movements. To explore this, we investigated participants' adaptation to a consistent force field after experiencing environmental uncertainty in the form of unpredictable balance perturbations. We compared the performance of this group (Perturbation) to the adaptive performance of a group that did not experience any unpredictable perturbations (Non-Perturbation). Perturbations were delivered using a cable-driven robotic device applying lateral forces to the pelvis. We assessed whole-body center of mass (COM) trajectory (COM signed deviation), anticipatory postural adjustments (COM lateral offset), and first step width. The Perturbation group exhibited larger disruptions in COM trajectory (greater COM signed deviations) than the Non-Perturbation group when first walking in the force field. While the COM signed deviations of both groups decreased towards baseline values, only the Non-Perturbation group returned to baseline levels. The Perturbation groups COM signed deviations remained higher, indicating they failed to fully adapt to the force field before the end. The Perturbation group also did not adapt their COM lateral offset to counter the predictable effects of the force field as the Non-Perturbation group did, and their first step width increased more slowly. Our findings suggest that exposure to unpredictable perturbations impeded future sensorimotor adaptations to consistent perturbations.
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Affiliation(s)
- Aojun Jiang
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States of America
| | - Francis M. Grover
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
| | - Mary Bucklin
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States of America
| | - Jasjit Deol
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
| | - Anna Shafer
- Research Service, Edward Hines Jr. VA Hospital, Hines, IL, United States of America
| | - Keith E. Gordon
- Department of Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America
- Research Service, Edward Hines Jr. VA Hospital, Hines, IL, United States of America
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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] [What about the content of this article? (0)] [Affiliation(s)] [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.
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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
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Abstract
Feedforward internal model-based control enabled by efference copies of motor commands is the prevailing theoretical account of motor anticipation. Grip force control during object manipulation-a paradigmatic example of motor anticipation-is a key line of evidence for that account. However, the internal model approach has not addressed the computational challenges faced by the act of manipulating mechanically complex objects with nonlinear, underactuated degrees of freedom. These objects exhibit complex and unpredictable load force dynamics which cannot be encoded by efference copies of underlying motor commands, leading to the prediction from the perspective of an efference copy-enabled feedforward control scheme that grip force should either lag or fail to coordinate with changes in load force. In contrast to that prediction, we found evidence for strong, precise, anticipatory grip force control during manipulations of a complex object. The results are therefore inconsistent with the internal forward model approach and suggest that efference copies of motor commands are not necessary to enable anticipatory control during active object manipulation.NEW & NOTEWORTHY From the perspective of feedforward internal model-based control, precise, anticipatory grip force (GF) control when manipulating a complex object should not be possible as the object's changing load forces (LFs) cannot be encoded by efference copies of the underlying movements. However, we observed that GF exhibited strong, precise, anticipatory coupling with LF during extended manipulations of a complex object. These findings suggest that an alternative theoretical framework is needed to account for anticipatory GF control.
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Affiliation(s)
- Francis M Grover
- Center for Cognition, Action, and Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio.,Shirley Ryan AbilityLab, Northwestern University, Chicago, Illinois.,Edward Hines, Jr. VA Hospital, Chicago, Illinois
| | - Christopher Riehm
- Center for Cognition, Action, and Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
| | - Paula L Silva
- Center for Cognition, Action, and Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
| | - Tamara Lorenz
- Center for Cognition, Action, and Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio.,Department of Mechanical and Materials Engineering, University of Cincinnati, Cincinnati, Ohio.,Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, Ohio
| | - Michael A Riley
- Center for Cognition, Action, and Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
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Schwab SM, Grover FM, Abney DH, Silva PL, Riley MA. Children and adolescents with cerebral palsy flexibly adapt grip control in response to variable task demands. Clin Biomech (Bristol, Avon) 2020; 80:105149. [PMID: 32829238 DOI: 10.1016/j.clinbiomech.2020.105149] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 08/01/2020] [Accepted: 08/13/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Children and adolescents with cerebral palsy demonstrate impairments in grip control with associated limitations in functional grasp. Previous work in cerebral palsy has focused on grip control using relatively predictable task demands, a feature which may limit generalizability of those study results in light of recent evidence in typically developing adults suggesting that grip control strategies are task-dependent. The purpose of this study was to determine whether and how varying upper extremity task demands affect grip control in children and adolescents with cerebral palsy. METHODS Children and adolescents with mild spastic cerebral palsy (n = 10) and age- and gender-matched typically developing controls (n = 10) participated. Participants grasped an object while immersed in a virtual environment displaying a moving target and a virtual representation of the held object. Participants aimed to track the target by maintaining the position of the virtual object within the target as it moved in predictable and unpredictable trajectories. FINDINGS Grip control in children with cerebral palsy was less efficient and less responsive to object load force than in typically developing children, but only in the predictable trajectory condition. Both groups of participants demonstrated more responsive grip control in the unpredictable compared to the predictable trajectory condition. INTERPRETATION Grip control impairments in children with cerebral palsy are task-dependent. Children and adolescents with cerebral palsy demonstrated commonly observed grip impairments in the predictable trajectory condition. Unpredictable task demands, however, appeared to attenuate impairments and, thus, could be exploited in the design of therapeutic interventions.
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Affiliation(s)
- Sarah M Schwab
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Edwards Center 1, Cincinnati, OH 45221-0376, USA.
| | - Francis M Grover
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Edwards Center 1, Cincinnati, OH 45221-0376, USA.
| | - Drew H Abney
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Edwards Center 1, Cincinnati, OH 45221-0376, USA.
| | - Paula L Silva
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Edwards Center 1, Cincinnati, OH 45221-0376, USA.
| | - Michael A Riley
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Edwards Center 1, Cincinnati, OH 45221-0376, USA.
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Annand CT, Grover FM, Silva PL, Holden JG, Riley MA. Early learning differences between intra- and interpersonal interlimb coordination. Hum Mov Sci 2020; 73:102682. [PMID: 32971412 DOI: 10.1016/j.humov.2020.102682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 08/25/2020] [Accepted: 09/08/2020] [Indexed: 11/15/2022]
Abstract
Intrinsic coordination patterns exist between limbs such that 1) coordination at these states is inherently stable, 2) any other pattern requires learning to produce, and 3) this learning is subject to interference from a systemic bias towards intrinsic patterns. The dynamics that govern intrapersonal interlimb coordination also govern interpersonal coordination. However, intrapersonal coordination exhibits greater coupling strength and thus more stable intrinsic dynamics than interpersonal coordination. Because the strength of intrinsic coordination tendencies has consequences for learning coordination patterns, the differences in coupling strength between intra- and interpersonal coordination should impact the ability to perform new coordination patterns via greater or less interference from intrinsic dynamics. This was investigated by measuring participants' performance as they learned a new coordination pattern alone (intrapersonal) or in pairs (interpersonal). Participants were implicitly tasked with learning the pattern as they separately controlled the vertical and horizontal position of an on-screen cursor to trace a circling target. We observed better performance of dyads on first trial and steeper learning trajectories for individuals. Overall, these results indicate that individuals experienced greater interference from stronger intrinsic coordination dynamics during early learning but could overcome this interference and achieve similar performance to that of dyads with very little practice.
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Affiliation(s)
- Colin T Annand
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA; The Complexity Group, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA.
| | - Francis M Grover
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | - Paula L Silva
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | - John G Holden
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA; The Complexity Group, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | - Michael A Riley
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
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Grover FM, Schwab SM, Silva PL, Lorenz T, Riley MA. Flexible organization of grip force control during movement frequency scaling. J Neurophysiol 2019; 122:2304-2315. [DOI: 10.1152/jn.00416.2019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The grip force applied to maintain grasp of a handheld object has been typically reported as tightly coupled to the load force exerted by the object as it is actively manipulated, occurring proportionally and consistently in phase with changes in load force. However, continuous grip force-load force coupling breaks down when overall load force levels and oscillation amplitudes are lower (Grover F, Lamb M, Bonnette S, Silva PL, Lorenz T, Riley MA. Exp Brain Res 236: 2531–2544, 2018) or more predictable (Grover FM, Nalepka P, Silva PL, Lorenz T, Riley MA. Exp Brain Res 237: 687–703, 2019). Under these circumstances, grip force is instead only intermittently coupled to load force; continuous coupling is prompted only when load force levels or variations become sufficiently high or unpredictable. The current study investigated the nature of the transition between continuous and intermittent modes of grip force control by scaling the load force level and the oscillation amplitude continuously in time by means of scaling the required frequency of movement oscillations. Participants grasped a cylindrical object between the thumb and forefinger and oscillated their arm about the shoulder in the sagittal plane. Oscillation frequencies were paced with a metronome that scaled through an ascending or descending frequency progression. Due to greater accelerations, faster frequencies produced greater overall load force levels and more pronounced load oscillations. We observed smooth but nonlinear transitions between clear regimes of intermittent and continuous grip force-load force coordination, for both scaling directions, indicating that grip force control can flexibly reorganize as parameters affecting grasp (e.g., variations in load force) change over time. NEW & NOTEWORTHY Grip force (GF) is synchronously coupled to changing load forces (LF) during object manipulation when LF levels are high or unpredictable, but only intermittently coupled to LF during less challenging grasp conditions. This study characterized the nature of transitions between synchronous and intermittent GF-LF coupling, revealing a smooth but nonlinear change in intermittent GF modulation in response to continuous scaling of LF amplitude. Intermittent, “drift-and-act” control may provide an alternative framework for understanding GF-LF coupling.
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Affiliation(s)
- Francis M. Grover
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
| | - Sarah M. Schwab
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
| | - Paula L. Silva
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
| | - Tamara Lorenz
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
- Department of Mechanical and Materials Engineering, University of Cincinnati, Cincinnati, Ohio
- Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, Ohio
| | - Michael A. Riley
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio
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Affiliation(s)
- Francis M. Grover
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio, USA
| | - Sarah M. Schwab
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio, USA
| | - Michael A. Riley
- Center for Cognition, Action, & Perception, Department of Psychology, University of Cincinnati, Cincinnati, Ohio, USA
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