1
|
Mahon CE, Hendershot BD, Gaskins C, Hatfield BD, Shaw EP, Gentili RJ. A mental workload and biomechanical assessment during split-belt locomotor adaptation with and without optic flow. Exp Brain Res 2023:10.1007/s00221-023-06609-6. [PMID: 37358569 DOI: 10.1007/s00221-023-06609-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 03/27/2023] [Indexed: 06/27/2023]
Abstract
Adaptive human performance relies on the central nervous system to regulate the engagement of cognitive-motor resources as task demands vary. Despite numerous studies which employed a split-belt induced perturbation to examine biomechanical outcomes during locomotor adaptation, none concurrently examined the cerebral cortical dynamics to assess changes in mental workload. Additionally, while prior work suggests that optic flow provides critical information for walking regulation, a few studies have manipulated visual inputs during adaption to split-belt walking. This study aimed to examine the concurrent modulation of gait and Electroencephalography (EEG) cortical dynamics underlying mental workload during split-belt locomotor adaptation, with and without optic flow. Thirteen uninjured participants with minimal inherent walking asymmetries at baseline underwent adaptation, while temporal-spatial gait and EEG spectral metrics were recorded. The results revealed a reduction in step length and time asymmetry from early to late adaptation, accompanied by an elevated frontal and temporal theta power; the former being well corelated to biomechanical changes. While the absence of optic flow during adaptation did not affect temporal-spatial gait metrics, it led to an increase of theta and low-alpha power. Thus, as individuals adapt their locomotor patterns, the cognitive-motor resources underlying the encoding and consolidation processes of the procedural memory were recruited to acquire a new internal model of the perturbation. Also, when adaption occurs without optic flow, a further reduction of arousal is accompanied with an elevation of attentional engagement due to enhanced neurocognitive resources likely to maintain adaptive walking patterns.
Collapse
Affiliation(s)
- Caitlin E Mahon
- Research and Surveillance Section, Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA
- Department of Rehabilitation, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Brad D Hendershot
- Research and Surveillance Section, Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA
- Department of Rehabilitation, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Christopher Gaskins
- Cognitive Motor Neuroscience Laboratory, Department of Kinesiology, School of Public Health (Bldg #255), University of Maryland, room #2138, College Park, MD, 20742, USA
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA
| | - Bradley D Hatfield
- Cognitive Motor Neuroscience Laboratory, Department of Kinesiology, School of Public Health (Bldg #255), University of Maryland, room #2138, College Park, MD, 20742, USA
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA
| | - Emma P Shaw
- Cognitive Motor Neuroscience Laboratory, Department of Kinesiology, School of Public Health (Bldg #255), University of Maryland, room #2138, College Park, MD, 20742, USA.
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA.
| | - Rodolphe J Gentili
- Cognitive Motor Neuroscience Laboratory, Department of Kinesiology, School of Public Health (Bldg #255), University of Maryland, room #2138, College Park, MD, 20742, USA.
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, USA.
- Maryland Robotics Center, University of Maryland, College Park, MD, USA.
| |
Collapse
|
2
|
Ebnali M, Paladugu P, Miccile C, Park SH, Burian B, Yule S, Dias RD. Extended Reality Applications for Space Health. Aerosp Med Hum Perform 2023; 94:122-130. [PMID: 36829279 DOI: 10.3357/amhp.6131.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2023]
Abstract
INTRODUCTION: Spaceflight has detrimental effects on human health, imposing significant and unique risks to crewmembers due to physiological adaptations, exposure to physical and psychological stressors, and limited capabilities to provide medical care. Previous research has proposed and evaluated several strategies to support and mitigate the risks related to astronauts' health and medical exploration capabilities. Among these, extended reality (XR) technologies, including augmented reality (AR), virtual reality (VR), and mixed reality (MR) have increasingly been adopted for training, real-time clinical, and operational support in both terrestrial and aerospace settings, and only a few studies have reported research results on the applications of XR technologies for improving space health. This study aims to systematically review the scientific literature that has explored the application of XR technologies in the space health field. We also discuss the methodological and design characteristics of the existing studies in this realm, informing future research and development efforts on applying XR technologies to improve space health and enhance crew safety and performance.Ebnali M, Paladugu P, Miccile C, Park SH, Burian B, Yule S, Dias RD. Extended reality applications for space health. Aerosp Med Hum Perform. 2023; 94(3):122-130.
Collapse
|
3
|
Ren M, Lin T, Chien JH. Different Types of Visual Perturbation Induced Different Demands and Patterns in Active Control: Implication for Future Sensorimotor Training. Front Physiol 2022; 13:919816. [PMID: 35910572 PMCID: PMC9325964 DOI: 10.3389/fphys.2022.919816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 06/08/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Sensorimotor training using visual perturbations has been widely applied to astronauts for rapidly handling and adapting to unpredictable environments. However, these visual perturbations might not be strong enough to trigger long-term effects. Therefore, this study aimed to develop a novel sensorimotor training paradigm using pseudo-random visual perturbations and to determine the demands and patterns of active control under different types of visual perturbations. Method: Thirty healthy young adults participated in this study. Four walking conditions were randomly assigned to these participants: 1) walking without optic flow (NoOptic), 2) walking with the optic flow (Optic), 3) walking under reduced visual capability (Vre), and 4) walking under perturbed optic flow (Vpe). The dependent variables were the step length variability, the step width variability, the 95% confidence interval ellipse area, the long axis of the ellipse, and the short axis of the ellipse. Results: The results indicated that 1) the step length variability and the ellipse area were greater in Vre compared to Optic (p < 0.001, p < 0.001). Moreover, the step width variability and ellipse area were greater in Vpe than Optic (p < 0.001, p = 0.002). Conclusion: The abovementioned results demonstrated that 1) walking in both Vre and Vpe conditions required greater demands and different patterns in active controls compared to the Optic condition, suggesting both Vre and Vpe conditions could be applied for sensorimotor training; 2) the Vre condition would be the first choice if there were no concerns in potential trips on the treadmill.
Collapse
Affiliation(s)
- Muchen Ren
- Department of Health and Rehabilitation Science, College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, United States
| | - Tangdi Lin
- Department of Health and Rehabilitation Science, College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, United States
| | - Jung Hung Chien
- Independent Researcher, Omaha, NE, United States
- *Correspondence: Jung Hung Chien,
| |
Collapse
|
4
|
Alessandria M. Horizontal Heterophoria Modifications by Means of Thin Proprioceptive Stimulations Applied on the Foot Sole: A Randomised Study. J Mot Behav 2022; 54:620-630. [PMID: 35236256 DOI: 10.1080/00222895.2022.2046539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Some authors have demonstrated that proprioceptive stimuli applied on the feet soles can interfere on the ocular muscles. However, these studies do not clarify possible functional differences between the dominant eye and the non-dominant eye. The purpose of this randomised study is to establish if the positioning of an Internal Heel Wedge (IHW) and an External Heel Wedge (EHW) can modify horizontal heterophoria, determine dissimilar behaviours between the dominant eye and the non-dominant eye. Forty-two healthy subjects, with a right dominant eye, were tested. The 1.5 mm-thick proprioceptive stimuli were shaped out of a cork half-moon. The experimental group was divided into two groups: IHW group and EHW group. Both groups performed the "Baseline" (without mechanical stimulation) and "After 15'" (following a fitting period of 15 minutes on a treadmill with mechanical stimulation) trials. The control group performed the same trials without any podalic stimulation. Meaningful changes were observed on the horizontal heterophoria of the non-dominating eye with an IHW. Non-statistically significant variations were observed with an EHW and in the Control group. A thin heel wedge applied on the foot sole was able to generate functional changes in the non-dominant eye and could help health professionals develop increasingly personalised rehabilitation programmes.
Collapse
Affiliation(s)
- Marco Alessandria
- Department of Life Sciences and Systems Biology, University of Turin, Torino, Italy
| |
Collapse
|
5
|
Sado T, Nielsen J, Glaister B, Takahashi KZ, Malcolm P, Mukherjee M. A passive exoskeleton can assist split-belt adaptation. Exp Brain Res 2022; 240:1159-1176. [PMID: 35165776 PMCID: PMC9103932 DOI: 10.1007/s00221-022-06314-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 01/25/2022] [Indexed: 11/04/2022]
Abstract
An exoskeletal device can assist walking in those with gait deficits. A passive exoskeleton can be a favorable choice for local or home rehabilitation settings because it is affordable, light weight, and less complex to utilize. While there is research that investigates the effects of exoskeleton on gait research examining the effects of such devices on gait adaptation, is rare. This is important because in diseases like stroke, the ability to flexibly adapt is affected, such that functional recovery becomes difficult. The purpose of this study was to characterize gait adaptation patterns that result from exoskeleton usage during a split-belt adaptation task. Healthy young participants were randomly assigned to a unilateral exoskeleton or a no-exoskeleton group. Each participant performed the specific split-belt adaptation tasks on the treadmill, where the speed of each belt could be controlled independently. Symmetry indices of spatiotemporal variables were calculated to quantify gait adaptation. To analyze the adaptation, trials were divided into early and late adaptation. We also analyzed degree of adaptation, and transfer effects. We also measured the symmetry of the positive power generated by the individual legs during the split-belt task to determine if using exoskeleton assistance reduced power in the exoskeleton group versus the no-exoskeleton group. Use of a passive exoskeleton device altered gait adaptation during a split-belt treadmill task in comparison to the control group. Such adaptation was found to be largely restricted to the temporal domain. Changes in the gait coordination patterns consisted of both early and late adaptive changes, especially in intra-limb patterns like stance time rather than inter-limb patterns like step time. Although the symmetry of the positive power generated during the split-belt task was found to be reduced for the exoskeleton-assistance group, it was shown that this was primarily the result of increased positive power generated by the side not receiving exoskeletal assistance. An unpowered assistive device can provide a unique solution for coordinating the lower limbs during different gait tasks. Such a solution could reduce the neural burden of adaptation consequently resulting in a reduction of the mechanical burden of walking during the bilateral gait coordination task. This may be useful for accelerating gait rehabilitation in different patient populations. However, balance control is important to consider during unilateral exoskeletal assistance.
Collapse
Affiliation(s)
- Takashi Sado
- Department of Biomechanics, University of Nebraska at Omaha, BRB#210, Biomechanics Research Building, 6160, University Drive, Omaha, NE, 68182-0860, USA
| | - James Nielsen
- Department of Biomechanics, University of Nebraska at Omaha, BRB#210, Biomechanics Research Building, 6160, University Drive, Omaha, NE, 68182-0860, USA
| | | | - Kota Z Takahashi
- Department of Biomechanics, University of Nebraska at Omaha, BRB#210, Biomechanics Research Building, 6160, University Drive, Omaha, NE, 68182-0860, USA
| | - Philippe Malcolm
- Department of Biomechanics, University of Nebraska at Omaha, BRB#210, Biomechanics Research Building, 6160, University Drive, Omaha, NE, 68182-0860, USA
| | - Mukul Mukherjee
- Department of Biomechanics, University of Nebraska at Omaha, BRB#210, Biomechanics Research Building, 6160, University Drive, Omaha, NE, 68182-0860, USA.
| |
Collapse
|
6
|
Stone AE, Hockman AC, Roper JA, Hass CJ. Incremental Visual Occlusion During Split-Belt Treadmill Walking Has No Gradient Effect on Adaptation or Retention. Percept Mot Skills 2021; 128:2490-2506. [PMID: 34590936 DOI: 10.1177/00315125211050322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Split-belt treadmills have become an increasingly popular means of quantifying ambulation adaptability. Multiple sensory feedback mechanisms, including vision, contribute to task execution and adaptation success. No studies have yet explored visual feedback effects on locomotor adaptability across a spectrum of available visual information. In this study, we sought to better understand the effects of visual information on locomotor adaptation and retention by directly comparing incremental levels of visual occlusion. Sixty healthy young adults completed a split-belt adaptation protocol, including a baseline, asymmetric walking condition (adapt), a symmetric walking condition (de-adapt), and another asymmetric walking condition (re-adapt). We randomly assigned participants into conditions with varied visual occlusion (i.e., complete and lower visual field occlusion, or normal vision). We captured kinematic data, and outcome measures included magnitude of asymmetry, spatial and temporal contributions to step length asymmetry, variability of the final adapted pattern, and magnitude of adaptation. We used repeated measures and four-way MANOVAs to examine the influence of visual occlusion and walking condition. Participants with complete, compared to lower visual field visual occlusion displayed less consistency in their walking pattern, evident via increased step length standard deviation (p = .007, d = 0.89), and compared to normal vision groups (p = .003 d = 0.81). We found no other group differences, indicating that varying levels of visual occlusion did not significantly affect locomotor adaptation or retention. This study offers insight into the role vision plays in locomotor adaptation and retention with clinical utility for improving variability in step control.
Collapse
Affiliation(s)
- Amanda E Stone
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, Florida, United States
| | - Adam C Hockman
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, Florida, United States
| | - Jaimie A Roper
- School of Kinesiology, College of Education, Auburn University, Auburn, Alabama, United States
| | - Chris J Hass
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, Florida, United States
| |
Collapse
|
7
|
Shideler BL, Martelli D, Prado A, Agrawal SK. Overground gait training using virtual reality aimed at gait symmetry. Hum Mov Sci 2021; 76:102770. [PMID: 33636570 DOI: 10.1016/j.humov.2021.102770] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 10/27/2020] [Accepted: 02/01/2021] [Indexed: 01/30/2023]
Abstract
This study investigated if training in a virtual reality (VR) environment that provides visual and audio biofeedback on foot placement can induce changes to spatial and temporal parameters of gait during overground walking. Eighteen healthy young adults walked for 23 min back and forth on an instrumented walkway in three different conditions: (i) real environment (RE), (ii) virtual environment (VE) with no biofeedback, and (iii) VE with biofeedback. Visual and audio biofeedback while stepping on virtual footprint targets appearing along a straight path encouraged participants to walk with an asymmetrical step length (SL). A repeated-measures, one-way ANOVA, followed by a pairwise comparison post-hoc analysis with Bonferroni's correction, was performed to compare the step length difference (SLD), stance phase percentage difference (SPPD), and double-support percentage difference (DSPD) between early and late phases of all walking conditions. The results demonstrate the efficacy of the VE biofeedback system for training asymmetrical gait patterns. Participants temporarily adapted an asymmetrical gait pattern immediately post-training in the VE. Induced asymmetries persisted significantly while later walking in the RE. Asymmetry was significant in the spatial parameters of gait (SLD) but not in the temporal parameters (SPPD and DSPD). This paper demonstrates a method to induce unilateral changes in spatial parameters of gait using a novel VR tool. This study provides a proof-of-concept validation that VR biofeedback training can be conducted directly overground and could potentially provide a new method for treatment of hemiplegic gait or asymmetrical walking.
Collapse
Affiliation(s)
- Blynn L Shideler
- Robotics and Rehabilitation (ROAR) Laboratory, Department of Mechanical Engineering, Columbia University, New York, United States; Department of Biomedical Engineering, Columbia University, New York, United States
| | - Dario Martelli
- Department of Mechanical Engineering, The University of Alabama, Tuscaloosa, United States
| | - Antonio Prado
- Robotics and Rehabilitation (ROAR) Laboratory, Department of Mechanical Engineering, Columbia University, New York, United States
| | - Sunil K Agrawal
- Robotics and Rehabilitation (ROAR) Laboratory, Department of Mechanical Engineering, Columbia University, New York, United States; Department of Rehabilitation and Regenerative Medicine, Columbia University Valegos College of Physicians and Surgeons, New York, United States.
| |
Collapse
|
8
|
Hinton DC, Conradsson DM, Paquette C. Understanding Human Neural Control of Short-term Gait Adaptation to the Split-belt Treadmill. Neuroscience 2020; 451:36-50. [DOI: 10.1016/j.neuroscience.2020.09.055] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Revised: 09/22/2020] [Accepted: 09/27/2020] [Indexed: 12/31/2022]
|
9
|
Vasudevan EVL, Hamzey RJ, Kirk EM. Using a Split-belt Treadmill to Evaluate Generalization of Human Locomotor Adaptation. J Vis Exp 2017. [PMID: 28872105 DOI: 10.3791/55424] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Understanding the mechanisms underlying locomotor learning helps researchers and clinicians optimize gait retraining as part of motor rehabilitation. However, studying human locomotor learning can be challenging. During infancy and childhood, the neuromuscular system is quite immature, and it is unlikely that locomotor learning during early stages of development is governed by the same mechanisms as in adulthood. By the time humans reach maturity, they are so proficient at walking that it is difficult to come up with a sufficiently novel task to study de novo locomotor learning. The split-belt treadmill, which has two belts that can drive each leg at a different speed, enables the study of both short- (i.e., immediate) and long-term (i.e., over minutes-days; a form of motor learning) gait modifications in response to a novel change in the walking environment. Individuals can easily be screened for previous exposure to the split-belt treadmill, thus ensuring that all experimental participants have no (or equivalent) prior experience. This paper describes a typical split-belt treadmill adaptation protocol that incorporates testing methods to quantify locomotor learning and generalization of this learning to other walking contexts. A discussion of important considerations for designing split-belt treadmill experiments follows, including factors like treadmill belt speeds, rest breaks, and distractors. Additionally, potential but understudied confounding variables (e.g., arm movements, prior experience) are considered in the discussion.
Collapse
Affiliation(s)
- Erin V L Vasudevan
- Physical Therapy, School of Health Technology and Management, Stony Brook University; Motor Learning Lab, Moss Rehabilitation Research Institute, Einstein Healthcare Network;
| | - Rami J Hamzey
- Physical Therapy, School of Health Technology and Management, Stony Brook University; Motor Learning Lab, Moss Rehabilitation Research Institute, Einstein Healthcare Network
| | - Eileen M Kirk
- Motor Learning Lab, Moss Rehabilitation Research Institute, Einstein Healthcare Network
| |
Collapse
|
10
|
Tactile stimuli affect long-range correlations of stride interval and stride length differently during walking. Exp Brain Res 2017; 235:1185-1193. [PMID: 28188327 DOI: 10.1007/s00221-017-4881-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 01/13/2017] [Indexed: 12/16/2022]
Abstract
Sensory feedback below the sole of the foot using sub-threshold mechanical noise significantly reduced postural sway in patients with diabetes and stroke. However, the effects of tactile parameters on walking are still elusive. Specifically, the effects of such parameters on human gait variability need to be studied because of possible rehabilitation outcomes in terms of bringing improvement in temporal and spatial gait parameters. The purpose of this study was to investigate whether different frequency and amplitude combinations of vibro-tactile stimulation of feet would affect stride-to-stride variability in healthy young adults. Ten healthy subjects walked on a treadmill at self-selected pace while wearing customized insoles fitted with tactors that vibrated at selected frequencies and amplitudes. The results show that the frequency manipulations of tactile stimulation altered the long-range correlations (LRCs) in stride length while amplitude manipulations affected the LRCs in stride interval without having any effect on the amount of gait variability. Our findings suggest that independent neural mechanisms may be responsible for coordinating LRCs of gait parameters in the spatial and temporal domains.
Collapse
|
11
|
Abstract
Optimization of gait rehabilitation using split-belt treadmills critically depends on our understanding of the roles of somatosensory perception and sensorimotor recalibration in perceiving gait asymmetry and adapting to split-belt walking. Recent evidence justifies the hypothesis that perception of gait asymmetry is based mainly on detection of temporal mismatches between afferent inputs at the spinal level.
Collapse
Affiliation(s)
- Wouter Hoogkamer
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO
| |
Collapse
|