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Inagaki S, Matsuura H, Sakurai K, Minati L, Yoshimura N. Decline in Sensory Integration in Old Age and Its Related Functional Brain Connectivity Correlates Observed during a Virtual Reality Task. Brain Sci 2024; 14:840. [PMID: 39199531 PMCID: PMC11352474 DOI: 10.3390/brainsci14080840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Revised: 08/17/2024] [Accepted: 08/20/2024] [Indexed: 09/01/2024] Open
Abstract
Sensory integration is an essential human function whose decline impacts quality of life, particularly in older adults. Herein, we propose an arm-reaching task based on a virtual reality head-mounted display system to assess sensory integration in daily life, and we examined whether reaching task performance was associated with resting-state functional connectivity (rsFC) between the brain regions involved in sensory integration. We hypothesized that declining sensory integration would affect performance during a reaching task with multiple cognitive loads. Using a task in which a young/middle-aged group showed only small individual differences, older adults showed large individual differences in the gap angle between the reaching hand and the target position, which was used to assess sensory integration function. Additionally, rsfMRI data were used to identify correlations between rsFC and performance in older adults, showing that performance was correlated with connectivity between the primary motor area and the left inferior temporal gyrus and temporo-occipital region. Connectivity between areas is related to visuomotor integration; thus, the results suggest the involvement of visuomotor integration in the decline of sensory integration function and the validity of the gap angle during this VR reaching task as an index of functional decline.
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Affiliation(s)
- Satoru Inagaki
- Human Centered Science and Biomedical Engineering, Department of Computer Science, School of Computing, Tokyo Institute of Technology, Tokyo 226-8501, Japan;
| | - Hirokazu Matsuura
- Information and Communications Engineering, Department of Information and Communications Engineering, School of Engineering, Tokyo Institute of Technology, Tokyo 226-8501, Japan; (H.M.); (K.S.)
| | - Kazuki Sakurai
- Information and Communications Engineering, Department of Information and Communications Engineering, School of Engineering, Tokyo Institute of Technology, Tokyo 226-8501, Japan; (H.M.); (K.S.)
| | - Ludovico Minati
- Institute of Innovative Research, Tokyo Institute of Technology, Tokyo 226-8501, Japan;
- Center for Mind/Brain Science, University of Trento, 38122 Trento, Italy
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610056, China
| | - Natsue Yoshimura
- School of Computing, Tokyo Institute of Technology, Tokyo 226-8501, Japan
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Sato SD, Choi JT. Reduced corticospinal drive and inflexible temporal adaptation during visually guided walking in older adults. J Neurophysiol 2023; 130:1508-1520. [PMID: 37937342 PMCID: PMC10994519 DOI: 10.1152/jn.00078.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 10/23/2023] [Accepted: 11/07/2023] [Indexed: 11/09/2023] Open
Abstract
Corticospinal drive during walking is reduced in older adults compared with young adults, but it is not clear how this decrease might compromise one's ability to adjust stepping, particularly during visuomotor adaptation. We hypothesize that age-related changes in corticospinal drive could predict differences in older adults' step length and step time adjustments in response to visual perturbations compared with younger adults. Healthy young (n = 21; age 18-33 yr) and older adults (n = 20; age 68-80 yr) were tested with a treadmill task, incorporating visual feedback of the foot position and stepping targets in real-time. During adaptation, the visuomotor gain was reduced on one side, causing the foot cursor and step targets to move slower on that side of the screen (i.e., split-visuomotor adaptation). Corticospinal drive was quantified by coherence between electromyographic signals in the beta-gamma frequency band (15-45 Hz). The results showed that 1) older adults adapted to visuomotor perturbations during walking, with a similar reduction in error asymmetry compared with younger adults; 2) however, older adults showed reduced adaptation in step time symmetry, despite demonstrating similar adaptation in step length asymmetry compared with younger adults; and 3) smaller overall changes in step time asymmetry was associated with reduced corticospinal drive to the tibialis anterior in the slow leg during split-visuomotor adaptation. These findings suggest that changes in corticospinal drive may affect older adults' control of step timing in response to visual challenges. This could be important for safe navigation when walking in different environments or dealing with unexpected circumstances.NEW & NOTEWORTHY Corticospinal input is essential for visually guided walking, especially when the walking pattern must be modified to accurately step on safe locations. Age-related changes in corticospinal drive are associated with inflexible step time, which necessitates different locomotor adaptation strategies in older adults.
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Affiliation(s)
- Sumire D Sato
- Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida, United States
- Neuroscience and Behavior Program, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Julia T Choi
- Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, Florida, United States
- Neuroscience and Behavior Program, University of Massachusetts Amherst, Amherst, Massachusetts, United States
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Kazanski ME, Cusumano JP, Dingwell JB. How older adults regulate lateral stepping on narrowing walking paths. J Biomech 2023; 160:111836. [PMID: 37856977 PMCID: PMC11023624 DOI: 10.1016/j.jbiomech.2023.111836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/20/2023] [Accepted: 10/10/2023] [Indexed: 10/21/2023]
Abstract
Walking humans often navigate complex, varying walking paths. To reduce falls, we must first determine how older adults purposefully vary their steps in contexts that challenge balance. Here, 20 young (21.7±2.6 yrs) and 18 older (71.6±6.0 yrs) healthy adults walked on virtual paths that slowly narrowed (from 45 cm to as narrow as 5 cm). Participants could switch onto an "easier" path whenever they chose. We applied our Goal Equivalent Manifold framework to quantify how participants adjusted their lateral stepping variability and step-to-step corrections of step width and lateral position as these paths narrowed. We also extracted these characteristics at the locations where participants switched paths. As paths narrowed, all participants reduced their lateral stepping variability, but older adults less so. To stay on the narrowing paths, young adults increasingly corrected step-to-step deviations in lateral position more, by correcting step-to-step deviations in step width less. Conversely, as older adults also increasingly corrected lateral position deviations, they did so without sacrificing correcting step-to-step deviations in step width, presumably to preserve balance. While older adults left the narrowing paths sooner, several of their lateral stepping characteristics remained similar to those of younger adults. Older adults largely maintained overall walking performance per se, but they did so by changing how they balanced the competing stepping regulation requirements intrinsic to the task: maintaining position vs. step width. Thus, balancing how to achieve multiple concurrent stepping goals while walking provides older adults the flexibility they need to appropriately adapt their stepping on continuously narrowing walking paths.
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Affiliation(s)
- Meghan E Kazanski
- Department of Kinesiology, The Pennsylvania State University, University Park, PA 16802, USA
| | - Joseph P Cusumano
- Department of Engineering Science & Mechanics, The Pennsylvania State University, University Park, PA 16802, USA
| | - Jonathan B Dingwell
- Department of Kinesiology, The Pennsylvania State University, University Park, PA 16802, USA.
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Stimpson KH, Embry AE, Dean JC. Post-stroke deficits in mediolateral foot placement accuracy depend on the prescribed walking task. J Biomech 2021; 128:110738. [PMID: 34509909 DOI: 10.1016/j.jbiomech.2021.110738] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 09/01/2021] [Accepted: 09/02/2021] [Indexed: 11/30/2022]
Abstract
People with chronic stroke (PwCS) are susceptible to mediolateral losses of balance while walking, possibly due in part to inaccurate control of mediolateral paretic foot placement. We hypothesized that mediolateral foot placement errors when stepping to stationary or shifting visual targets would be larger for paretic steps than for steps taken by neurologically-intact individuals, hereby referred to as controls. Secondarily, we hypothesized that paretic foot placement errors would be correlated with previously identified deficits in isolated paretic hip abduction accuracy. 34 PwCS and 12 controls walked overground on an instrumented mat used to quantify foot placement location relative to parallel lines separated by various widths (10, 20, 30 cm). With stationary step width targets, foot placement errors were larger for paretic steps than for either non-paretic or control steps, most notably for the narrowest prescribed step width (mean absolute errors of 3.9, 2.3, and 1.9 cm, respectively). However, no differences in foot placement accuracy were observed immediately following visual target shifts, as all groups required multiple steps to achieve the new prescribed step width. Paretic hip abduction accuracy was moderately correlated with mediolateral foot placement accuracy when stepping to stationary targets (r = 0.49), but not shifting targets (r = 0.16). The present results suggest that a reduced ability to accurately abduct the paretic leg contributes to inaccurate paretic foot placement. However, the need to ensure mediolateral walking balance through mechanically-appropriate foot placement may often override the prescribed goal of stepping to visual targets, a concern of particular importance for narrow steps.
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Affiliation(s)
- Katy H Stimpson
- College of Health Professions, Medical University of South Carolina, Charleston, SC, USA
| | - Aaron E Embry
- College of Health Professions, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Affairs Medical Center, Charleston, SC, USA
| | - Jesse C Dean
- College of Health Professions, Medical University of South Carolina, Charleston, SC, USA; Ralph H. Johnson Veterans Affairs Medical Center, Charleston, SC, USA.
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Ravi DK, Heimhofer CC, Taylor WR, Singh NB. Adapting Footfall Rhythmicity to Auditory Perturbations Affects Resilience of Locomotor Behavior: A Proof-of-Concept Study. Front Neurosci 2021; 15:678965. [PMID: 34393705 PMCID: PMC8358836 DOI: 10.3389/fnins.2021.678965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 06/15/2021] [Indexed: 11/18/2022] Open
Abstract
For humans, the ability to effectively adapt footfall rhythm to perturbations is critical for stable locomotion. However, only limited information exists regarding how dynamic stability changes when individuals modify their footfall rhythm. In this study, we recorded 3D kinematic activity from 20 participants (13 males, 18–30 years old) during walking on a treadmill while synchronizing with an auditory metronome sequence individualized to their baseline walking characteristics. The sequence then included unexpected temporal perturbations in the beat intervals with the subjects required to adapt their footfall rhythm accordingly. Building on a novel approach to quantify resilience of locomotor behavior, this study found that, in response to auditory perturbation, the mean center of mass (COM) recovery time across all participants who showed deviation from steady state (N = 15) was 7.4 (8.9) s. Importantly, recovery of footfall synchronization with the metronome beats after perturbation was achieved prior (+3.4 [95.0% CI +0.1, +9.5] s) to the recovery of COM kinematics. These results highlight the scale of temporal adaptation to perturbations and provide implications for understanding regulation of rhythm and balance. Thus, our study extends the sensorimotor synchronization paradigm to include analysis of COM recovery time toward improving our understanding of an individual’s resilience to perturbations and potentially also their fall risk.
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Affiliation(s)
- Deepak K Ravi
- Institute for Biomechanics, Department of Health Sciences and Technology, ETH Zürich, Switzerland
| | - Caroline C Heimhofer
- Institute for Biomechanics, Department of Health Sciences and Technology, ETH Zürich, Switzerland
| | - William R Taylor
- Institute for Biomechanics, Department of Health Sciences and Technology, ETH Zürich, Switzerland
| | - Navrag B Singh
- Institute for Biomechanics, Department of Health Sciences and Technology, ETH Zürich, Switzerland
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Zancan A, Sozzi S, Schieppati M. Basic Spatiotemporal Gait Variables of Young and Older Healthy Volunteers Walking Along a Novel Figure-of-8 Path. Front Neurol 2021; 12:698160. [PMID: 34168613 PMCID: PMC8217764 DOI: 10.3389/fneur.2021.698160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 05/14/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Locomotion along curved trajectories requires fine coordination among body segments. Elderly people may adopt a cautious attitude when steering. A simple, expeditious, patient-friendly walking protocol can be a tool to help clinicians. We evaluated the feasibility of a procedure based upon a newly designed Figure-of-eight (nFo8) path and an easy measurement operation. Methods: Sixty healthy volunteers, aged from 20 to 86 years, walked three times at self-selected speed along a 20 m linear (LIN) and the 20 m nFo8 path. Number of steps, mean speed and walk ratio (step length/cadence) were collected. Data were analysed for the entire cohort and for the groups aged 20-45, 46-65, and >65 years. Results: There was no difference in mean LIN walking speed between the two younger groups but the oldest was slower. During nFo8, all groups were slower (about 16%) than during LIN. Cadence was not different across groups but lower during nFo8 in each group. Step length was about 8% shorter in the two younger groups and 14% shorter in the oldest during nFo8 compared to LIN. Walk ratio was the smallest in the oldest group for both LIN and nFo8. Conclusions: A complex nFo8 walking path, with fast and easy measurement of a simple set of variables, detects significant differences with moderate and large effects in gait variables in people >65 years. This challenging trajectory is more revealing than LIN. Further studies are needed to develop a quick clinical tool for assessment of gait conditions or outcome of rehabilitative treatments.
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Affiliation(s)
| | - Stefania Sozzi
- Centro Studi Attività Motorie, Neurorehabilitation and Spinal Unit, Istituti Clinici Scientifici Maugeri SB, Pavia, Italy
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