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Araki S, Miyazaki T, Shibasaki J, Okumura K, Ishii A, Shimose D, Takeshita Y, Takamura M, Kiyama R. Examination of effect and responder to real-time auditory feedback during overground gait for stroke: a randomized cross-over study. Sci Rep 2025; 15:8519. [PMID: 40074803 DOI: 10.1038/s41598-025-93262-4] [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: 10/21/2024] [Accepted: 03/05/2025] [Indexed: 03/14/2025] Open
Abstract
Real-time auditory feedback for overground gait was developed to simulate realistic gait practice. This study aimed to assess the effects of different auditory feedback conditions and identify patients with stroke who might benefit from auditory feedback based on physical function. Twenty patients with stroke participated in three 6-min gait trials: no feedback (control), auditory feedback focused on increasing ankle plantar flexion (ankle trial), and auditory feedback on increasing lower-leg extension angle (leg trial). Physical function was evaluated using the Short Physical Performance Battery (SPPB); gait function was assessed through gait speed, cadence, stride length, and joint motion using inertial sensors before and after each trial. Gait speed (P = 0.001), stride length (P < 0.001), ankle plantar flexion (P = 0.014), and leg extension angles (P = 0.020) improved significantly over time. Interaction effects between time and trial were observed for stride length (P = 0.001) and leg extension angle (P = 0.003). Among the auditory feedback trials, stride length (P = 0.012), length-time difference (P = 0.003), and leg extension angle (P = 0.008) increased significantly in the leg trial compared with the control trial. SPPB scores were independently associated with the benefit from the leg trial (odds ratio: 2.217, 95% confidence interval: 1.152-4.266, P = 0.017). Real-time auditory feedback focused on leg extension angle during gait may enhance gait speed by improving leg extension and optimizing spatial gait strategies.
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Affiliation(s)
- Sota Araki
- Department of Rehabilitation, Faculty of Health Sciences, Tohoku Fukushi University, Miyagi, Japan
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima-shi, Kagoshima, 890-8506, Japan
| | - Takasuke Miyazaki
- Department of Rehabilitation, Faculty of Health Sciences, Kumamoto Health Science University, Kumamoto, Japan
| | - Jun Shibasaki
- Rehabilitation Department, Social Medical Corporation Shoudoukai Southern Tohoku General Hospital, Miyagi, Japan
| | - Kazumi Okumura
- Rehabilitation Department, Social Medical Corporation Shoudoukai Southern Tohoku General Hospital, Miyagi, Japan
| | - Asami Ishii
- Rehabilitation Department, Social Medical Corporation Shoudoukai Southern Tohoku General Hospital, Miyagi, Japan
| | - Daichi Shimose
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima-shi, Kagoshima, 890-8506, Japan
| | - Yasufumi Takeshita
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima-shi, Kagoshima, 890-8506, Japan
- Department of Information, Artificial Intelligence and Data Science, Daiichi Institute of Technology, Kagoshima, Japan
| | - Motoaki Takamura
- Department of Rehabilitation, Faculty of Health Sciences, Tohoku Fukushi University, Miyagi, Japan
| | - Ryoji Kiyama
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima-shi, Kagoshima, 890-8506, Japan.
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Alizadeh Noghani M, Sharafian M E, Sidaway B, Hejrati B. Increasing thigh extension with haptic feedback affects leg coordination in young and older adult walkers. J Biomech 2025; 181:112525. [PMID: 39848074 PMCID: PMC11813695 DOI: 10.1016/j.jbiomech.2025.112525] [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: 05/08/2024] [Revised: 12/13/2024] [Accepted: 01/13/2025] [Indexed: 01/25/2025]
Abstract
Interlimb coordination can be used as a metric to study the response of the neuromuscular system to mechanical perturbations and behavioral information. Behavioral information providing haptic feedback on thigh angle has been shown to increase stride length and consequently walking speed, but the effect of such feedback on limb coordination has not been determined. The current work investigates the effects of this feedback on lower-limb coordination and examines if such effects are dependent on the age of the walker. Existing kinematic data were examined from 10 young and 10 older adults during overground walking at self-selected normal and fast speeds and with thigh extension haptic feedback. Using sagittal angles of the lower-limb segments, we quantified changes in the mean of continuous relative phase (ACRP) and its standard deviation (VCRP) for thigh-shank and shank-foot segment pairs, over windows of 10% of gait cycle around peak thigh extension, toe-off, and heel strike. We found that the haptic feedback resulted in more in-phase movement (i.e., decreased ACRP, Cohen's d: 0.56-1.46), and larger coordination variability (i.e., increased VCRP, Cohen's d: 0.60-1.50) of the segment pairs across the three windows. Additionally, the young adults exhibited lower ACRP than older adults (Cohen's d=1.02) and higher VCRP (Cohen's d=1.02) when the feedback was provided. The results suggest that the haptic feedback elicited distinct adaptations in the neuromuscular system and that this response differed between young and older adults.
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Affiliation(s)
- Mohsen Alizadeh Noghani
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, 46556, IN, United States of America
| | - Ehsan Sharafian M
- Biorobotics and Biomechanics Lab, Department of Mechanical Engineering, University of Maine, Orono, 04469, ME, United States of America
| | - Ben Sidaway
- School of Physical Therapy, Husson University, Bangor, 04401, ME, United States of America
| | - Babak Hejrati
- Biorobotics and Biomechanics Lab, Department of Mechanical Engineering, University of Maine, Orono, 04469, ME, United States of America.
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Mituniewicz AL, Nalam V, Huang HH. A novel approach to assess coordination in people with transtibial amputations using continuous and event relative phase. J Biomech 2025; 181:112522. [PMID: 39855105 DOI: 10.1016/j.jbiomech.2025.112522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 01/03/2025] [Accepted: 01/09/2025] [Indexed: 01/27/2025]
Abstract
Continuous relative phase (CRP) quantifies coordination for cyclic motions as the difference in the phase portrait locations between its constituent coordinates and has been widely used in populations with neuromuscular impairments. Continuous analyses, like statistical parameter mapping (SPM), provide greater resolution than traditional techniques that first compress CRP across a section of the cycle to a single point, like mean average relative phase (MARP). However, both analyses neglect the effect of intermediate event timing (e.g. toe-off), on coordination. Given this deficit and the notion that some people with transtibial amputations (PwTA) may not benefit from powered prostheses due to altered coordination, we computed lower extremity CRPs from 5 PwTA walking with their own passive prostheses and a powered device on a treadmill, as well as 5 matched able-bodied individuals (ABI). We then compared results from non-parametric SPMs to those from MARP using a 10-40-10-40 gait phase decomposition and extracted relative phase at the events that theoretically delineate the decomposition. We found continuous, discrete analyses matched well, particularly near ankle "push-off" (∼55 % gait cycle) with all methods identifying differences in shank-foot coordination between the ABI group and PwTA group walking with the powered device. Although it is unclear why the powered prosthesis promotes more in-phase shank-foot CRP, potential covariates include limb posture and device control. In tandem with altered event timing, these factors may not only influence coordination, but also illuminate why some PwTA do not reduce their energy expenditure when walking in powered ankle prostheses.
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Affiliation(s)
- Austin Louis Mituniewicz
- UNC-NC State Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill, 1407, Engineering Building III, 1840 Entrepreneur Drive, Raleigh, NC 27695, USA.
| | - Varun Nalam
- UNC-NC State Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill, 1407, Engineering Building III, 1840 Entrepreneur Drive, Raleigh, NC 27695, USA.
| | - He Helen Huang
- UNC-NC State Joint Department of Biomedical Engineering, North Carolina State University and University of North Carolina at Chapel Hill, 1407, Engineering Building III, 1840 Entrepreneur Drive, Raleigh, NC 27695, USA.
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McGrath RL, Sergi F. Robot-Aided Training of Propulsion: Effects of Torque Pulses Applied to the Hip and Knee Joint Under User-Driven Treadmill Control. IEEE Trans Biomed Eng 2025; 72:166-176. [PMID: 39141475 DOI: 10.1109/tbme.2024.3443235] [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: 08/16/2024]
Abstract
OBJECTIVE to establish whether torque pulses applied by an exoskeleton to the hip and knee joint modulate propulsion mechanics and whether changes in propulsion mechanics are sustained after exposure to torque pulses under user-driven treadmill control. METHODS we applied twelve formulations of torque pulses consecutively over 300 strides to 22 healthy participants, and quantified the evolution of four outcome measures - gait speed (GS), hip extension (HE), trailing limb angle (TLA), normalized propulsive impulse (NPI) - before, during, and immediately after training. RESULTS Metrics of propulsion mechanics significantly changed both during and after training. Increases in HE during and after training were observed primarily in conjunction with hip/knee flexion pulses during early stance, or hip/knee extension during late stance. Increases in NPI during training were associated with hip/knee extension during early stance, or knee flexion during late stance. Knee flexion during early stance resulted in positive after-effects in NPI. Increases in GS were associated with the application of hip flexion pulses. Conditions exhibiting the largest positive changes in HE, and not NPI, during training resulted in increased GS after training. Analysis of the relationship between the effects measured during and after training suggests that after-effects primarily arise from retention of training effects, and that such retention is amplified compared to fixed-speed training. CONCLUSION AND SIGNIFICANCE Combination of exoskeleton training and user-driven treadmill control modulates propulsion mechanics both during and after training and can be considered for the formulation of propulsion-oriented methods for individuals with impairments in propulsion mechanics.
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Ida R, Kuroyanagi G, Ueki Y, Murakami S, Shiraki T, Shimotori D, Okamoto H, Yamada K. Total knee arthroplasty improves energy conversion efficiency during walking in patients with knee osteoarthritis. Knee 2024; 53:42-48. [PMID: 39667103 DOI: 10.1016/j.knee.2024.11.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 11/15/2024] [Accepted: 11/19/2024] [Indexed: 12/14/2024]
Abstract
BACKGROUND Energy conversion efficiency of human gait can be evaluated by calculating the ratio of conversion of mechanical energy from vertical motion to horizontal motion of the center of gravity through the movement of the joints. Osteoarthritis (OA) of the knee joint impairs this energy conversion efficiency. Total knee arthroplasty is the standard treatment for knee OA. However, its effect on energy conversion efficiency is unclear. In this study, we investigated how energy conversion efficiency changed in the gait of patients with knee OA before and after surgery. METHODS Twelve patients with unilateral knee OA who underwent total knee arthroplasty were included. Ground walking was measured using a motion capture system (VICON®) before and 6 months after surgery. We calculated potential and kinetic energy from the coordinate change of the center of mass to obtain energy conversion efficiency. Other gait parameters such as gait speed, vertical movement distance of the body center, step length, hip joint angle, and trailing and leading limb angles were assessed. RESULTS Energy conversion efficiency on the operated side significantly improved from 41.4 ± 12.2% to 57.5 ± 9.2% 6 months after surgery. Other gait parameters on the operated side were significantly improved after surgery compared with before surgery. Step length on the operated and the non-operated sides and trailing limb angles on the non-operated side before surgery correlated to energy conversion efficiency, while at 6 months after surgery, gait speed and step length on the non-operated side correlated to energy conversion efficiency. CONCLUSION Energy conversion efficiency was strongly improved postoperatively in patients with knee OA.
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Affiliation(s)
- Ruido Ida
- Department of Rehabilitation Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Gen Kuroyanagi
- Department of Rehabilitation Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan; Department of Orthopedic Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan.
| | - Yoshino Ueki
- Department of Rehabilitation Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Satona Murakami
- Department of Rehabilitation Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Takayuki Shiraki
- Department of Rehabilitation, Komaki City Hospital, Komaki, Japan
| | - Daiki Shimotori
- Department of Rehabilitation, Komaki City Hospital, Komaki, Japan
| | - Hideki Okamoto
- Department of Rehabilitation Medicine, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan; Department of Orthopedic Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Kunio Yamada
- Department of Orthopedic Surgery, Komaki City Hospital, Komaki, Japan
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Donlin MC, Higginson JS. We Will, We Will Shock You: Adaptive Versus Conventional Functional Electrical Stimulation in Individuals Post-Stroke. J Biomech Eng 2024; 146:121007. [PMID: 39225668 PMCID: PMC11500808 DOI: 10.1115/1.4066419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/04/2024]
Abstract
Functional electrical stimulation (FES) is often used in poststroke gait rehabilitation to address decreased walking speed, foot drop, and decreased forward propulsion. However, not all individuals experience clinically meaningful improvements in gait function with stimulation. Previous research has developed adaptive functional electrical stimulation (AFES) systems that adjust stimulation timing and amplitude at every stride to deliver optimal stimulation. The purpose of this work was to determine the effects of a novel AFES system on functional gait outcomes and compare them to the effects of the existing FES system. Twenty-four individuals with chronic poststroke hemiparesis completed 64-min walking trials on an adaptive and fixed-speed treadmill with no stimulation, stimulation from the existing FES system, and stimulation from the AFES system. There was no significant effect of stimulation condition on walking speed, peak dorsiflexion angle, or peak propulsive force. Walking speed was significantly faster and peak propulsive force was significantly larger on the adaptive treadmill (ATM) than the fixed-speed treadmill (both p < 0.0001). Dorsiflexor stimulation timing was similar between stimulation conditions, but plantarflexor stimulation timing was significantly improved with the AFES system compared to the FES system (p = 0.0059). Variability between and within subjects was substantial, and some subjects experienced clinically meaningful improvements in walking speed, peak dorsiflexion angle, and peak propulsive force. However, not all subjects experienced benefits, suggesting that further research to characterize which subjects exhibit the best instantaneous response to FES is needed to optimize poststroke gait rehabilitation using FES.
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Affiliation(s)
- Margo C. Donlin
- Department of Biomedical Engineering, University of Delaware, 540 S. College Ave, Suite 201, Newark, DE 19713
- University of Delaware
| | - Jill S. Higginson
- Department of Mechanical and Biomedical Engineering, University of Delaware, 540 S. College Ave., Suite 201, Newark, DE 19713
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Wang S, Purohit R, Van Criekinge T, Bhatt T. Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults. IEEE Trans Neural Syst Rehabil Eng 2024; 32:4207-4218. [PMID: 39441684 DOI: 10.1109/tnsre.2024.3485580] [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: 10/25/2024]
Abstract
Treadmill-based repeated perturbation training (PBT) induces motor adaptation in reactive balance responses, thus lowering the risk of slip-induced falls. However, little evidence exists regarding intervention-induced changes in neuromuscular control underlying motor adaptation. Examining neuromuscular changes could be an important step in identifying key elements of adaptation and evaluating treadmill training protocols for fall prevention. Moreover, identifying the muscle synergies contributing to motor adaptation in young adults could lay the groundwork for comparison with high fall-risk populations. Thus, we aimed to investigate neuromuscular changes in reactive balance responses during stance slip-PBT. Lower limb electromyography (EMG) signals (4/leg) were recorded during ten repeated forward stance (slip-like) perturbations in twenty-six young adults. Muscle synergies were compared between early-training (slips 1-2) and late-training (slips 9-10) stages. Results showed that 5 different modes of synergies (named on dominant muscles: WTA, W , W , W , and W were recruited in both stages. 3 out of 5 synergies (WTA, W , and W showed a high similarity (r >0.97) in structure and activation between stages, whereas W and W showed a lower similarity (r <0.83) between the two stages, and the area of activation in WTA, the peak value of activation in W and the activation onset in W showed a reduction from early- to late-training stage (p <0.05). These results suggest that a block of stance slip-PBT resulted in modest changes in muscle synergies in young adults, which might explain the smaller changes seen in biomechanical variables. Future studies should examine neuromuscular changes in people at high risk of falls.
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Wade FE, Daniels BC, Clark DJ, Seidler RD, Manini TM, Ferris DP, Hass CJ. Individual joint contributions to forward propulsion are not related to stability during walking in young or older adults. Gait Posture 2024; 114:167-174. [PMID: 39341103 PMCID: PMC11874061 DOI: 10.1016/j.gaitpost.2024.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/01/2024] [Accepted: 09/22/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Older adults are less stable and walk slower than younger adults, both of which are associated with higher fall risk. Older adults use ankle musculature less and rely more on hip contributions for forward propulsion than younger adults, which has been suggested to be a protective walking strategy to increase stability. However, whether distal-to-proximal redistribution of propulsion and dynamic margin of stability are related has not been determined. OBJECTIVES To determine whether the distal-to-proximal redistribution of propulsion (redistribution ratio) is related to margin of stability during preferred walking conditions. METHODS 89 participants were classified as either young adults, high functioning older adults, or low functioning older adults. Participants completed walking trials at their preferred walking pace overground. From these trials, anterior-posterior margin of stability and mediolateral margin of stability at heelstrike, midstance, and toe-off, for each gait cycle were computed, alongside a redistribution ratio. RESULTS Lower functioning older adults exhibited an increased reliance on hip musculature for forward propulsion compared with younger and high-functioning older adults, in addition to greater mediolateral margins of stability. Accounting for group and walking speed, a proximal shift in individual joint contributions to propulsion was associated with increased mediolateral margin of stability at heelstrike, midstance, and toe-off; and not with any changes in anteroposterior margins of stability. SIGNIFICANCE Our results suggest prioritizing mediolateral stability is a potential explanation for, or consequence, of the age- and function-related shift toward proximal joint contributions to forward propulsion during walking.
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Affiliation(s)
- Francesca E Wade
- Department of Applied Physiology & Kinesiology, University of Florida, USA.
| | - Bryce C Daniels
- Department of Applied Physiology & Kinesiology, University of Florida, USA.
| | - David J Clark
- Brain Rehabilitation Research Center, Malcom Randall VA Medical Center, USA; Department of Aging and Geriatric Research, University of Florida, USA.
| | - Rachael D Seidler
- Department of Applied Physiology & Kinesiology, University of Florida, USA; Norman Fixel Institute for Neurological Diseases, University of Florida, USA.
| | - Todd M Manini
- Institute on Aging, University of Florida, USA; Department of Health Outcomes and Biomedical Informatics, University of Florida, USA.
| | - Daniel P Ferris
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, USA.
| | - Chris J Hass
- Department of Applied Physiology & Kinesiology, University of Florida, USA; Norman Fixel Institute for Neurological Diseases, University of Florida, USA.
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Charalambous CC, Bowden MG, Liang JN, Kautz SA, Hadjipapas A. Alpha and beta/low-gamma frequency bands may have distinct neural origin and function during post-stroke walking. Exp Brain Res 2024; 242:2309-2327. [PMID: 39107522 DOI: 10.1007/s00221-024-06906-8] [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: 03/17/2024] [Accepted: 07/31/2024] [Indexed: 08/11/2024]
Abstract
Plantarflexors provide propulsion during walking and receive input from both corticospinal and corticoreticulospinal tracts, which exhibit some frequency-specificity that allows potential differentiation of each tract's descending drive. Given that stroke may differentially affect each tract and impair the function of plantarflexors during walking; here, we examined this frequency-specificity and its relation to walking-specific measures during post-stroke walking. Fourteen individuals with chronic stroke walked on an instrumented treadmill at self-selected and fast walking speed (SSWS and FWS, respectively) while surface electromyography (sEMG) from soleus (SOL), lateral gastrocnemius (LG), and medial gastrocnemius (MG) and ground reaction forces (GRF) were collected. We calculated the intermuscular coherences (IMC; alpha, beta, and low-gamma bands between SOL-LG, SOL-MG, LG-MG) and propulsive impulse using sEMG and GRF, respectively. We examined the interlimb and intralimb IMC comparisons and their relationships with propulsive impulse and walking speed. Interlimb IMC comparisons revealed that beta LG-MG (SSWS) and low-gamma SOL-LG (FWS) IMCs were degraded on the paretic side. Intralimb IMC comparisons revealed that only alpha IMCs (both speeds) exhibited a statistically significant difference to random coherence. Further, alpha LG-MG IMC was positively correlated with propulsive impulse in the paretic limb (SSWS). Alpha and beta/low-gamma bands may have a differential functional role, which may be related to the frequency-specificity of the underlying descending drives. The persistence of alpha band in plantarflexors and its strong positive relationship with propulsive impulse suggests relative alteration of corticoreticulospinal tract after stroke. These findings imply the presence of frequency-specific descending drives to walking-specific muscles in chronic stroke.
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Affiliation(s)
- Charalambos C Charalambous
- Department of Neurology, Duke University School of Medicine, 40 Medicine Circle Box 3824, Durham, NC, 27710, USA.
- Department of Basic and Clinical Sciences, University of Nicosia Medical School, 21 Ilia Papakyriakou, Block C, Rm 202, 1700, Nicosia, Cyprus.
- Center for Neuroscience and Integrative Brain Research (CENIBRE), University of Nicosia Medical School, 21 Ilia Papakyriakou, Block C, Rm 202, 1700, Nicosia, Cyprus.
- Department of Health Sciences and Research, Medical University of South Carolina, 77 President Street MSC 700, Charleston, SC, 29425, USA.
| | - Mark G Bowden
- Brooks Rehabilitation Clinical Research Center, 3901 S. University Blvd, Suite 101, Jacksonville, FL, 32216, USA
| | - Jing Nong Liang
- Department of Physical Therapy, University of Nevada, 4505 S Maryland Pkwy, Box 453029, Las Vegas, NV, 89154-3029, USA
| | - Steven A Kautz
- Department of Health Sciences and Research, Medical University of South Carolina, 77 President Street MSC 700, Charleston, SC, 29425, USA
- Department of Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC, USA
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC, 29401, USA
| | - Avgis Hadjipapas
- Department of Basic and Clinical Sciences, University of Nicosia Medical School, 21 Ilia Papakyriakou, Block C, Rm 202, 1700, Nicosia, Cyprus
- Center for Neuroscience and Integrative Brain Research (CENIBRE), University of Nicosia Medical School, 21 Ilia Papakyriakou, Block C, Rm 202, 1700, Nicosia, Cyprus
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Zhang L, Liu T, Zhou X, Chen J, Zhang H, Leng R, Shi H, Wang G. Gait Characteristics and Deviation Factors of Backward Walking in Patients With Chronic Ankle Instability. Sports Health 2024:19417381241277804. [PMID: 39279244 PMCID: PMC11556632 DOI: 10.1177/19417381241277804] [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] [Indexed: 09/18/2024] Open
Abstract
BACKGROUND Despite growing applications of backward walking (BW) in assessing and rehabilitating neuromuscular conditions, its effects on gait in chronic ankle instability (CAI) remain unclear. Moreover, linking patient-reported and clinically generated measures is imperative for understanding CAI. HYPOTHESES Patients with CAI will exhibit worse and compensatory spatio-temporal and kinetic gait parameters during BW, and patient-reported outcomes (PROs) will be correlated significantly with gait parameters. STUDY DESIGN Case-control study. LEVEL OF EVIDENCE Level 4. METHODS A total of 46 volunteers participated (23 per group). Patients filled out scales for pain, functions, and fear-avoidance beliefs before testing. All participants walked 6 times each in both forward and backward conditions, and gait was recorded using the Win-Track system. A 2-way mixed analysis of variance was performed to compare gait parameters. The relationship between PRO and gait outcomes was assessed through the Pearson product correlation coefficient. RESULTS The CAI group demonstrated prolonged support and swing phases, increased walk-off angle, and plantar pressure area, but decreased step length and plantar pressure versus controls (P < 0.05). The CAI group had a smaller right walk-off angle during BW than FW; the control group showed the opposite (P < 0.05). The left single stance duration was greater in the CAI group, while the right was not (P < 0.05). PRO correlated significantly with gait parameters, particularly spatial parameters (P < 0.05). CONCLUSION The CAI group exhibited worse gait parameters during BW. The CAI group exhibited a characteristic compensatory gait pattern. Linking the self-reported scores provides a better representation of gait changes in CAI. CLINICAL RELEVANCE These results suggest that BW may be an effective strategy for identifying and evaluating CAI. It may be feasible to apply BW to the rehabilitation of CAI.
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Affiliation(s)
- Lei Zhang
- Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Luzhou Key Laboratory of Orthopedic Disorders, Luzhou, China, and
| | - Tianyu Liu
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Xin Zhou
- Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Luzhou Key Laboratory of Orthopedic Disorders, Luzhou, China, and
| | - Junyao Chen
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Haopeng Zhang
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Rao Leng
- School of Clinical Medicine, Southwest Medical University, Luzhou, China
| | - Houyin Shi
- Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Luzhou Key Laboratory of Orthopedic Disorders, Luzhou, China, and
| | - Guoyou Wang
- Department of Orthopedics, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Center for Orthopedic Diseases Research, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
- Luzhou Key Laboratory of Orthopedic Disorders, Luzhou, China, and
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Zhang LJ, Wen X, Peng Y, Hu W, Liao H, Liu ZC, Liu HY. Effectiveness of the A3 robot on lower extremity motor function in stroke patients: A prospective, randomized controlled trial. World J Clin Cases 2024; 12:5523-5533. [PMID: 39188596 PMCID: PMC11269979 DOI: 10.12998/wjcc.v12.i24.5523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 05/29/2024] [Accepted: 06/12/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUND The results of existing lower extremity robotics studies are conflicting, and few relevant clinical trials have examined short-term efficacy. In addition, most of the outcome indicators in existing studies are scales, which are not objective enough. We used the combination of objective instrument measurement and scale to explore the short-term efficacy of the lower limb A3 robot, to provide a clinical reference. AIM To investigate the improvement of lower limb walking ability and balance in stroke treated by A3 lower limb robot. METHODS Sixty stroke patients were recruited prospectively in a hospital and randomized into the A3 group and the control group. They received 30 min of A3 robotics training and 30 min of floor walking training in addition to 30 min of regular rehabilitation training. The training was performed five times a week, once a day, for 2 wk. The t-test or non-parametric test was used to compare the three-dimensional gait parameters and balance between the two groups before and after treatment. RESULTS The scores of basic activities of daily living, Stroke-Specific Quality of Life Scale, FM balance meter, Fugl-Meyer Assessment scores, Rivermead Mobility Index, Stride speed, Stride length, and Time Up and Go test in the two groups were significantly better than before treatment (19.29 ± 12.15 vs 3.52 ± 4.34; 22.57 ± 17.99 vs 4.07 ± 2.51; 1.21 ± 0.83 vs 0.18 ± 0.40; 3.50 ± 3.80 vs 0.96 ± 2.08; 2.07 ± 1.21 vs 0.41 ± 0.57; 0.89 ± 0.63 vs 0.11 ± 0.32; 12.38 ± 9.00 vs 2.80 ± 3.43; 18.84 ± 11.24 vs 3.80 ± 10.83; 45.12 ± 69.41 vs 8.41 ± 10.20; 29.45 ± 16.62 vs 8.68 ± 10.74; P < 0.05). All outcome indicators were significantly better in the A3 group than in the control group, except the area of the balance parameter. CONCLUSION For the short-term treatment of patients with subacute stroke, the addition of A3 robotic walking training to conventional physiotherapy appears to be more effective than the addition of ground-based walking training.
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Affiliation(s)
- Lin-Jian Zhang
- Department of Rehabilitation Medicine, Yuebei People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Xin Wen
- Department of Rehabilitation Medicine, Yuebei People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Yang Peng
- Department of Rehabilitation Medicine, Yuebei People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Wei Hu
- Department of Rehabilitation Medicine, Yuebei People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Hui Liao
- Department of Rehabilitation Medicine, Yuebei People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Zi-Cai Liu
- Department of Rehabilitation Medicine, Shaoguan First People's Hospital, Shaoguan 512000, Guangdong Province, China
| | - Hui-Yu Liu
- Department of Rehabilitation Medicine, Yuebei Second People's Hospital, Shaoguan 512026, Guangdong Province, China
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12
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Miyazaki T, Kiyama R, Takeshita Y, Shimose D, Araki S, Matsuura H, Uto Y, Nakashima S, Nakai Y, Kawada M. Inertial measurement unit-based real-time feedback gait immediately changes gait parameters in older inpatients: a pilot study. Front Physiol 2024; 15:1384313. [PMID: 39165280 PMCID: PMC11333335 DOI: 10.3389/fphys.2024.1384313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024] Open
Abstract
The effect of gait feedback training for older people remains unclear, and such training methods have not been adapted in clinical settings. This study aimed to examine whether inertial measurement unit (IMU)-based real-time feedback gait for older inpatients immediately changes gait parameters. Seven older inpatients (mean age: 76.0 years) performed three types of 60-s gait trials with real-time feedback in each of the following categories: walking spontaneously (no feedback trial); focused on increasing the ankle plantarflexion angle during late stance (ankle trial); and focused on increasing the leg extension angle, which is defined by the location of the ankle joint relative to the hip joint in the sagittal plane, during late stance (leg trial). Tilt angles and accelerations of the pelvis and lower limb segments were measured using seven IMUs in pre- and post-feedback trials. To examine the immediate effects of IMU-based real-time feedback gait, multiple comparisons of the change in gait parameters were conducted. Real-time feedback increased gait speed, but it did not significantly differ in the control (p = 0.176), ankle (p = 0.237), and leg trials (p = 0.398). Step length was significantly increased after the ankle trial (p = 0.043, r = 0.77: large effect size). Regarding changes in gait kinematics, the leg trial increased leg extension angle compared to the no feedback trial (p = 0.048, r = 0.77: large effect size). IMU-based real-time feedback gait changed gait kinematics immediately, and this suggests the feasibility of a clinical application for overground gait training in older people.
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Affiliation(s)
- Takasuke Miyazaki
- Department of Orthopedic Surgery, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Ryoji Kiyama
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
| | - Yasufumi Takeshita
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
- Sports Science Area, Department of Mechanical Systems Engineering, Daiichi Institute of Technology, Kagoshima, Japan
| | - Daichi Shimose
- Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima, Japan
- Department of Rehabilitation, Tarumizu Municipal Medical Center, Tarumizu Central Hospital, Kagoshima, Japan
| | - Sota Araki
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
| | - Hisanori Matsuura
- Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima, Japan
| | - Yuki Uto
- Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima, Japan
| | - Shobu Nakashima
- Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima, Japan
| | - Yuki Nakai
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
- Sports Science Area, Department of Mechanical Systems Engineering, Daiichi Institute of Technology, Kagoshima, Japan
| | - Masayuki Kawada
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
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13
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Murakami M, Okada T. Gait analysis using three-dimensional motion and ground reaction force systems in patients with hemiplegia treated with botulinum toxin type A in ankle plantar flexors. J Rural Med 2024; 19:174-180. [PMID: 38975039 PMCID: PMC11222624 DOI: 10.2185/jrm.2024-006] [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: 02/07/2024] [Accepted: 04/17/2024] [Indexed: 07/09/2024] Open
Abstract
Objective: The efficacy of botulinum toxin type A (BoNT-A) injection on spasticity has usually been measured using the range of motion (ROM) of joints and Modified Ashworth Scale (MAS); however, they only evaluate muscle tone at rest. We objectively analyzed the gait of three patients with hemiplegia using three-dimensional motion analysis and ground reaction force (GRF) systems to evaluate muscle tone during gait. Materials and Methods: We measured passive ankle dorsiflexion ROM with knee extension and the MAS score for clinical evaluation, and gait speed, stride length, single-leg support phase during the gait cycle, joint angle, joint moment, and GRFs for kinematic evaluation before and one month after BoNT-A injection. Results: All patients showed an increase in ankle dorsiflexion ROM, improvement in MAS score, and increase in stride length. Case 1 showed an increase in gait speed, prolongation of the single-leg support phase, increase in hip extension angle and moment, and improvement in the vertical and anterior-posterior components of the GRFs. Case 2 showed an increase in gait speed, improvement in double knee action, increase in ankle plantar flexion moment, and improvement in propulsion in the progressive component of the GRFs. Case 3 exhibited a laterally directed force in the GRFs. Conclusion: We evaluated the effects of BoNT-A injections in three patients with hemiplegia using three-dimensional motion analysis and GRFs. The results of the gait analysis clarified the improvements and problems in hemiplegic gait and enabled objective explanations for patients.
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Affiliation(s)
- Masato Murakami
- Department of Rehabilitation Medicine, JA Tsuchiura Kyodo Hospital, Japan
| | - Tsuneo Okada
- Department of Rehabilitation Medicine, JA Tsuchiura Kyodo Hospital, Japan
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14
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Baček T, Sun M, Liu H, Chen Z, Manzie C, Burdet E, Kulić D, Oetomo D, Tan Y. A biomechanics and energetics dataset of neurotypical adults walking with and without kinematic constraints. Sci Data 2024; 11:646. [PMID: 38890343 PMCID: PMC11189391 DOI: 10.1038/s41597-024-03444-4] [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: 05/04/2023] [Accepted: 05/30/2024] [Indexed: 06/20/2024] Open
Abstract
Numerous studies have explored the biomechanics and energetics of human walking, offering valuable insights into how we walk. However, prior studies focused on changing external factors (e.g., walking speed) and examined group averages and trends rather than individual adaptations in the presence of internal constraints (e.g., injury-related muscle weakness). To address this gap, this paper presents an open dataset of human walking biomechanics and energetics collected from 21 neurotypical young adults. To investigate the effects of internal constraints (reduced joint range of motion), the participants are both the control group (free walking) and the intervention group (constrained walking - left knee fully extended using a passive orthosis). Each subject walked on a dual-belt treadmill at three speeds (0.4, 0.8, and 1.1 m/s) and five step frequencies ( - 10% to 20% of their preferred frequency) for a total of 30 test conditions. The dataset includes raw and segmented data featuring ground reaction forces, joint motion, muscle activity, and metabolic data. Additionally, a sample code is provided for basic data manipulation and visualisation.
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Affiliation(s)
- Tomislav Baček
- The University of Melbourne, Department of Mechanical Engineering, 3010, Melbourne, Australia.
| | - Mingrui Sun
- The University of Melbourne, Department of Mechanical Engineering, 3010, Melbourne, Australia
| | - Hengchang Liu
- The University of Melbourne, Department of Mechanical Engineering, 3010, Melbourne, Australia
| | - Zhongxiang Chen
- Monash University, Faculty of Engineering, 3800, Melbourne, Australia
| | - Chris Manzie
- The University of Melbourne, Department of Electrical and Electronic Engineering, 3010, Melbourne, Australia
| | - Etienne Burdet
- Imperial College London, Department of Bioengineering, London, United Kingdom
| | - Dana Kulić
- Monash University, Faculty of Engineering, 3800, Melbourne, Australia
| | - Denny Oetomo
- The University of Melbourne, Department of Mechanical Engineering, 3010, Melbourne, Australia
| | - Ying Tan
- The University of Melbourne, Department of Mechanical Engineering, 3010, Melbourne, Australia
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15
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Thorsen TA, Hester RJ, Keating CJ. Changes in Lower-Extremity Gait Biomechanics Following High-Cadence Cycling. Sports (Basel) 2024; 12:159. [PMID: 38921853 PMCID: PMC11209612 DOI: 10.3390/sports12060159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/15/2024] [Accepted: 05/31/2024] [Indexed: 06/27/2024] Open
Abstract
We sought to investigate the lower-extremity biomechanics underlying increased gait velocity following high-cadence cycling. Ground reaction forces (GRF) and lower-extremity kinematics and kinetics were recorded as 15 healthy adults walked at a self-selected pace prior to and immediately following a 15 min bout of cycling at a cadence of 75 rotations per minute. Propulsive GRF and stance-phase peak dorsiflexion and knee extension angles increased, while peak plantarflexion and hip extension angles decreased. Swing-phase peak dorsiflexion, plantarflexion, knee flexion, and hip flexion angles increased, while peak knee extension angle decreased. Peak dorsiflexion, knee extension, and hip extension angular velocity also increased during swing. No changes in peak joint moments were observed; however, peak positive ankle, knee, and hip joint power generation increased following cycling. Completing high-cadence cycling improves gait velocity by increasing propulsive GRF; increasing joint angular velocity during the swing phase of gait for the ankle, knee, and hip; and increasing positive power production by the ankle, knee, and hip during the stance phase. Increased gait velocity post cycling exercise did not increase lower-extremity joint moments. Cycling may be a viable exercise-based modality for increasing gait velocity, especially in populations where gait ability or joint loading is of particular concern.
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Affiliation(s)
- Tanner A. Thorsen
- School of Kinesiology and Nutrition, The University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Rials J. Hester
- School of Kinesiology and Nutrition, The University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Christopher J. Keating
- Facultad de Deportes, Universidad Católica San Antonio de Murcia, Guadalupe de Maciascoque, 30107 Murcia, Spain;
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16
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Araki S, Matsuura H, Miyazaki T, Matsuzawa Y, Nakai Y, Kawada M, Takeshita Y, Takamura M, Kiyama R. Longitudinal changes in vertical stride regularity, hip flexion, and knee flexion contribute to the alteration in gait speed during hospitalization for stroke. Hum Mov Sci 2024; 95:103227. [PMID: 38723306 DOI: 10.1016/j.humov.2024.103227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 04/25/2024] [Accepted: 05/05/2024] [Indexed: 06/15/2024]
Abstract
Changes in stride regularity and joint motion during gait appear to be related to improved gait speed in hospitalized patients with stroke. We aimed to clarify the changes in stride regularity and joint motion during gait through longitudinal observations. Furthermore, we aimed to clarify the relationship between changes in gait speed, stride regularity, and joint motion during gait. Seventeen inpatients with stroke were assessed for physical and gait functions at baseline, when they reached functional ambulation category 3, and before discharge. Physical function was assessed using the Fugl-Meyer assessment for the lower extremities and the Berg Balance Scale. Gait function was assessed on the basis of gait speed, joint motion, stride regularity, and step symmetry using inertial sensors. The correlations between the ratio of change in gait speed and each indicator from baseline to discharge were analyzed. Both physical and gait functions improved significantly during the hospital stay. The ratio of change in gait speed was significantly and positively correlated with the ratio of change in vertical stride regularity (r = 0.662), vertical step symmetry (rs = 0.627), hip flexion (rs = 0.652), knee flexion (affected side) (r = 0.611), and ankle plantarflexion (unaffected side) (rs = 0.547). Vertical stride regularity, hip flexion, and knee flexion (affected side) were significant factors in determining the ratio of changes in gait speed. Our results suggest that stride regularity, hip flexion, and knee flexion could explain the entire gait cycle and that of the affected side. These parameters can be used as indices to improve gait speed.
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Affiliation(s)
- Sota Araki
- Department of Rehabilitation, Faculty of Health Sciences, Tohoku Fukushi University, Miyagi, Japan; Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan.
| | - Hisanori Matsuura
- Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima, Japan; Department of Rehabilitation, Acras Central Hospital, Kagoshima, Japan +81 99 203 0100
| | - Takasuke Miyazaki
- Department of Orthopaedic Surgery, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Yuta Matsuzawa
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
| | - Yuki Nakai
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan; Department of Mechanical Systems Engineering, Faculty of Engineering, Daiichi Institute of Technology, Kagoshima, Japan
| | - Masayuki Kawada
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
| | - Yasufumi Takeshita
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan; Department of Mechanical Systems Engineering, Faculty of Engineering, Daiichi Institute of Technology, Kagoshima, Japan
| | - Motoaki Takamura
- Department of Rehabilitation, Faculty of Health Sciences, Tohoku Fukushi University, Miyagi, Japan
| | - Ryoji Kiyama
- Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
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17
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Aout T, Begon M, Peyrot N, Caderby T. Société de Biomécanique young investigator award 2022: Effects of applying functional electrical stimulation to ankle plantarflexor muscles on forward propulsion during walking in young healthy adults. J Biomech 2024; 168:112114. [PMID: 38677030 DOI: 10.1016/j.jbiomech.2024.112114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/27/2024] [Accepted: 04/17/2024] [Indexed: 04/29/2024]
Abstract
The triceps surae muscle, composed of the gastrocnemius and soleus muscles, plays a major role in forward propulsion during walking. By generating positive ankle power during the push-off phase, these muscles produce the propulsive force required for forward progression. This study aimed to test the hypothesis that applying functional electrical stimulation (FES) to these muscles (soleus, gastrocnemius or the combination of the two) during the push-off phase would increase the ankle power generation and, consequently, enhance forward propulsion during walking in able-bodied adults. Fifteen young adults walked at their self-selected speed under four conditions: no stimulation, with bilateral stimulation of the soleus, gastrocnemius, and both muscles simultaneously. Muscles were stimulated just below the discomfort threshold during push-off, i.e., from heel-off to toe-off. FES significantly increased ankle power (+22 to 28 % depending on conditions), propulsive force (+15 to 18 %) and forward progression parameters such as walking speed (+14 to 20 %). Furthermore, walking speed was significantly higher (+5%) for combined soleus and gastrocnemius stimulation compared with gastrocnemius stimulation alone, with no further effect on other gait parameters. In conclusion, our results demonstrate that applying FES to the gastrocnemius and soleus, separately or simultaneously during the push-off phase, enhanced ankle power generation and, consequently, forward propulsion during walking in able-bodied adults. Combined stimulation of the soleus and gastrocnemius provided the greatest walking speed enhancement, without affecting other propulsion parameters. These findings could be useful for designing FES-based solutions for improving gait in healthy people with propulsion impairment, such as the elderly.
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Affiliation(s)
- Thomas Aout
- Laboratoire IRISSE, EA 4075, UFR des Sciences de l'Homme et de l'Environnement, Université de la Réunion, 97430 Le Tampon, Réunion
| | - Mickaël Begon
- Laboratoire de Simulation et Modélisation du Mouvement, École de Kinésiologie et des Sciences de l'Activité Physique, Université de Montréal, Québec, Canada; Centre de Recherche du CHU Sainte-Justine, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Nicolas Peyrot
- Laboratoire IRISSE, EA 4075, UFR des Sciences de l'Homme et de l'Environnement, Université de la Réunion, 97430 Le Tampon, Réunion; Mouvement - Interactions - Performance, MIP, Le Mans Université, EA 4334, 72000 Le Mans, France
| | - Teddy Caderby
- Laboratoire IRISSE, EA 4075, UFR des Sciences de l'Homme et de l'Environnement, Université de la Réunion, 97430 Le Tampon, Réunion.
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Sekiguchi Y, Owaki D, Honda K, Izumi SI, Ebihara S. Differences in kinetic factors affecting gait speed between lesion sides in patients with stroke. Front Bioeng Biotechnol 2024; 12:1240339. [PMID: 38567085 PMCID: PMC10985198 DOI: 10.3389/fbioe.2024.1240339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 03/06/2024] [Indexed: 04/04/2024] Open
Abstract
The differences in kinetic mechanisms of decreased gait speed across brain lesion sides have not been elucidated, including the arrangement of motor modules reflected by kinetic interjoint coordination. The purpose of this study was to elucidate the differences in the kinetic factors of slow gait speed in patients with stroke on the lesion sides. A three-dimensional motion analysis system was employed to assess joint moment in the lower limb and representative gait parameters in 32 patients with right hemisphere brain damage (RHD) and 38 patients with left hemisphere brain damage (LHD) following stroke as well as 20 healthy controls. Motor module composition and timing were determined using principal component analysis based on the three joint moments in the lower limb in the stance phase, which were the variances accounted for principal components (PCs) and the peak timing in the time series of PCs. A stepwise multiple linear regression analysis was performed to identify the most significant joint moment and PC-associated parameter in explaining gait speed. A negligible difference was observed in age, weight, height, and gait speed among patients with RHD and LHD and controls. The following factors contributed to gait speed: in patients with RHD, larger ankle plantarflexion moment on the paretic (p = 0.001) and nonparetic (p = 0.002) sides and ankle dorsiflexion moment on the nonparetic side (p = 0.004); in patients with LHD, larger ankle plantarflexion moment (p < 0.001) and delayed peak timing of the first PC (p = 0.012) on the paretic side as well as ankle dorsiflexion moment on the nonparetic side (p < 0.001); in the controls, delayed peak timing of the first PC (p = 0.002) on the right side and larger ankle dorsiflexion moment (p = 0.001) as well as larger hip flexion moment on the left side (p = 0.023). The findings suggest that the kinetic mechanisms of gait speed may differ among patients with RHD following patients with stroke with LHD, and controls.
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Affiliation(s)
- Yusuke Sekiguchi
- Department of Physical Medicine and Rehabilitation, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Dai Owaki
- Department of Robotics, Graduate School of Engineering, Tohoku University, Sendai, Japan
| | - Keita Honda
- Department of Physical Medicine and Rehabilitation, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Shin-Ichi Izumi
- Department of Physical Medicine and Rehabilitation, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Department of Physical Medicine and Rehabilitation, Graduate School of Biomedical Engineering, Tohoku University, Sendai, Japan
| | - Satoru Ebihara
- Department of Internal Medicine & Rehabilitation Science, Disability Sciences, Tohoku University Graduate School of Medicine, Sendai, Japan
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19
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Save OM, Das S, Carlson E, Ahn J, Lee H. Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking. IEEE Trans Neural Syst Rehabil Eng 2024; 32:442-451. [PMID: 38227410 DOI: 10.1109/tnsre.2024.3354851] [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: 01/17/2024]
Abstract
Entraining human gait with a periodic mechanical perturbation has been proposed as a potentially effective strategy for gait rehabilitation, but the related studies have mostly depended on the use of a fixed-speed treadmill (FST) due to various practical constraints. However, imposing a constant treadmill speed on participants becomes a critical problem because this speed constraint prohibits the participants from adjusting the gait speed, resulting in significant alterations in natural biomechanics as the entrainment alters the stride frequency. In this study, we hypothesized that the use of a variable-speed treadmill (VST), which enables the participants to continuously adjust their speed, can improve the success rate of gait entrainment and preserve natural gait biomechanics. To test this hypothesis, we recruited 15 young and healthy adults and let them walk on a conventional FST and a self-paced VST while wearing a soft robotic hip exosuit, which applied hip flexion perturbations at various frequencies, ranging from the preferred walking frequency to a 30% increased value. Kinematics and kinetics of the participants' walking under the two treadmill conditions were measured on two separate days. Experimental results demonstrated a higher success rate of entrainment during VST walking compared to FST walking, particularly at faster perturbation frequencies. Furthermore, walking on VST facilitated the maintenance of natural biomechanics, such as stride length and normalized propulsive impulse, better than walking on FST. The observed improvement, primarily attributed to allowing an increase in walking speed following the increase in the perturbation frequency, suggests that using a self-paced VST is a viable method for exploiting the potentially beneficial therapeutic effects of entrainment in gait rehabilitation.
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20
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Ito S, Abe H, Okanuka T, Nanka K, Nagasawa T, Oki K, Suzukamo Y, Izumi SI. Increased trailing limb angle in hemiplegic patients after training with a knee orthosis: A randomized controlled trial. NeuroRehabilitation 2024; 54:485-494. [PMID: 38669489 DOI: 10.3233/nre-230372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
BACKGROUND Stroke often induces gait abnormality, such as buckling knee pattern, compromising walking ability. Previous studies indicated that an adequate trailing limb angle (TLA) is critical for recovering walking ability. OBJECTIVE We hypothesized that correcting gait abnormality by immobilizing the knee joint using a knee orthosis (KO) would improve walking patterns and increase the TLA, and investigated whether walking training using a KO would increase the TLA in post-stroke patients. METHODS In a randomized controlled trial, thirty-four participants were assigned to KO (walking training using a KO) and non-KO (without using a KO) groups. Twenty-nine completed the three-week gait training protocol. TLA was measured at baseline and after training. A two-way repeated ANOVA was performed to evaluate TLA increases with training type and time as test factors. A t-test compared TLA changes (ΔTLA) between the two groups. RESULTS ANOVA showed a main effect for time (F = 64.5, p < 0.01) and interaction (F = 15.4, p < 0.01). ΔTLA was significantly higher in the KO group (14.6±5.8) than in the non-KO group (5.0±7.0, p < 0.001). CONCLUSION Walking training using a KO may be practical and effective for increasing TLA in post-stroke patients.
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Affiliation(s)
- Shun Ito
- PHYSIPO Co., Ltd, Sendai, Japan
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hiroaki Abe
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, Sendai, Japan
- Fukushima Medical University School of Health Sciences, Fukushima, Japan
| | - Toru Okanuka
- Department of Rehabilitation, Kohnan Hospital, Sendai, Japan
| | - Kosuke Nanka
- Department of Rehabilitation, Kohnan Hospital, Sendai, Japan
| | - Takuma Nagasawa
- Department of Rehabilitation, Kohnan Hospital, Sendai, Japan
| | - Kazuto Oki
- Department of Rehabilitation, Kohnan Hospital, Sendai, Japan
| | - Yoshimi Suzukamo
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Shin-Ichi Izumi
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, Sendai, Japan
- Tsurumaki Onsen Hospital, Hadano, Japan
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21
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Moradian N, Ko M, Hurt CP, Brown DA. Effects of backward-directed resistance on propulsive force generation during split-belt treadmill walking in non-impaired individuals. Front Hum Neurosci 2023; 17:1214967. [PMID: 38111676 PMCID: PMC10725924 DOI: 10.3389/fnhum.2023.1214967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 11/14/2023] [Indexed: 12/20/2023] Open
Abstract
Introduction Backward-directed resistance is the resistance applied in the opposite direction of the individual's walking motion. Progressive application of backward-directed resistance during walking at a target speed engages adaptive motor control to maintain that speed. During split-belt walking, a motor control strategy must be applied that allows the person to keep up with the two belts to maintain their position on the treadmill. This situation becomes more challenging when progressive resistance is applied since each limb needs to adapt to the greater resistance to maintain the position. We propose that strategies aimed at changing relative propulsion forces with each limb may explain the motor control strategy used. This study aimed to identify the changes in propulsive force dynamics that allow individuals to maintain their position while walking on an instrumented split-belt treadmill with progressively increasing backward-directed resistance. Methods We utilized an instrumented split-belt treadmill while users had to overcome a set of increasing backward-directed resistance through the center of mass. Eighteen non-impaired participants (mean age = 25.2 ± 2.51) walked against five levels of backward resistance (0, 5, 10, 15, and 20% of participant's body weight) in two different modalities: single-belt vs. split-belt treadmill. On the single-belt mode, the treadmill's pace was the participant's comfortable walking speed (CWS). In split-belt mode, the dominant limb's belt pace was half of the CWS, and the non-dominant limb's belt speed was at the CWS. Results We assessed differences between single-belt vs. split-belt conditions in the slope of the linear relationship between change in propulsive impulse relative to change of backward resistance amount. In split-belt conditions, the slower limb showed a significantly steeper increase in propulsion generation compared to the fast limb across resistance levels. Discussion As a possible explanation, the slow limb also exhibited a significantly increased slope of the change in trailing limb angle (TLA), which was strongly correlated to the propulsive impulse slope values. We conclude that the motor control strategy used to maintain position on a split-belt treadmill when challenged with backward-directed resistance is to increase the propulsive forces of the slow limb relative to the fast limb by progressively increasing the TLA. Clinical trial registration ClinicalTrials.gov, identifier NCT04877249.
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Affiliation(s)
- Negar Moradian
- Department of Physical Therapy, School of Health Professions, The University of Texas Medical Branch at Galveston, Galveston, TX, United States
| | - Mansoo Ko
- Department of Physical Therapy, School of Health Professions, The University of Texas Medical Branch at Galveston, Galveston, TX, United States
| | - Christopher P. Hurt
- Department of Physical Therapy, School of Health Professions, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - David A. Brown
- Department of Physical Therapy, School of Health Professions, The University of Texas Medical Branch at Galveston, Galveston, TX, United States
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Porciuncula F, Arumukhom Revi D, Baker TC, Sloutsky R, Walsh CJ, Ellis TD, Awad LN. Effects of high-intensity gait training with and without soft robotic exosuits in people post-stroke: a development-of-concept pilot crossover trial. J Neuroeng Rehabil 2023; 20:148. [PMID: 37936135 PMCID: PMC10629136 DOI: 10.1186/s12984-023-01267-9] [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: 03/14/2023] [Accepted: 10/11/2023] [Indexed: 11/09/2023] Open
Abstract
INTRODUCTION High-intensity gait training is widely recognized as an effective rehabilitation approach after stroke. Soft robotic exosuits that enhance post-stroke gait mechanics have the potential to improve the rehabilitative outcomes achieved by high-intensity gait training. The objective of this development-of-concept pilot crossover study was to evaluate the outcomes achieved by high-intensity gait training with versus without soft robotic exosuits. METHODS In this 2-arm pilot crossover study, four individuals post-stroke completed twelve visits of speed-based, high-intensity gait training: six consecutive visits of Robotic Exosuit Augmented Locomotion (REAL) gait training and six consecutive visits without the exosuit (CONTROL). The intervention arms were counterbalanced across study participants and separated by 6 + weeks of washout. Walking function was evaluated before and after each intervention using 6-minute walk test (6MWT) distance and 10-m walk test (10mWT) speed. Moreover, 10mWT speeds were evaluated before each training visit, with the time-course of change in walking speed computed for each intervention arm. For each participant, changes in each outcome were compared to minimal clinically-important difference (MCID) thresholds. Secondary analyses focused on changes in propulsion mechanics and associated biomechanical metrics. RESULTS Large between-group effects were observed for 6MWT distance (d = 1.41) and 10mWT speed (d = 1.14). REAL gait training resulted in an average pre-post change of 68 ± 27 m (p = 0.015) in 6MWT distance, compared to a pre-post change of 30 ± 16 m (p = 0.035) after CONTROL gait training. Similarly, REAL training resulted in a pre-post change of 0.08 ± 0.03 m/s (p = 0.012) in 10mWT speed, compared to a pre-post change of 0.01 ± 06 m/s (p = 0.76) after CONTROL. For both outcomes, 3 of 4 (75%) study participants surpassed MCIDs after REAL training, whereas 1 of 4 (25%) surpassed MCIDs after CONTROL training. Across the training visits, REAL training resulted in a 1.67 faster rate of improvement in walking speed. Similar patterns of improvement were observed for the secondary gait biomechanical outcomes, with REAL training resulting in significantly improved paretic propulsion for 3 of 4 study participants (p < 0.05) compared to 1 of 4 after CONTROL. CONCLUSION Soft robotic exosuits have the potential to enhance the rehabilitative outcomes produced by high-intensity gait training after stroke. Findings of this development-of-concept pilot crossover trial motivate continued development and study of the REAL gait training program.
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Affiliation(s)
- Franchino Porciuncula
- Department of Physical Therapy, Center for Neurorehabilitation, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
- Department of Physical Therapy, Neuromotor Recovery Lab, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
- Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
| | - Dheepak Arumukhom Revi
- Department of Physical Therapy, Neuromotor Recovery Lab, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
- Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
- Department of Mechanical Engineering, Boston University, Boston, MA, USA
| | - Teresa C Baker
- Department of Physical Therapy, Center for Neurorehabilitation, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
- Department of Physical Therapy, Neuromotor Recovery Lab, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
| | - Regina Sloutsky
- Department of Physical Therapy, Neuromotor Recovery Lab, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
| | - Conor J Walsh
- Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA
| | - Terry D Ellis
- Department of Physical Therapy, Center for Neurorehabilitation, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA
| | - Louis N Awad
- Department of Physical Therapy, Neuromotor Recovery Lab, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, USA.
- Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA.
- Department of Mechanical Engineering, Boston University, Boston, MA, USA.
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23
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Browne MG, Stenum J, Padmanabhan P, Roemmich RT. Simple within-stride changes in treadmill speed can drive selective changes in human gait symmetry. PLoS One 2023; 18:e0287568. [PMID: 37883477 PMCID: PMC10602355 DOI: 10.1371/journal.pone.0287568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 06/08/2023] [Indexed: 10/28/2023] Open
Abstract
Millions of people walk with asymmetric gait patterns, highlighting a need for customizable rehabilitation approaches that can flexibly target different aspects of gait asymmetry. Here, we studied how simple within-stride changes in treadmill speed could drive selective changes in gait symmetry. In Experiment 1, healthy adults (n = 10) walked on an instrumented treadmill with and without a closed-loop controller engaged. This controller changed the treadmill speed to 1.50 or 0.75 m/s depending on whether the right or left leg generated propulsive ground reaction forces, respectively. Participants walked asymmetrically when the controller was engaged: the leg that accelerated during propulsion (right) showed smaller leading limb angles, larger trailing limb angles, and smaller propulsive forces than the leg that decelerated (left). In Experiment 2, healthy adults (n = 10) walked on the treadmill with and without an open-loop controller engaged. This controller changed the treadmill speed to 1.50 or 0.75 m/s at a prescribed time interval while a metronome guided participants to step at different time points relative to the speed change. Different patterns of gait asymmetry emerged depending on the timing of the speed change: step times, leading limb angles, and peak propulsion were asymmetric when the speed changed early in stance while step lengths, step times, and propulsion impulses were asymmetric when the speed changed later in stance. In sum, we show that simple manipulations of treadmill speed can drive selective changes in gait symmetry. Future work will explore the potential for this technique to restore gait symmetry in clinical populations.
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Affiliation(s)
- Michael G. Browne
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States of America
- Dept of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
- Dept of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Jan Stenum
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States of America
- Dept of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Purnima Padmanabhan
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States of America
- Dept of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Ryan T. Roemmich
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States of America
- Dept of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
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Ohtsu H, Hase K, Sakoda K, Aoi S, Kita S, Ogaya S. A powered simple walking model explains the decline in propulsive force and hip flexion torque compensation in human gait. Sci Rep 2023; 13:14770. [PMID: 37679376 PMCID: PMC10485060 DOI: 10.1038/s41598-023-41706-0] [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: 10/29/2022] [Accepted: 08/30/2023] [Indexed: 09/09/2023] Open
Abstract
Excessive hip flexion torque to prioritize leg swings in the elderly is likely to be a factor that reduces their propulsive force and gait stability, but the mechanism is not clear. To understand the mechanism, we investigated how propulsive force, hip flexion torque, and margin of stability (MoS) change when only the hip spring stiffness is increased without changing the walking speed in the simple walking model, and verified whether the relationship holds in human walking. The results showed that at walking speeds between 0.50 and 1.75 m/s, increasing hip spring stiffness increased hip flexion torque and decreased the propulsive force and MoS in both the model and human walking. Furthermore, it was found that the increase in hip flexion torque was explained by the increase in spring stiffness, and the decreases in the propulsive force and MoS were explained by the increase in step frequency associated with the increase in spring stiffness. Therefore, the increase in hip flexion torque likely decreased the propulsive force and MoS, and this mechanism was explained by the intervening hip spring stiffness. Our findings may help in the control design of walking assistance devices, and in improving our understanding of elderly walking strategies.
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Affiliation(s)
- Hajime Ohtsu
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka, 560-8531, Japan.
- Japan Society for the Promotion of Science, Tokyo, Japan.
| | - Kazunori Hase
- Department of Mechanical Systems Engineering, Faculty of Systems Design, Tokyo Metropolitan University, Tokyo, Japan
| | - Kouta Sakoda
- Department of Mechanical Systems Engineering, Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan
| | - Shinya Aoi
- Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, 1-3 Machikaneyama, Toyonaka, Osaka, 560-8531, Japan
| | - Shunsuke Kita
- Department of Health and Social Services, Graduate School of Saitama Prefectural University, Saitama, Japan
- Department of Physical Therapy, Touto Rehabilitation College, Tokyo, Japan
- Department of Rehabilitation, Soka Orthopedics Internal Medicine, Saitama, Japan
| | - Shinya Ogaya
- Department of Physical Therapy, Saitama Prefectural University, Saitama, Japan
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25
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Grosklos M, Lewis CL, Ceballos E, Perry J, Di Stasi S. Females with hip-related pain demonstrate reduced kinetics at the hip and ankle during terminal stance of gait. Gait Posture 2023; 105:99-103. [PMID: 37515892 PMCID: PMC10527984 DOI: 10.1016/j.gaitpost.2023.07.284] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 07/07/2023] [Accepted: 07/25/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND Individuals with hip-related pain (HRP) commonly report pain with walking and demonstrate altered movement patterns compared to healthy controls (HCs). Individuals with HRP may attempt to reduce pain during walking by decreasing kinetics and joint forces at the hip through increased use of the ankle during pushoff. RESEARCH QUESTION Do individuals with HRP have increased kinetics at the ankle and decreased kinetics at the hip during pushoff in gait compared to HCs, and do kinetic patterns differ between males and females with HRP? METHODS This retrospective observational study included 42 individuals with HRP and 20 HCs. Participants completed overground gait trials at their self-selected speed while kinematics and kinetics were recorded through a motion capture system and force plates. Peak internal hip and ankle moments and hip flexion and ankle plantarflexion angular impulse during terminal stance were used in general estimating equations for comparison of group by limb interactions for males and females separately, as well as a comparison of males and females within the HRP group. RESULTS Females with HRP demonstrated reduced hip flexion impulse on their involved limb (.070 Nm*s/kg*m) compared to female HCs (.083Nm*s/kg*m; p = .032), as well as reduced peak ankle plantarflexion moment (-.94Nm/kg*m) compared to their contralateral limb (-.99Nm/kg*m) and the involved limb of HRP males (-1.00Nm/kg*m) (p ≤ .007). There were no between-limb or between-group differences in hip or ankle peak moments or impulses in males. SIGNIFICANCE Females with HRP show decreased kinetics at both the hip and ankle; these patterns were not identified in males. Future investigations should examine whether increasing ankle kinetics during pushoff reduces pain at the hip, as this may be a valuable clinical treatment strategy.
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Affiliation(s)
- Madeline Grosklos
- Department of Biomedical Engineering, The Ohio State University, 140 W 19th Ave, Columbus, OH 43210, USA; Jameson Crane Sports Medicine Research Institute, The Ohio State University Wexner Medical Center, 2835 Fred Taylor Dr, Columbus, OH 43202, USA.
| | - Cara L Lewis
- Department of Physical Therapy, College of Health & Rehabilitation Sciences: Sargent College, Boston University, 635 Commonwealth Ave, Boston, MA 02215, USA
| | - Elizabeth Ceballos
- The Ohio State University Wexner Medical Center Division of Sport Physical Therapy, 2835 Fred Taylor Dr, Columbus, OH 43202, USA
| | - Jennifer Perry
- Jameson Crane Sports Medicine Research Institute, The Ohio State University Wexner Medical Center, 2835 Fred Taylor Dr, Columbus, OH 43202, USA; Department of Mechanical Engineering, The Ohio State University, 201 W. 19th Avenue, Columbus, OH 43210, USA
| | - Stephanie Di Stasi
- Jameson Crane Sports Medicine Research Institute, The Ohio State University Wexner Medical Center, 2835 Fred Taylor Dr, Columbus, OH 43202, USA; Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University, 453 W 10th Ave, Columbus, OH 43210, USA
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26
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Kesar T. The Effects of Stroke and Stroke Gait Rehabilitation on Behavioral and Neurophysiological Outcomes:: Challenges and Opportunities for Future Research. Dela J Public Health 2023; 9:76-81. [PMID: 37701480 PMCID: PMC10494801 DOI: 10.32481/djph.2023.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023] Open
Abstract
Stroke continues to be a leading cause of adult disability, contributing to immense healthcare costs. Even after discharge from rehabilitation, post-stroke individuals continue to have persistent gait impairments, which in turn adversely affect functional mobility and quality of life. Multiple factors, including biomechanics, energy cost, psychosocial variables, as well as the physiological function of corticospinal neural pathways influence stroke gait function and training-induced gait improvements. As a step toward addressing this challenge, the objective of the current perspective paper is to outline knowledge gaps pertinent to the measurement and retraining of stroke gait dysfunction. The paper also has recommendations for future research directions to address important knowledge gaps, especially related to the measurement and rehabilitation-induced modulation of biomechanical and neural processes underlying stroke gait dysfunction. We posit that there is a need for leveraging emerging technologies to develop innovative, comprehensive, methods to measure gait patterns quantitatively, to provide clinicians with objective measure of gait quality that can supplement conventional clinical outcomes of walking function. Additionally, we posit that there is a need for more research on how the stroke lesion affects multiple parts of the nervous system, and to understand the neuroplasticity correlates of gait training and gait recovery. Multi-modal clinical research studies that can combine clinical, biomechanical, neural, and computational modeling data provide promise for gaining new information about stroke gait dysfunction as well as the multitude of factors affecting recovery and treatment response in people with post-stroke hemiparesis.
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Affiliation(s)
- Trisha Kesar
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine
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27
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Swaminathan K, Porciuncula F, Park S, Kannan H, Erard J, Wendel N, Baker T, Ellis TD, Awad LN, Walsh CJ. Ankle-targeted exosuit resistance increases paretic propulsion in people post-stroke. J Neuroeng Rehabil 2023; 20:85. [PMID: 37391851 PMCID: PMC10314463 DOI: 10.1186/s12984-023-01204-w] [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: 04/03/2023] [Accepted: 06/15/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Individualized, targeted, and intense training is the hallmark of successful gait rehabilitation in people post-stroke. Specifically, increasing use of the impaired ankle to increase propulsion during the stance phase of gait has been linked to higher walking speeds and symmetry. Conventional progressive resistance training is one method used for individualized and intense rehabilitation, but often fails to target paretic ankle plantarflexion during walking. Wearable assistive robots have successfully assisted ankle-specific mechanisms to increase paretic propulsion in people post-stroke, suggesting their potential to provide targeted resistance to increase propulsion, but this application remains underexamined in this population. This work investigates the effects of targeted stance-phase plantarflexion resistance training with a soft ankle exosuit on propulsion mechanics in people post-stroke. METHODS We conducted this study in nine individuals with chronic stroke and tested the effects of three resistive force magnitudes on peak paretic propulsion, ankle torque, and ankle power while participants walked on a treadmill at their comfortable walking speeds. For each force magnitude, participants walked for 1 min while the exosuit was inactive, 2 min with active resistance, and 1 min with the exosuit inactive, in sequence. We evaluated changes in gait biomechanics during the active resistance and post-resistance sections relative to the initial inactive section. RESULTS Walking with active resistance increased paretic propulsion by more than the minimal detectable change of 0.8 %body weight at all tested force magnitudes, with an average increase of 1.29 ± 0.37 %body weight at the highest force magnitude. This improvement corresponded to changes of 0.13 ± 0.03 N m kg- 1 in peak biological ankle torque and 0.26 ± 0.04 W kg- 1 in peak biological ankle power. Upon removal of resistance, propulsion changes persisted for 30 seconds with an improvement of 1.49 ± 0.58 %body weight after the highest resistance level and without compensatory involvement of the unresisted joints or limb. CONCLUSIONS Targeted exosuit-applied functional resistance of paretic ankle plantarflexors can elicit the latent propulsion reserve in people post-stroke. After-effects observed in propulsion highlight the potential for learning and restoration of propulsion mechanics. Thus, this exosuit-based resistive approach may offer new opportunities for individualized and progressive gait rehabilitation.
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Affiliation(s)
- Krithika Swaminathan
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Franchino Porciuncula
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
- Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA, 02215, USA
| | - Sungwoo Park
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Harini Kannan
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Julien Erard
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Nicholas Wendel
- Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA, 02215, USA
| | - Teresa Baker
- Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA, 02215, USA
| | - Terry D Ellis
- Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA, 02215, USA
| | - Louis N Awad
- Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA, 02215, USA
| | - Conor J Walsh
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA.
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Santucci V, Alam Z, Liu J, Spencer J, Faust A, Cobb A, Konantz J, Eicholtz S, Wolf S, Kesar TM. Immediate improvements in post-stroke gait biomechanics are induced with both real-time limb position and propulsive force biofeedback. J Neuroeng Rehabil 2023; 20:37. [PMID: 37004111 PMCID: PMC10064559 DOI: 10.1186/s12984-023-01154-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 02/27/2023] [Indexed: 04/03/2023] Open
Abstract
BACKGROUND Paretic propulsion [measured as anteriorly-directed ground reaction forces (AGRF)] and trailing limb angle (TLA) show robust inter-relationships, and represent two key modifiable post-stroke gait variables that have biomechanical and clinical relevance. Our recent work demonstrated that real-time biofeedback is a feasible paradigm for modulating AGRF and TLA in able-bodied participants. However, the effects of TLA biofeedback on gait biomechanics of post-stroke individuals are poorly understood. Thus, our objective was to investigate the effects of unilateral, real-time, audiovisual TLA versus AGRF biofeedback on gait biomechanics in post-stroke individuals. METHODS Nine post-stroke individuals (6 males, age 63 ± 9.8 years, 44.9 months post-stroke) participated in a single session of gait analysis comprised of three types of walking trials: no biofeedback, AGRF biofeedback, and TLA biofeedback. Biofeedback unilaterally targeted deficits on the paretic limb. Dependent variables included peak AGRF, TLA, and ankle plantarflexor moment. One-way repeated measures ANOVA with Bonferroni-corrected post-hoc comparisons were conducted to detect the effect of biofeedback on gait biomechanics variables. RESULTS Compared to no-biofeedback, both AGRF and TLA biofeedback induced unilateral increases in paretic AGRF. TLA biofeedback induced significantly larger increases in paretic TLA than AGRF biofeedback. AGRF biofeedback increased ankle moment, and both feedback conditions increased non-paretic step length. Both types of biofeedback specifically targeted the paretic limb without inducing changes in the non-paretic limb. CONCLUSIONS By showing comparable increases in paretic limb gait biomechanics in response to both TLA and AGRF biofeedback, our novel findings provide the rationale and feasibility of paretic TLA as a gait biofeedback target for post-stroke individuals. Additionally, our results provide preliminary insights into divergent biomechanical mechanisms underlying improvements in post-stroke gait induced by these two biofeedback targets. We lay the groundwork for future investigations incorporating greater dosages and longer-term therapeutic effects of TLA biofeedback as a stroke gait rehabilitation strategy. Trial registration NCT03466372.
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Affiliation(s)
- Vincent Santucci
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Zahin Alam
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Justin Liu
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Jacob Spencer
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Alec Faust
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Aijalon Cobb
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Joshua Konantz
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Steven Eicholtz
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
| | - Steven Wolf
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA
- Center for Visual and Neurocognitive Rehabilitation, VA Medical Center, Atlanta, GA, USA
| | - Trisha M Kesar
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University, Atlanta, GA, USA.
- Emory Rehabilitation Hospital, 1441 Clifton Rd NE, Atlanta, GA, 30322, USA.
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Sudo D, Maeda Y. Influence of history of falls and physical function on obstacle-straddling behavior. J Phys Ther Sci 2023; 35:175-181. [PMID: 36866013 PMCID: PMC9974328 DOI: 10.1589/jpts.35.175] [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: 10/06/2022] [Accepted: 12/01/2022] [Indexed: 03/04/2023] Open
Abstract
[Purpose] This study aimed to clarify the relationship between falls and lower leg motion during obstacle crossing, in which stumbling or tripping is the most common cause of falls in the elderly population. [Participants and Methods] This study included 32 older adults who performed the obstacle crossing motion. The heights of the obstacles were 20, 40, and 60 mm. To analyze the leg motion, a video analysis system was used. The hip, knee, and ankle joint angles during the crossing motion were calculated by the video analysis software, Kinovea. To evaluate the risk of falls, one leg stance time and timed up and go test were measured, and data on fall history were collected using a questionnaire. Participants were divided into two groups: high-risk and low-risk groups, according to the degree of fall risk. [Results] The high-risk group showed greater changes in hip flexion angle in the forelimb. The hip flexion angle in the hindlimb and the angle change of lower extremities among the high-risk group became larger. [Conclusion] Participants in the high-risk group should lift their legs high when performing the crossing motion to ensure foot clearance and avoid stumbling over the obstacle.
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Affiliation(s)
- Daisuke Sudo
- Department of Physical Therapy, School of Health Sciences
at Odawara, International University of Health and Welfare: 1-2-25 Shiroyama, Odawara-shi,
Kanagawa 250-8588, Japan,Corresponding author. Daisuke Sudo (E-mail: )
| | - Yusuke Maeda
- Department of Physical Therapy, School of Health Sciences
at Odawara, International University of Health and Welfare: 1-2-25 Shiroyama, Odawara-shi,
Kanagawa 250-8588, Japan
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Pappas MC, Baudendistel ST, Schmitt AC, Au KLK, Hass CJ. Acclimatization of force production during walking in persons with Parkinson's disease. J Biomech 2023; 148:111477. [PMID: 36739723 PMCID: PMC10851883 DOI: 10.1016/j.jbiomech.2023.111477] [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: 09/23/2022] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 02/04/2023]
Abstract
Individuals with Parkinson's disease walk slowly, with short strides resulting in decreased mobility. Treadmill walking assessments are utilized to understand gait impairment in persons with Parkinson's disease and treadmill-based interventions to mobility have become increasingly popular. While walking on a treadmill, there is a reported initial acclimatization period where individuals adjust to the speed and dynamics of the moving belt before producing consistent walking patterns. It is unknown how much walking time is required for individuals with Parkinson's disease to acclimate to the treadmill. We investigated how spatiotemporal parameters and ground reaction forces changed during treadmill acclimatization. Twenty individuals with idiopathic Parkinson's (15 Males, 5 Females) walked for a five-minute treadmill session on an instrumented treadmill while motion capture data were collected. The measures of interest included ground reaction force measures (peak propulsive force, peak braking force, propulsive impulse, and braking impulse) and spatiotemporal measures (stride length, stride time, or double support time). Analyses demonstrated significantly increased propulsive impulse (p <.001) after the first minute, with no significant difference for the remaining minutes (p ≥ 0.395). There were no significant changes in the spatiotemporal measures (P =.065). These results quantify the stabilization of ground reaction force during the treadmill acclimatization period. Based on our findings, if steady-state gait is desired, we recommend participants walk for at least two minutes before data collection. Future clinical investigations should consider ground reaction force as sensitive parameters for evaluating gait in persons with Parkinson's disease in treadmill-based assessments or interventional therapies.
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Affiliation(s)
- Marc C Pappas
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA
| | - Sidney T Baudendistel
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA; Program in Physical Therapy, Washington University in St. Louis School of Medicine, St. Louis, MO, USA.
| | - Abigail C Schmitt
- Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA
| | | | - Chris J Hass
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA; Norman Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, USA
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Are Age, Self-Selected Walking Speed, or Propulsion Force Predictors of Gait-Related Changes in Older Adults? J Appl Biomech 2023; 39:99-109. [PMID: 36898389 DOI: 10.1123/jab.2022-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 12/10/2022] [Accepted: 01/05/2023] [Indexed: 03/12/2023]
Abstract
There is limited research that directly compares the effect of reduced speed with reduced propulsive force production (PFP) on age-related gait changes. We aimed to determine how changes in the gait of older adults correlate with age, speed, or peak PFP over a 6-year span. We collected kinematics and kinetics of 17 older subjects at 2 time points. We determined which biomechanical variables changed significantly between visits and used linear regressions to determine whether combinations of self-selected walking speed, peak PFP, and age correlated to changes in these variables. We found a suite of gait-related changes that occurred in the 6-year period, in line with previous aging studies. Of the 10 significant changes, we found 2 with significant regressions. Self-selected walking speed was a significant indicator of step length, not peak PFP or age. Peak PFP was a significant indicator for knee flexion. None of the biomechanical changes were correlated to the chronological age of the subjects. Few gait parameters had a correlation to the independent variables, suggesting that changes in gait mechanics were not solely correlated to peak PFP, speed, and/or age. This study improves understanding of changes in ambulation that lead to age-related gait modifications.
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Fang S, Vijayan V, Reissman ME, Kinney AL, Reissman T. How Do Joint Kinematics and Kinetics Change When Walking Overground with Added Mass on the Lower Body? SENSORS (BASEL, SWITZERLAND) 2022; 22:s22239177. [PMID: 36501878 PMCID: PMC9738556 DOI: 10.3390/s22239177] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/15/2022] [Accepted: 11/23/2022] [Indexed: 05/27/2023]
Abstract
Lower-limb exoskeletons, regardless of their control strategies, have been shown to alter a user's gait just by the exoskeleton's own mass and inertia. The characterization of these differences in joint kinematics and kinetics under exoskeleton-like added mass is important for the design of such devices and their control strategies. In this study, 19 young, healthy participants walked overground at self-selected speeds with six added mass conditions and one zero-added-mass condition. The added mass conditions included +2/+4 lb on each shank or thigh or +8/+16 lb on the pelvis. OpenSim-derived lower-limb sagittal-plane kinematics and kinetics were evaluated statistically with both peak analysis and statistical parametric mapping (SPM). The results showed that adding smaller masses (+2/+8 lb) altered some kinematic and kinetic peaks but did not result in many changes across the regions of the gait cycle identified by SPM. In contrast, adding larger masses (+4/+16 lb) showed significant changes within both the peak and SPM analyses. In general, adding larger masses led to kinematic differences at the ankle and knee during early swing, and at the hip throughout the gait cycle, as well as kinetic differences at the ankle during stance. Future exoskeleton designs may implement these characterizations to inform exoskeleton hardware structure and cooperative control strategies.
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33
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Liu C, McNitt-Gray JL, Finley JM. Impairments in the mechanical effectiveness of reactive balance control strategies during walking in people post-stroke. Front Neurol 2022; 13:1032417. [PMID: 36388197 PMCID: PMC9659909 DOI: 10.3389/fneur.2022.1032417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/11/2022] [Indexed: 01/26/2023] Open
Abstract
People post-stroke have an increased risk of falls compared to neurotypical individuals, partly resulting from an inability to generate appropriate reactions to restore balance. However, few studies investigated the effect of paretic deficits on the mechanics of reactive control strategies following forward losses of balance during walking. Here, we characterized the biomechanical consequences of reactive control strategies following perturbations induced by the treadmill belt accelerations. Thirty-eight post-stroke participants and thirteen age-matched and speed-matched neurotypical participants walked on a dual-belt treadmill while receiving perturbations that induced a forward loss of balance. We computed whole-body angular momentum and angular impulse using segment kinematics and reaction forces to quantify the effect of impulse generation by both the leading and trailing limbs in response to perturbations in the sagittal plane. We found that perturbations to the paretic limb led to larger increases in forward angular momentum during the perturbation step than perturbations to the non-paretic limb or to neurotypical individuals. To recover from the forward loss of balance, neurotypical individuals coordinated reaction forces generated by both legs to decrease the forward angular impulse relative to the pre-perturbation step. They first decreased the forward pitch angular impulse during the perturbation step. Then, during the first recovery step, they increased the backward angular impulse by the leading limb and decreased the forward angular impulse by the trailing limb. In contrast to neurotypical participants, people post-stroke did not reduce the forward angular impulse generated by the stance limb during the perturbed step. They also did not increase leading limb angular impulse or decrease the forward trailing limb angular impulse using their paretic limb during the first recovery step. Lastly, post-stroke individuals who scored poorer on clinical assessments of balance and had greater motor impairment made less use of the paretic limb to reduce forward momentum. Overall, these results suggest that paretic deficits limit the ability to recover from forward loss of balance. Future perturbation-based balance training targeting reactive stepping response in stroke populations may benefit from improving the ability to modulate paretic ground reaction forces to better control whole-body dynamics.
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Affiliation(s)
- Chang Liu
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, United States,*Correspondence: Chang Liu
| | - Jill L. McNitt-Gray
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, United States,Department of Biological Science, University of Southern California, Los Angeles, CA, United States
| | - James M. Finley
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, United States,Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, United States,Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, United States,James M. Finley
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34
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Verification of gait analysis method fusing camera-based pose estimation and an IMU sensor in various gait conditions. Sci Rep 2022; 12:17719. [PMID: 36271241 PMCID: PMC9586966 DOI: 10.1038/s41598-022-22246-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 10/12/2022] [Indexed: 01/18/2023] Open
Abstract
A markerless gait analysis system can measure useful gait metrics to determine effective clinical treatment. Although this gait analysis system does not require a large space, several markers, or time constraints, it inaccurately measure lower limb joint kinematics during gait. In particular, it has a substantial ankle joint angle error. In this study, we investigated the markerless gait analysis method capability using single RGB camera-based pose estimation by OpenPose (OP) and an inertial measurement unit (IMU) sensor on the foot segment to measure ankle joint kinematics under various gait conditions. Sixteen healthy young adult males participated in the study. We compared temporo-spatial parameters and lower limb joint angles during four gait conditions with varying gait speeds and foot progression angles. These were measured by optoelectronic motion capture, markerless gait analysis method using OP, and proposed method using OP and IMU. We found that the proposed method using OP and an IMU significantly decreased the mean absolute errors of peak ankle joint angles compared with OP in the four gait conditions. The proposed method has the potential to measure temporo-spatial gait parameters and lower limb joint angles, including ankle angles, in various gait conditions as a clinical settings gait assessment tool.
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35
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Nakagawa K, Higashi K, Ikeda A, Kadono N, Tanaka E, Yuge L. Robotic ankle control can provide appropriate assistance throughout the gait cycle in healthy adults. Front Neurorobot 2022; 16:993939. [PMID: 36238427 PMCID: PMC9551652 DOI: 10.3389/fnbot.2022.993939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/08/2022] [Indexed: 11/25/2022] Open
Abstract
Ankle foot orthoses are mainly applied to provide stability in the stance phase and adequate foot clearance in the swing phase; however, they do not sufficiently assist during the entire gait cycle. On the other hand, robotic-controlled orthoses can provide mechanical assistance throughout the phases of the gait cycle. This study investigated the effect of ankle control throughout the gait cycle using an ankle joint walking assistive device under five different robotic assistance conditions: uncontrolled, dorsiflexion, and plantar flexion controlled at high and low speeds in the initial loading phase. Compared with the no-control condition, the plantar flexion condition enhanced knee extension and delayed the timing of ankle dorsiflexion in the stance phase; however, the opposite effect occurred under the dorsiflexion condition. Significant differences in the trailing limb angle and minimum toe clearance were also observed, although the same assistance was applied from the mid-stance phase to the initial swing phase. Ankle assistance in the initial loading phase affected the knee extension and ankle dorsiflexion angle during the stance phase. The smooth weight shift obtained might have a positive effect on lifting the limb during the swing phase. Robotic ankle control may provide appropriate assistance throughout the gait cycle according to individual gait ability.
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Affiliation(s)
- Kei Nakagawa
- Division of Bio-Environmental Adaptation Sciences, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Keita Higashi
- Department of Rehabilitation, Innoshima Medical Association Hospital, Onomichi, Japan
| | - Akari Ikeda
- Division of Bio-Environmental Adaptation Sciences, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Naoto Kadono
- Division of Bio-Environmental Adaptation Sciences, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Eiichiro Tanaka
- Graduate School of Information, Production and Systems, Faculty of Science and Engineering, Waseda University, Kita-Kyushu, Japan
| | - Louis Yuge
- Division of Bio-Environmental Adaptation Sciences, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- *Correspondence: Louis Yuge
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36
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Prible D, Fey NP, Yuan Hsiao H. Biomechanical mechanism of peak braking force modulation during increased walking speed in healthy young adults. J Biomech 2022; 144:111311. [PMID: 36154983 DOI: 10.1016/j.jbiomech.2022.111311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 08/16/2022] [Accepted: 09/13/2022] [Indexed: 11/16/2022]
Abstract
Walking speed is an important indicator of health and function across a variety of populations. Faster walking requires both larger propulsive and braking forces, thoughof the two, propulsive force generation has been far more extensively investigated. This study seeks to develop and validatea quasi-static biomechanical model of braking forcein healthy individualsacrossself-selected and fast walking speeds. Additionally, the model was used to quantify the relative contribution of knee extension torque versus leading limb angle (LLA) to changes in braking force across walking speeds. Kinetic and kinematic data from 44 young healthy participants walking overground at 2 different speeds were analyzed. The model prediction correlated strongly with actual braking force production at the self-selected speed (r = 0.9; p < 0.01), the fast speed (r = 0.97; p < 0.01) andthe change between speeds (r = 0.95, p < 0.01). On average, increases in knee extension torque and the LLA contributed 132 % and 12 %, respectively, to increases in peak braking force (PBF). Increases in the external lever arm length operated to reduce predicted braking force by 56 %. The results highlight the importance of rapid eccentric contraction of the knee extensors during braking force modulation in healthy gait.
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Affiliation(s)
- Donald Prible
- Department of Kinesiology and Health Education, The University of Texas at Austin, 2109 San Jacinto Blvd, Austin, TX 78712, United States
| | - Nicholas P Fey
- Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Hao Yuan Hsiao
- Department of Kinesiology and Health Education, The University of Texas at Austin, 2109 San Jacinto Blvd, Austin, TX 78712, United States.
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37
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Pimentel RE, Feldman JN, Lewek MD, Franz JR. Quantifying mechanical and metabolic interdependence between speed and propulsive force during walking. Front Sports Act Living 2022; 4:942498. [PMID: 36157906 PMCID: PMC9500214 DOI: 10.3389/fspor.2022.942498] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 08/02/2022] [Indexed: 11/13/2022] Open
Abstract
Walking speed is a useful surrogate for health status across the population. Walking speed appears to be governed in part by interlimb coordination between propulsive (FP) and braking (FB) forces generated during step-to-step transitions and is simultaneously optimized to minimize metabolic cost. Of those forces, FP generated during push-off has received significantly more attention as a contributor to walking performance. Our goal was to first establish empirical relations between FP and walking speed and then to quantify their effects on metabolic cost in young adults. To specifically address any link between FP and walking speed, we used a self-paced treadmill controller and real-time biofeedback to independently prescribe walking speed or FP across a range of condition intensities. Walking with larger and smaller FP led to instinctively faster and slower walking speeds, respectively, with ~80% of variance in walking speed explained by FP. We also found that comparable changes in either FP or walking speed elicited predictable and relatively uniform changes in metabolic cost, together explaining ~53% of the variance in net metabolic power and ~14% of the variance in cost of transport. These results provide empirical data in support of an interdependent relation between FP and walking speed, building confidence that interventions designed to increase FP will translate to improved walking speed. Repeating this protocol in other populations may identify other relations that could inform the time course of gait decline due to age and disease.
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Affiliation(s)
- Richard E. Pimentel
- Applied Biomechanics Laboratory, Joint Department of BME, UNC, and NCSU, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Human Movement Science Laboratory, Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jordan N. Feldman
- Applied Biomechanics Laboratory, Joint Department of BME, UNC, and NCSU, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Human Movement Science Laboratory, Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Michael D. Lewek
- Human Movement Science Laboratory, Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason R. Franz
- Applied Biomechanics Laboratory, Joint Department of BME, UNC, and NCSU, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Human Movement Science Laboratory, Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- *Correspondence: Jason R. Franz
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38
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Tsushima Y, Fujita K, Miaki H, Kobayashi Y. Effects of increasing non-paretic step length on paretic leg movement during hemiparetic gait: a pilot study. J Phys Ther Sci 2022; 34:590-595. [PMID: 35937629 PMCID: PMC9345751 DOI: 10.1589/jpts.34.590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 05/18/2022] [Indexed: 11/24/2022] Open
Abstract
[Purpose] Gait training that increases non-paretic step length in stroke patients
increases the propulsive force of the paretic leg. However, it limits knee flexion during
the swing phase of gait, and this may cause gait disturbances such as worsening of gait
pattern and increased risk of falling. Therefore, this study aimed to investigate the
effects of increasing non-paretic step length on the joint movement and muscle activity of
a paretic lower limb during hemiparetic gait. [Participants and Methods] A total of 15
hemiparetic patients with chronic stroke were enrolled in this study. Spatiotemporal
parameters, along with kinematic and electromyography data of their paretic lower limbs,
were measured during a 10-m distance overground walking. Two walking conditions were
assessed: normal (comfortable gait) and non-paretic-long (gait with increased non-paretic
step length) conditions. [Results] Under the non-paretic-long condition, the trailing limb
angle was larger than under the normal condition. However, no significant difference was
observed in the knee flexion angle during the swing phase. [Conclusion] Increasing
non-paretic step length during gait is unlikely to limit knee flexion during the swing
phase and can safely improve the propulsive force of a paretic leg.
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Affiliation(s)
- Yuichi Tsushima
- Department of Physical Therapy Rehabilitation, Fukui General Hospital: 58-16-1 Egami, Fukui-city, Fukui 910-8651, Japan.,Division of Health Sciences, Graduate School of Medical Sciences, Kanazawa University, Japan
| | - Kazuki Fujita
- Graduate School of Health Science, Fukui Health Science University, Japan
| | - Hiroichi Miaki
- Graduate School of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Japan
| | - Yasutaka Kobayashi
- Graduate School of Health Science, Fukui Health Science University, Japan
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39
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Evans NH, Suri C, Field-Fote EC. Walking and Balance Outcomes Are Improved Following Brief Intensive Locomotor Skill Training but Are Not Augmented by Transcranial Direct Current Stimulation in Persons With Chronic Spinal Cord Injury. Front Hum Neurosci 2022; 16:849297. [PMID: 35634208 PMCID: PMC9130633 DOI: 10.3389/fnhum.2022.849297] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/25/2022] [Indexed: 11/30/2022] Open
Abstract
Motor training to improve walking and balance function is a common aspect of rehabilitation following motor-incomplete spinal cord injury (MISCI). Evidence suggests that moderate- to high-intensity exercise facilitates neuroplastic mechanisms that support motor skill acquisition and learning. Furthermore, enhancing corticospinal drive via transcranial direct current stimulation (tDCS) may augment the effects of motor training. In this pilot study, we investigated whether a brief moderate-intensity locomotor-related motor skill training (MST) circuit, with and without tDCS, improved walking and balance outcomes in persons with MISCI. In addition, we examined potential differences between within-day (online) and between-day (offline) effects of MST. Twenty-six adults with chronic MISCI, who had some walking ability, were enrolled in a 5-day double-blind, randomized study with a 3-day intervention period. Participants were assigned to an intensive locomotor MST circuit and concurrent application of either sham tDCS (MST+tDCSsham) or active tDCS (MST+tDCS). The primary outcome was overground walking speed measured during the 10-meter walk test. Secondary outcomes included spatiotemporal gait characteristics (cadence and stride length), peak trailing limb angle (TLA), intralimb coordination (ACC), the Berg Balance Scale (BBS), and the Falls Efficacy Scale-International (FES-I) questionnaire. Analyses revealed a significant effect of the MST circuit, with improvements in walking speed, cadence, bilateral stride length, stronger limb TLA, weaker limb ACC, BBS, and FES-I observed in both the MST+tDCSsham and MST+tDCS groups. No differences in outcomes were observed between groups. Between-day change accounted for a greater percentage of the overall change in walking outcomes. In persons with MISCI, brief intensive MST involving a circuit of ballistic, cyclic locomotor-related skill activities improved walking outcomes, and selected strength and balance outcomes; however, concurrent application of tDCS did not further enhance the effects of MST.
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Affiliation(s)
- Nicholas H. Evans
- Shepherd Center, Crawford Research Institute, Atlanta, GA, United States
- Department of Applied Physiology, Georgia Institute of Technology, Atlanta, GA, United States
| | - Cazmon Suri
- Shepherd Center, Crawford Research Institute, Atlanta, GA, United States
| | - Edelle C. Field-Fote
- Shepherd Center, Crawford Research Institute, Atlanta, GA, United States
- Department of Applied Physiology, Georgia Institute of Technology, Atlanta, GA, United States
- Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA, United States
- *Correspondence: Edelle C. Field-Fote,
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40
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Fernández-Gorgojo M, Salas-Gómez D, Sánchez-Juan P, Barbado D, Laguna-Bercero E, Pérez-Núñez MI. Clinical-Functional Evaluation and Test-Retest Reliability of the G-WALK Sensor in Subjects with Bimalleolar Ankle Fractures 6 Months after Surgery. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22083050. [PMID: 35459036 PMCID: PMC9032166 DOI: 10.3390/s22083050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 04/11/2022] [Accepted: 04/11/2022] [Indexed: 05/14/2023]
Abstract
Ankle fractures can cause significant functional impairment in the short and long term. In recent years, gait analysis using inertial sensors has gained special relevance as a reliable measurement system. This study aimed to evaluate the differences in spatiotemporal gait parameters and clinical−functional measurements in patients with bimalleolar ankle fracture and healthy subjects, to study the correlation between the different variables, and to analyze the test−retest reliability of a single inertial sensor in our study population. Twenty-two subjects with bimalleolar ankle fracture six months after surgery and eleven healthy subjects were included in the study. Spatiotemporal parameters were analyzed with the G-WALK sensor. Functional scales and clinical measures were collected beforehand. In the ankle fracture group, the main differences were obtained in bilateral parameters (effect size: 0.61 ≤ d ≤ 0.80). Between-group differences were found in cadence, speed, stride length, and stride time (effect size: 1.61 ≤ d ≤ 1.82). Correlation was moderate (0.436 < r < 0.554) between spatiotemporal parameters and clinical−functional measures, explaining up to 46% of gait performance. Test−retest reliability scores were high to excellent (0.84 ≤ ICC ≤ 0.98), with the worst results in the gait phases. Our study population presents evident clinical−functional impairments 6 months after surgery. The G-WALK can be considered a reliable tool for clinical use in this population.
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Affiliation(s)
- Mario Fernández-Gorgojo
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39005 Torrelavega, Spain; (M.F.-G.); (P.S.-J.); (E.L.-B.); (M.I.P.-N.)
- International Doctoral School, Rey Juan Carlos University (URJC), 28032 Madrid, Spain
| | - Diana Salas-Gómez
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39005 Torrelavega, Spain; (M.F.-G.); (P.S.-J.); (E.L.-B.); (M.I.P.-N.)
- Correspondence:
| | - Pascual Sánchez-Juan
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39005 Torrelavega, Spain; (M.F.-G.); (P.S.-J.); (E.L.-B.); (M.I.P.-N.)
- Alzheimer’s Centre Reina Sofia-CIEN Foundation, 28031 Madrid, Spain
| | - David Barbado
- Sports Research Centre, Department of Sport Science, Miguel Hernández University of Elche, 03202 Elche, Spain;
- Alicante Institute for Health and Biomedical Research (ISABIAL), 03550 Alicante, Spain
| | - Esther Laguna-Bercero
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39005 Torrelavega, Spain; (M.F.-G.); (P.S.-J.); (E.L.-B.); (M.I.P.-N.)
- Traumatology Service and Orthopedic Surgery, University Hospital “Marqués de Valdecilla” (UHMV), 39008 Santander, Spain
| | - María Isabel Pérez-Núñez
- Escuelas Universitarias Gimbernat (EUG), Physiotherapy School Cantabria, Movement Analysis Laboratory, University of Cantabria, 39005 Torrelavega, Spain; (M.F.-G.); (P.S.-J.); (E.L.-B.); (M.I.P.-N.)
- Traumatology Service and Orthopedic Surgery, University Hospital “Marqués de Valdecilla” (UHMV), 39008 Santander, Spain
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41
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Pariser KM, Donlin MC, Downer KE, Higginson JS. Adaptive treadmill control can be manipulated to increase propulsive impulse while maintaining walking speed. J Biomech 2022; 133:110971. [PMID: 35121382 PMCID: PMC8891055 DOI: 10.1016/j.jbiomech.2022.110971] [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: 08/10/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 11/18/2022]
Abstract
Adaptive treadmills (ATM) designed to promote increased propulsion may be an effective tool for gait training since propulsion is often impaired post-stroke. Our lab developed a novel ATM controller that adjusts belt speed via real-time changes in step length, propulsive impulse, and position. This study modified the relative importance of propulsion to step length in the controller to determine the effect of increased propulsive feedback gain on measures of propulsion and walking speed. Twenty-two participants completed five trials at their self-selected speed, each with a unique ATM controller. Walking speed, peak AGRF and PGRF, and AGRF, PGRF, and net impulse were compared between the modifications using one-way repeated measures ANOVAs at a significance level of 0.05. Participants chose similar walking speeds across all conditions (all p > 0.2730). There were no significant differences in peak AGRF (p = 0.1956) or PGRF (p = 0.5159) between conditions. AGRF impulse significantly increased as the gain on the propulsive impulse term was increased relative to the gain on step length (p < 0.0001) while PGRF and net impulse were similar across all conditions (p = 0.5487). Increasing the propulsive impulse gain essentially alters the treadmill environment by providing a controlled amount of resistance to increases in propulsive forces. Our findings demonstrate that the ATM can be modified to promote increased propulsive impulse while maintaining a consistent walking speed. Since increasing propulsion is a common goal of post-stroke gait training, these ATM modifications may improve the efficacy of the ATM for gait rehabilitation.
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Affiliation(s)
- Kayla M Pariser
- Department of Mechanical Engineering, University of Delaware, Newark, DE, USA.
| | - Margo C Donlin
- Department of Biomedical Engineering, University of Delaware, Newark, DE, USA
| | - Kaitlyn E Downer
- Department of Mechanical Engineering, University of Delaware, Newark, DE, USA
| | - Jill S Higginson
- Department of Mechanical Engineering, University of Delaware, Newark, DE, USA; Department of Biomedical Engineering, University of Delaware, Newark, DE, USA
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Yamada T, Ohta M, Tamari M. Effect of spasticity of the ankle plantar flexors on the walking speed of hemiplegic stroke patients after maximum walking speed exercises. JAPANESE JOURNAL OF COMPREHENSIVE REHABILITATION SCIENCE 2022; 12:64-69. [PMID: 37860215 PMCID: PMC10545026 DOI: 10.11336/jjcrs.12.64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 10/21/2023]
Abstract
Yamada T, Ohta M, Tamari M. Effect of spasticity of the ankle plantar flexors on the walking speed of hemiplegic stroke patients after maximum walking speed exercises. Jpn J Compr Rehabil Sci 2021; 12: 64-69. Objective This study examined the effect of ankle plantar flexor spasticity on the walking speed of hemiplegic stroke patients immediately following maximum walking speed exercises. Methods A total of 23 hemiplegic stroke patients were divided into two groups based on the presence (n = 13) or absence (n = 10) of ankle plantar flexor spasticity on the paralyzed side. Gait speed, propulsive force during pre-swing, paretic side ankle plantar flexion movement during pre-swing, paretic side ankle dorsiflexion angle during the stance phase, angular velocity of paretic side dorsiflexion during the stance phase, paretic side trailing limb angle in the terminal stance, paretic side plantar flexion angle in the terminal stance, and the timing of maximum dorsiflexion of the ankle joint on the paretic side were measured before and after the maximum walking speed exercises, using a three-dimensional motion analyzer. Results In the spasticity group, no significant improvement was observed in any of the categories. In contrast, in the non-spasticity group, significant improvement was observed in all categories, except for the paretic side ankle dorsiflexion angle. Conclusion This study showed that maximum walking speed exercises immediately improved walking speed in hemiplegic stroke patients without ankle plantar flexor spasticity.
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Affiliation(s)
| | - Mizuho Ohta
- Seiai Rehabilitation Hospital, Fukuoka, Japan
| | - Makoto Tamari
- International University of Health and Welfare Graduate School, Fukuoka, Japan
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Swaminathan K, Park S, Raza F, Porciuncula F, Lee S, Nuckols RW, Awad LN, Walsh CJ. Ankle resistance with a unilateral soft exosuit increases plantarflexor effort during pushoff in unimpaired individuals. J Neuroeng Rehabil 2021; 18:182. [PMID: 34961521 PMCID: PMC8711150 DOI: 10.1186/s12984-021-00966-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 12/01/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Ankle-targeting resistance training for improving plantarflexion function during walking increases rehabilitation intensity, an important factor for motor recovery after stroke. However, understanding of the effects of resisting plantarflexion during stance on joint kinetics and muscle activity-key outcomes in evaluating its potential value in rehabilitation-remains limited. This initial study uses a unilateral exosuit that resists plantarflexion during mid-late stance in unimpaired individuals to test the hypotheses that when plantarflexion is resisted, individuals would (1) increase plantarflexor ankle torque and muscle activity locally at the resisted ipsilateral ankle, but (2) at higher forces, exhibit a generalized response that also uses the unresisted joints and limb. Further, we expected (3) short-term retention into gait immediately after removal of resistance. METHODS Ten healthy young adults walked at 1.25 m s-1 for four 10-min discrete bouts, each comprising baseline, exposure to active exosuit-applied resistance, and post-active sections. In each bout, a different force magnitude was applied based on individual baseline ankle torques. The peak resistance torque applied by the exosuit was 0.13 ± 0.01, 0.19 ± 0.01, 0.26 ± 0.02, and 0.32 ± 0.02 N m kg-1, in the LOW, MED, HIGH, and MAX bouts, respectively. RESULTS (1) Across all bouts, participants increased peak ipsilateral biological ankle torque by 0.13-0.25 N m kg-1 (p < 0.001) during exosuit-applied resistance compared to corresponding baselines. Additionally, ipsilateral soleus activity during stance increased by 5.4-11.3% (p < 0.05) in all but the LOW bout. (2) In the HIGH and MAX bouts, vertical ground reaction force decreased on the ipsilateral limb while increasing on the contralateral limb (p < 0.01). Secondary analysis found that the force magnitude that maximized increases in biological ankle torque without significant changes in limb loading varied by subject. (3) Finally, peak ipsilateral plantarflexion angle increased significantly during post-exposure in the intermediate HIGH resistance bout (p < 0.05), which corresponded to the greatest average increase in soleus activity (p > 0.10). CONCLUSIONS Targeted resistance of ankle plantarflexion during stance by an exosuit consistently increased local ipsilateral plantarflexor effort during active resistance, but force magnitude will be an important parameter to tune for minimizing the involvement of the unresisted joints and limb during training.
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Affiliation(s)
- Krithika Swaminathan
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Sungwoo Park
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Fouzia Raza
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Franchino Porciuncula
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
- Sargent College of Health and Rehabilitation Science, Boston University, Boston, MA, 02215, USA
| | - Sangjun Lee
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Richard W Nuckols
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA
| | - Louis N Awad
- Sargent College of Health and Rehabilitation Science, Boston University, Boston, MA, 02215, USA
| | - Conor J Walsh
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, MA, 02134, USA.
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Tiwari A, Kujur A, Kumar J, Joshi D. Investigating the Effect of Real-Time Center of Pressure (CoP) Feedback Training on the Swing Phase of Lower Limb Kinematics in Transfemoral Prostheses with SACH foot. J Biomech Eng 2021; 144:1130976. [PMID: 34951460 DOI: 10.1115/1.4053364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Indexed: 11/08/2022]
Abstract
Transfemoral amputee often encounters reduced toe clearance resulting in trip-related falls. Swing phase joint angles have been shown to influence the toe clearance therefore, training intervention that targets shaping the swing phase joint angles can potentially enhance toe clearance. The focus of this study was to investigate the effect of the shift in the location of the center of pressure (CoP) during heel strike on modulation of the swing phase joint angles in able-bodied participants (n=6) and transfemoral amputees (n=3). We first developed a real-time CoP-based visual feedback system such that participants could shift the CoP during treadmill walking. Next, the kinematic data were collected during two different walking sessions- baseline (without feedback) and feedback (shifting the CoP anteriorly/posteriorly at heel strike to match the target CoP location). Primary swing phase joint angle adaptations were observed with feedback such that during the mid-swing phase, posterior CoP shift feedback significantly increases (p<0.05) the average hip and knee flexion angle by 11.55 degrees and 11.86 degrees respectively in amputees, whereas a significant increase (p<0.05) in ankle dorsiflexion, hip and knee flexion angle by 3.60 degrees, 3.22 degrees, and 1.27 degrees respectively compared to baseline was observed in able-bodied participants. Moreover, an opposite kinematic adaptation was seen during anterior CoP shift feedback. Overall, results confirm a direct correlation between the CoP shift and the modulation in the swing phase lower limb joint angles.
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Affiliation(s)
- Ashutosh Tiwari
- Centre for Biomedical Engineering, Indian Institute of Technology Delhi, New Delhi 110016, India; Department of Biomedical Engineering, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Abhijeet Kujur
- Department of Design, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Jyoti Kumar
- Department of Design, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Deepak Joshi
- Centre for Biomedical Engineering, Indian Institute of Technology Delhi, New Delhi 110016, India; Department of Biomedical Engineering, All India Institute of Medical Sciences, New Delhi, 110029, India
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Yamamoto M, Shimatani K, Hasegawa M, Kurita Y, Ishige Y, Takemura H. Accuracy of Temporo-Spatial and Lower Limb Joint Kinematics Parameters Using OpenPose for Various Gait Patterns With Orthosis. IEEE Trans Neural Syst Rehabil Eng 2021; 29:2666-2675. [PMID: 34914592 DOI: 10.1109/tnsre.2021.3135879] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
A cost-effective gait analysis system without attachments and specialized large environments can provide useful information to determine effective treatment in clinical sites. This study investigates the capability of a single camera-based pose estimation system using OpenPose (OP) to measure the temporo-spatial and joint kinematics parameters during gait with orthosis. Eleven healthy adult males walked under different conditions of speed and foot progression angle (FPA). Temporo-spatial and joint kinematics parameters were measured using a single camera-based system with OP and a three-dimensional motion capture system. The limit of agreement, mean absolute error, absolute agreement (ICC2, 1), and relative consistency (ICC3, 1) between the systems under each condition were assessed for reliability and validity. The results demonstrated that most of the ICC for temporo-spatial parameters and hip and knee kinematics parameters were good to excellent (0.60 - 0.98). Conversely, most of the ICC for ankle kinematics in all conditions were poor to fair (< 0.60). Thus, the gait analysis using OP can be used as a clinical assessment tool for determining the temporo-spatial, hip, and knee sagittal plane angles during gait.
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Mitsutake T, Nakazono H, Yoshizuka H, Taniguchi T, Sakamoto M. Increased Trailing Limb Angle is Associated with Regular and Stable Trunk Movements in Patients with Hemiplegia. J Stroke Cerebrovasc Dis 2021; 31:106242. [PMID: 34915305 DOI: 10.1016/j.jstrokecerebrovasdis.2021.106242] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 11/17/2021] [Accepted: 11/23/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES In post-stroke patients, shifts in the center of gravity may affect joint movement patterns of the paraplegic lower limb during walking. The impact of changes in ankle dorsiflexion angle and trailing limb angle due to slight weight-shifting is unknown. This study aimed to investigate the effect of the abovementioned parameters on gait characteristics measured by trunk acceleration. MATERIALS AND METHODS During walking, the ankle dorsiflexion angle and trailing limb angle were assessed using two-dimensional motion analysis. Shifts in the center of gravity were assessed to evaluate symmetry, regularity, and sway of trunk movements by calculating the harmonic ratio, autocorrelation coefficient, and root mean square using a wearable trunk accelerometer. RESULTS Ankle dorsiflexion angle showed a significant negative correlation with the root mean square of the anteroposterior axis (r = -0.460, p = 0.005). Trailing limb angle was significantly correlated with the autocorrelation coefficient of the vertical axis (r = 0.585, p < 0.001) and root mean square of the vertical (r = -0.579, p < 0.001), mediolateral (r = -0.474, p = 0.004), and anteroposterior axes (r = -0.548, p = 0.001). Trailing limb angle was a significant predictor (autocorrelation coefficient vertical axis, p = 0.001; root mean square vertical axis, p = 0.001; mediolateral axis, p = 0.007; anteroposterior axis, p = 0.001). CONCLUSIONS Trailing limb angle can indicate the acquisition of forward propulsion during walking; an increase in it may contribute to improvements of the regular vertical movement ability and stability of the center of gravity sway.
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Affiliation(s)
- Tsubasa Mitsutake
- Department of Physical Therapy, Faculty of Medical Science, Fukuoka International University of Health and Welfare, 3-6-40 Momochihama, Sawara-ku, Fukuoka 814-0001, Japan.
| | - Hisato Nakazono
- Department of Occupational Therapy, Faculty of Medical Science, Fukuoka International University of Health and Welfare, Fukuoka, Japan
| | - Hisayoshi Yoshizuka
- Department of Physical Therapy, Faculty of Medical Science, Fukuoka International University of Health and Welfare, 3-6-40 Momochihama, Sawara-ku, Fukuoka 814-0001, Japan
| | - Takanori Taniguchi
- Department of Physical Therapy, Faculty of Medical Science, Fukuoka International University of Health and Welfare, 3-6-40 Momochihama, Sawara-ku, Fukuoka 814-0001, Japan
| | - Maiko Sakamoto
- Education and Research Centre for Community Medicine, Faculty of Medicine, Saga University, Saga, Japan
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The Relationship between Leg Extension Angle at Late Stance and Knee Flexion Angle at Swing Phase during Gait in Community-Dwelling Older Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182211925. [PMID: 34831678 PMCID: PMC8625228 DOI: 10.3390/ijerph182211925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 11/01/2021] [Accepted: 11/10/2021] [Indexed: 11/17/2022]
Abstract
This study aimed to clarify the relationship between leg extension angle and knee flexion angle during gait in older adults. The subjects of this cross-sectional study were 588 community-dwelling older adults (74.6 ± 6.1 y). Segment angles and acceleration were measured using five inertial measurement units during comfortable gait, and bilateral knee and hip joint angles, and leg extension angle, reflecting whole lower limb extension at late stance, were calculated. Propulsion force was estimated using the increase in velocity calculated from anterior acceleration of the sacrum during late stance. Correlation analysis showed that leg extension angle was associated with knee flexion angle at swing phase and hip extension angle and increase in velocity at late stance (r = 0.444–508, p < 0.001). Multiple regression analysis showed that knee flexion angle at mid-swing was more affected by leg extension angle (β = 0.296, p < 0.001) than by gait speed (β = 0.219, p < 0.001) and maximum hip extension angle (β = −0.150, p < 0.001). These findings indicate that leg extension angle may be a meaningful parameter for improving gait function in older adults due to the association with knee kinematics during swing as well as propulsion force at late stance.
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Matsuzawa Y, Miyazaki T, Takeshita Y, Higashi N, Hayashi H, Araki S, Nakatsuji S, Fukunaga S, Kawada M, Kiyama R. Effect of Leg Extension Angle on Knee Flexion Angle during Swing Phase in Post-Stroke Gait. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:medicina57111222. [PMID: 34833440 PMCID: PMC8625603 DOI: 10.3390/medicina57111222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/05/2021] [Accepted: 11/08/2021] [Indexed: 11/16/2022]
Abstract
Background and Objectives: Leg extension angle is important for increasing the propulsion force during gait and is a meaningful indicator for evaluating gait quality in stroke patients. Although leg extension angle during late stance might potentially also affect lower limb kinematics during the swing phase, the relationship between these two remains unclear. This study aimed to investigate the relationship between leg extension angle and knee flexion angle during pre-swing and swing phase in post-stroke gait. Materials and Methods: Twenty-nine stroke patients walked along a 16 m walkway at a self-selected speed. Tilt angles and acceleration of pelvis and paretic lower limb segments were measured using inertial measurement units. Leg extension angle, consisting of a line connecting the hip joint with the ankle joint, hip and knee angles, and increments of velocity during pre-swing and swing phase were calculated. Correlation analysis was conducted to examine the relationships between these parameters. Partial correlation analysis adjusted by the Fugl-Meyer assessment-lower limb (FMA-LL) was also performed. Results: On the paretic side, leg extension angle was positively correlated with knee flexion angle during the swing phase (r = 0.721, p < 0.001) and knee flexion angle and increments of velocity during the pre-swing phase (r = 0.740–0.846, p < 0.001). Partial correlation analysis adjusted by the FMA-LL showed significant correlation between leg extension angle and knee flexion angle during the swing phase (r = 0.602, p = 0.001) and knee flexion angle and increments of velocity during the pre-swing phase (r = 0.655–0.886, p < 0.001). Conclusions: Leg extension angle affected kinematics during the swing phase in post-stroke gait regardless of the severity of paralysis, and was similar during the pre-swing phase. These results would guide the development of effective gait training programs that enable a safe and efficient gait for stroke patients.
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Affiliation(s)
- Yuta Matsuzawa
- Doctoral Department, Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.M.); (Y.T.); (S.N.)
- Miyakonojo Rehabilitation Academy, Miyazaki 885-0062, Japan
| | - Takasuke Miyazaki
- Course of Physical Therapy, Faculty of Medicine, School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (S.A.); (M.K.); (R.K.)
- Correspondence: ; Tel.: +81-99-275-6774
| | - Yasufumi Takeshita
- Doctoral Department, Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.M.); (Y.T.); (S.N.)
| | - Naoto Higashi
- Master’s Department, Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (N.H.); (H.H.)
| | - Hiroyuki Hayashi
- Master’s Department, Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (N.H.); (H.H.)
| | - Sota Araki
- Course of Physical Therapy, Faculty of Medicine, School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (S.A.); (M.K.); (R.K.)
| | - Shintaro Nakatsuji
- Doctoral Department, Course of Health Sciences, Graduate School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.M.); (Y.T.); (S.N.)
- Miyakonojo Rehabilitation Academy, Miyazaki 885-0062, Japan
| | | | - Masayuki Kawada
- Course of Physical Therapy, Faculty of Medicine, School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (S.A.); (M.K.); (R.K.)
| | - Ryoji Kiyama
- Course of Physical Therapy, Faculty of Medicine, School of Health Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (S.A.); (M.K.); (R.K.)
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Abe H, Nishiyama K, Yamamoto Y, Okanuka T, Yonezawa Y, Matsumoto K. Impact of Alternate Gait Training Using Knee-Ankle-Foot Orthoses with Oil Damper Ankle Hinge in Patients with Subacute Severe Hemiplegia. Brain Sci 2021; 11:brainsci11111430. [PMID: 34827429 PMCID: PMC8615545 DOI: 10.3390/brainsci11111430] [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: 09/14/2021] [Revised: 10/13/2021] [Accepted: 10/23/2021] [Indexed: 11/30/2022] Open
Abstract
Patients with severe hemiplegia along with knee instability require knee–ankle–foot orthoses (KAFOs) for gait training. However, in these patients, it is unclear which type of walking training is more effective to improve gait function. Providing alternate gait training (AGT) improves walking function in patients with spinal cord injury, but it is still unclear whether this is effective in hemiplegic stroke patients. In this study, we defined “unified AGT” as AGT performed with the same therapeutic concept by physiotherapists. We then investigated whether AGT improved gait function quicker than our traditional gait training in hemiplegic stroke patients. We enrolled 15 subjects with severe hemiplegia and knee instability who had undergone unified AGT using KAFOs with hinged oil dampers at the ankles, and 30 historical control (HC) subjects who had undergone traditional gait training. We used multiple comparison and survival analyses to analyze the differences in the functional independence measure (FIM) gait score changes between the two groups. The multiple comparison revealed a significant increase (p < 0.05) in the FIM gait score compared with its initial score in the subjects with unified AGT. However, this improvement was not seen in the HC subjects. Additionally, the survival analysis of time taken to recover revealed a significant difference between the subjects with unified AGT and HC subjects (p < 0.05). These findings suggest that unified AGT using a KAFO facilitates gait improvement in patients with severe hemiplegia and knee instability.
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Affiliation(s)
- Hiroaki Abe
- Department of Physical Therapy, Fukushima Medical University School of Health Sciences, 10-6, Sakaemachi, Fukushima 960-8516, Japan
- Correspondence: ; Tel.: +81-24-581-5545
| | - Kazutaka Nishiyama
- Department of Rehabilitation, Kita-Fukushima Medical Center, 23-1 Aza-higashi, Hakozaki, Date, Fukushima 960-0502, Japan; (K.N.); (Y.Y.)
| | - Yuichi Yamamoto
- Department of Rehabilitation, Kita-Fukushima Medical Center, 23-1 Aza-higashi, Hakozaki, Date, Fukushima 960-0502, Japan; (K.N.); (Y.Y.)
| | - Toru Okanuka
- Department of Rehabilitation Medicine, Kohnan Hospital, 4-20-1, Nagamachi-Minami, Taihaku-ku, Sendai 982-8523, Miyagi, Japan;
| | - Yasuhito Yonezawa
- Pacific Supply Co, Ltd., 1-12-1, Goryou, Daito, Osaka 574-0064, Japan; (Y.Y.); (K.M.)
| | - Koji Matsumoto
- Pacific Supply Co, Ltd., 1-12-1, Goryou, Daito, Osaka 574-0064, Japan; (Y.Y.); (K.M.)
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Tiwari A, Joshi D. Design and Validation of a Real-Time Visual Feedback System to Improve Minimum Toe Clearance (mTC) in Transfemoral Amputees. IEEE Trans Neural Syst Rehabil Eng 2021; 29:1711-1722. [PMID: 34398756 DOI: 10.1109/tnsre.2021.3105139] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Tripping is accompanied by reduced minimum toe clearance (mTC) during the swing phase of gait. The risk of fall due to tripping among transfemoral amputees is nearly 67% which is greater than the transtibial amputees. Therefore, intervention to improve mTC can potentially enhance the quality of life among transfemoral amputees. In this paper, we first develop a real-time visual feedback system with center of pressure (CoP) information. Next, we recruited six non-disabled and three transfemoral amputees to investigate the effect on mTC while participants were trained to shift the CoP anteriorly/posteriorly during heel strike. Finally, to assess the lasting effect of training on mTC, retention trials were conducted without feedback. During feedback, posterior shift in the CoP improved the mTC significantly from 4.68 ± 0.40 cm to 6.12 ± 0.68 cm (p < 0.025) in non-disabled participants. A similar significant improvement in mTC from 4.60 ± 0.55 cm to 5.62 ± 0.57 cm was observed in amputees during posterior shift of CoP. Besides mTC, maximal toe clearances, i.e., maxTC1 and maxTC2, also showed a significant increase (p < 0.025) during the posterior shift of CoP in both the participants. Moreover, during retention, mTC did not differ significantly (p > 0.05) from feedback condition in amputee, suggesting a positive effect of feedback training. The foot-to-ground angle (FGA) at mTC increased significantly (p < 0.025) during posterior shift feedback in non-disabled suggests active ankle dorsiflexion in increasing mTC. However, in amputees, FGA at mTC did not differ significantly during both anterior and posterior CoP shift feedback. The present findings suggest CoP feedback as a potential strategy during gait rehabilitation of transfemoral amputees.
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