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Cleland BT, Kim M, Madhavan S. The Relation Between Hemiparetic Gait Patterns and Walking Function After Stroke, as Measured with Wearable Sensors. Ann Biomed Eng 2025:10.1007/s10439-025-03754-7. [PMID: 40369276 DOI: 10.1007/s10439-025-03754-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 04/30/2025] [Indexed: 05/16/2025]
Abstract
PURPOSE After stroke, walking is characterized by hemiparetic patterns, quantified with force sensitive walkways and motion capture systems. Some joint-level kinematic patterns of walking also can be obtained with wearable sensors. The purpose of this project was to measure joint-level kinematic patterns during walking with wearable sensors and determine the association with walking speed and endurance in individuals with chronic stroke. METHODS In this cross-sectional observational study, participants donned APDM Opal wearable sensors during walking tests (10-meter walk test or 6-min walk test). We extracted joint-level kinematic variables of elevation at midswing, circumduction, foot strike angle, and toe-off angle. Associations of each variable with walking speed and endurance were tested, and significantly associated variables were entered into a regression model. RESULTS 68 individuals with chronic stroke were included. We found that the less affected foot strike angle, less affected toe-off angle, and more affected toe-off angle were significant predictors of walking speed (R2 ≥ 0.71, p < 0.001). Less affected toe-off angle, more affected foot strike angle, and more affected toe-off angle were significant predictors of walking endurance (R2 ≥ 0.67, p < 0.001). CONCLUSION We found consistent evidence that greater toe-off angle (may reflect greater push-off) and lesser foot strike angle (may reflect lesser foot drop) were important predictors of greater walking speed and endurance. Our results suggest that wearable sensors can provide important information about joint-level kinematic patterns that are important for walking function. This information could help therapists target interventions toward specific deficits or compensatory patterns to improve walking.
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Affiliation(s)
- Brice Thomas Cleland
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, 1919 W. Taylor St., Chicago, IL, 60612, USA
| | - Madeline Kim
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, 1919 W. Taylor St., Chicago, IL, 60612, USA
| | - Sangeetha Madhavan
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, 1919 W. Taylor St., Chicago, IL, 60612, USA.
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Biere J, Groen BE, Ensink CJ, Nonnekes J, Keijsers NLW. Gait speed-dependent modulation of paretic versus non-paretic propulsion in persons with chronic stroke. J Neuroeng Rehabil 2025; 22:108. [PMID: 40340904 PMCID: PMC12063273 DOI: 10.1186/s12984-025-01620-0] [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: 08/22/2024] [Accepted: 04/03/2025] [Indexed: 05/10/2025] Open
Abstract
BACKGROUND Persons with chronic stroke (PwCS) exhibit impaired paretic propulsion generation. Consequently, PwCS walk slower than healthy peers and rely more on their non-paretic leg, leading to propulsion asymmetry. However, it remains unclear how propulsion symmetry is influenced by walking at various gait speeds. This study aimed to investigate the relation between gait speed and propulsion symmetry in PwCS and controls. METHODS Fifteen PwCS and sixteen healthy controls walked on an instrumented treadmill at randomized speeds, ranging from 0.2 m/s to comfortable walking speeds for PwCS or 0.4 to 1.6 m/s for controls, with 0.2 m/s increments. PwCS continued to their maximum speed with 0.1 m/s increments. Propulsion, derived from the anteroposterior component of the ground reaction force, was defined as propulsion peak and propulsion impulse. The primary outcome was propulsion peak and impulse symmetry (paretic propulsion / total propulsion), with secondary outcomes being propulsion peak and impulse per leg. The relationship between gait speed and propulsion metrics was analyzed using linear mixed models (LMM). RESULTS PwCS exhibited clear propulsion peak and impulse asymmetry across all gait speeds, while controls maintained symmetrical propulsion. LMMs revealed no change in propulsion peak symmetry with gait speed (β = 0.12, SE = 0.090, p = 0.19), with considerable variability among PwCS. Propulsion impulse symmetry improved with increasing gait speed (β = 0.39, SE = 0.048, p < 0.001), especially in PwCS who had greater asymmetry at comfortable walking speed. Propulsion peak and impulse increased with gait speed in both legs for PwCS and controls. The propulsion peak increase was stronger in the non-paretic compared to the paretic leg (0.16 ± 0.043 vs. 0.12 ± 0.042 N/kg per 0.1 m/s), while the propulsion impulse increase was similar between legs. CONCLUSIONS PwCS showed reduced paretic leg contribution to forward propulsion across various gait speeds. The relative paretic contribution for propulsion peak remained constant while it increased with gait speed for propulsion impulse, especially in those with greater asymmetry at their comfortable walking speed. Furthermore, all participants were able to increase paretic propulsion peak and impulse above their propulsion at comfortable walking speed, suggesting some residual paretic capacity.
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Affiliation(s)
- Joost Biere
- Department of Research, Sint Maartenskliniek, PO Box 9011, 6500 GM, Nijmegen, The Netherlands.
- Department of Sensorimotor Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
| | - Brenda E Groen
- Department of Research, Sint Maartenskliniek, PO Box 9011, 6500 GM, Nijmegen, The Netherlands
- Department of Sensorimotor Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Carmen J Ensink
- Department of Research, Sint Maartenskliniek, PO Box 9011, 6500 GM, Nijmegen, The Netherlands
- Department of Sensorimotor Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Jorik Nonnekes
- Donders Institute for Brain, Department of Rehabilitation, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
- Centre of Expertise for Parkinson & Movement Disorders, Radboud University Medical Centre, Nijmegen, The Netherlands
- Department of Rehabilitation, Sint Maartenskliniek, Nijmegen, The Netherlands
| | - Noël L W Keijsers
- Department of Research, Sint Maartenskliniek, PO Box 9011, 6500 GM, Nijmegen, The Netherlands
- Department of Sensorimotor Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Donders Institute for Brain, Department of Rehabilitation, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
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Bonanno M, De Pasquale P, Lombardo Facciale A, Dauccio B, De Luca R, Quartarone A, Calabrò RS. May Patients with Chronic Stroke Benefit from Robotic Gait Training with an End-Effector? A Case-Control Study. J Funct Morphol Kinesiol 2025; 10:161. [PMID: 40407445 PMCID: PMC12101270 DOI: 10.3390/jfmk10020161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 05/02/2025] [Accepted: 05/05/2025] [Indexed: 05/26/2025] Open
Abstract
Background: Gait and balance alterations in post-stroke patients are one of the most disabling symptoms that can persist in chronic stages of the disease. In this context, rehabilitation has the fundamental role of promoting functional recovery, mitigating gait and balance deficits, and preventing falling risk. Robotic end-effector devices, like the G-EO system (e.g., G-EO system, Reha Technology, Olten, Switzerland), can be a useful device to promote gait recovery in patients with chronic stroke. Materials and Methods: Twelve chronic stroke patients were enrolled and evaluated at baseline (T0) and at post-treatment (T1). These patients received forty sessions of robotic gait training (RGT) with the G-EO system (experimental group, EG), for eight weeks consecutively, in addition to standard rehabilitation therapy. The data of these subjects were compared with those coming from a sample of twelve individuals (control group, CG) matched for clinical and demographic features who underwent the same amount of conventional gait training (CGT), in addition to standard rehabilitation therapy. Results: All patients completed the trial, and none reported any side effects either during or following the training. The EG showed significant improvements in balance (p = 0.012) and gait (p = 0.004) functions measured with the Tinetti Scale (TS) after RGT. Both groups (EG and CG) showed significant improvement in functional independence (FIM, p < 0.001). The Fugl-Meyer Assessment-Lower Extremity (FMA-LE) showed significant improvements in motor function (p = 0.001, p = 0.031) and passive range of motion (p = 0.031) in EG. In EG, gait and balance improvements were influenced by session, age, gender, time since injury (TSI), cadence, and velocity (p < 0.05), while CG showed fewer significant effects, mainly for age, TSI, and session. EG showed significantly greater improvements than CG in balance (p = 0.003) and gait (p = 0.05) based on the TS. Conclusions: RGT with end-effectors, like the G-EO system, can be a valuable complementary treatment in neurorehabilitation, even for chronic stroke patients. Our findings suggest that RGT may improve gait, balance, and lower limb motor functions, enhancing motor control and coordination.
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Affiliation(s)
- Mirjam Bonanno
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
| | - Paolo De Pasquale
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
| | - Antonino Lombardo Facciale
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
| | - Biagio Dauccio
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
| | - Rosaria De Luca
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
| | - Angelo Quartarone
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98125 Messina, Italy
| | - Rocco Salvatore Calabrò
- IRCCS Centro Neurolesi Bonino-Pulejo, 98124 Messina, Italy; (M.B.); (A.L.F.); (B.D.); (R.D.L.); (A.Q.); (R.S.C.)
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Naidu S, Singh K, Murray T, Drury C, Palermo E, Sucharew HJ, Xie C, Boyne P, Dunning K, Awosika OO. Exploring the Impact of Backward and Forward Locomotor Treadmill Training in Chronic Stroke Survivors with Severe Post-Stroke Walking Impairment: A Single-Center Pilot Randomized Controlled Trial. Brain Sci 2025; 15:437. [PMID: 40426608 DOI: 10.3390/brainsci15050437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2025] [Revised: 04/12/2025] [Accepted: 04/23/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND Defined as a self-selected speed of <0.4 m/s, chronic stroke survivors falling in this category are classified as "severe", usually homebound and sedentary, and they experience worse outcomes. Limited rehabilitation strategies are available to improve walking speed and related outcomes in this subgroup, and questions regarding effective rehabilitation options remain. The objective of this study was to determine the effects of backward (BLTT) and forward (FLTT) locomotor treadmill training on overground walking speed, spatiotemporal symmetry, and dynamic postural stability. METHODS In this single-center, assessor-blinded, randomized controlled pilot trial, 14 stroke survivors with severe waking impairment underwent 12 sessions of BLTT (n = 7) or FLTT (n = 7). The primary outcome was the proportion of participants reaching clinically meaningful important difference (MCID) on the 10-meter walk test following training completion. Secondary outcomes were between-group differences in walking speed, spatiotemporal symmetry, and completion time on the 3-meter timed up and go (3M TUG) at 24 h, 30 days, and 90 days POST. RESULTS Two subjects in the BLTT group (28.6%) and one (14.3%) in FLTT achieved MCID following training; however, most subjects did not, with significant variability in response. At 24 h POST, the median (IQR) percent change in walking speed was 28.9 (9.01-36.7) and 17.4 (12.6-39.7) with BLTT and FLTT, respectively; however, no between-group differences were seen (p = 0.80) at this time point or at 30 (p > 0.99) and 90 (p > 0.99) days follow up. Likewise, there were no significant between-group differences in spatiotemporal symmetry and the 3M TUG across time points. CONCLUSIONS While preliminary, this study found that 12 training sessions did not lead to group-level achievement of MCID for walking speed in our cohort and found no significant between-group differences in walking capacity or dynamic postural stability. Future well-powered dosing trials and mechanistically driven studies are needed to optimize and identify predictors of training response.
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Affiliation(s)
- Saiprasad Naidu
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Khwahish Singh
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Tamiel Murray
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
- Wright State University Boonshoft School of Medicine, Dayton, OH 45324, USA
| | - Colin Drury
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Erin Palermo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Heidi J Sucharew
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Changchun Xie
- Department of Biostatistics, Health Informatics and Data Sciences, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Pierce Boyne
- Department of Rehabilitation, Exercise and Nutrition Sciences, College of Allied Health Sciences, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Kari Dunning
- Department of Rehabilitation, Exercise and Nutrition Sciences, College of Allied Health Sciences, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Oluwole O Awosika
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
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Baček T, Xu Y, Peng L, Oetomo D, Tan Y. Gait adaptations in step length and push-off force during walking with functional asymmetry. Front Bioeng Biotechnol 2025; 13:1550710. [PMID: 40225121 PMCID: PMC11985528 DOI: 10.3389/fbioe.2025.1550710] [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: 12/23/2024] [Accepted: 03/05/2025] [Indexed: 04/15/2025] Open
Abstract
Human walking is highly adaptable, allowing individuals to maintain efficiency and stability across diverse conditions. However, how gait adapts to functional asymmetry remains poorly understood. This study addresses this gap by employing a within-subject design to isolate the effect of functional asymmetry using a unilateral knee constraint to emulate hemiparetic gait. This approach eliminates inter-individual variability present in previous studies. A dataset of 19 participants walking across 30 conditions was used to examine these adaptations in step length and push-off force in both absolute terms and symmetry metrics. Results reveal that functional asymmetry disproportionately impacts propulsion, with constrained-leg force decreasing significantly at higher speed, while step length symmetry remains stable. This suggests a prioritisation of spatial over kinetic symmetry, likely to optimise walking energetics and maintain anterior-posterior balance. Statistical models demonstrated good within-dataset performance but limited generalisability across dataset predictions, emphasising the challenges of applying models across studies of different designs. These findings highlight critical limitations in applying statistical models trained on healthy persons to patient populations and provide insights into key biomechanical adaptations that could inform individualised biofeedback strategies for hemiparetic patients. Understanding individual compensations for unilateral deficits could help refine rehabilitation interventions that target propulsion deficits and optimise gait symmetry.
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Affiliation(s)
- Tomislav Baček
- School of Electrical, Mechanical and Infrastructure EngineeringFaculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia
| | - Yufan Xu
- Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Liuhua Peng
- Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Denny Oetomo
- School of Electrical, Mechanical and Infrastructure EngineeringFaculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia
| | - Ying Tan
- School of Electrical, Mechanical and Infrastructure EngineeringFaculty of Engineering and Information Technology, The University of Melbourne, Parkville, VIC, Australia
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Kokuwa R, Sakai Y, Nagasaka Y, Iwama Y, Matsubara K, Ueno Y, Matsushita S, Ishikawa J. Effect of the Carbon-Curved Cane Use on Gait in Chronic Stroke-Induced Hemiplegia: A Prospective Single-Case Study. Case Rep Med 2025; 2025:7294729. [PMID: 40177190 PMCID: PMC11964723 DOI: 10.1155/carm/7294729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 03/06/2025] [Indexed: 04/05/2025] Open
Abstract
Background: Canes are used by patients with hemiplegia to improve gait and ambulation, but the effects of different types of canes remain unclear. Therefore, this study compared the effectiveness of a newly developed carbon-curved cane (CC-C) with that of a conventional cane using gait analysis of patients with chronic stroke-induced hemiplegia. Case: A 41-year-old male was diagnosed with cardiogenic cerebral infarction 3 years ago. The patient is independent in his activities of daily living and participates alone in the community using a single-point cane (SP-C). This study utilized an AB design with two conditions: the use of an SP-C and a CC-C. Gait evaluation included a three-dimensional gait analysis and analysis of the ground reaction force (GRF) applied to the cane using a force plate. The main outcomes were the spatiotemporal gait characteristics, and the suboutcomes were range of motion (ROM), center of mass (COM) trajectory, and GRF applied to the cane. Wilcoxon rank-sum test was performed to clarify the difference between SP-C and CC-C use with a significance level of p=0.05. Gait velocity, paretic and nonparetic step length, stride length, cadence, and single-stance time tended to be higher, and the preswing time was lower with CC-C than with SP-C use (p < 0.05). Differences were observed in limb ROM and COM trajectory (p < 0.05) with GRF tending to have a higher propulsion force in CC-C and SP-C having higher braking and medial forces. Conclusion: CC-C improved gait and demonstrated different GRF values than SP-C.
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Affiliation(s)
- Ryu Kokuwa
- Syupoon Inc., 43, Nishimaeshinden, Uguiura-Cho, Yatomi, Aichi 498-0026, Japan
- Department of Paracane, Welloop Inc., 43, Nishimaeshinden, Uguiura-Cho, Yatomi, Aichi 498-0026, Japan
| | - Yuta Sakai
- Syupoon Inc., 43, Nishimaeshinden, Uguiura-Cho, Yatomi, Aichi 498-0026, Japan
- Department of Paracane, Welloop Inc., 43, Nishimaeshinden, Uguiura-Cho, Yatomi, Aichi 498-0026, Japan
| | - Yosuke Nagasaka
- Nagoya Municipal Industrial Research Institute, 3-4-41, Rokuban, Atsuta, Nagoya, Aichi, Japan
| | - Yuki Iwama
- Nagoya Municipal Industrial Research Institute, 3-4-41, Rokuban, Atsuta, Nagoya, Aichi, Japan
| | - Kazune Matsubara
- Nagoya Municipal Industrial Research Institute, 3-4-41, Rokuban, Atsuta, Nagoya, Aichi, Japan
| | - Yuuma Ueno
- Nagoya Municipal Industrial Research Institute, 3-4-41, Rokuban, Atsuta, Nagoya, Aichi, Japan
| | - Seiichi Matsushita
- Nagoya Municipal Industrial Research Institute, 3-4-41, Rokuban, Atsuta, Nagoya, Aichi, Japan
| | - Junpei Ishikawa
- Department of Paracane, Welloop Inc., 43, Nishimaeshinden, Uguiura-Cho, Yatomi, Aichi 498-0026, Japan
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Liu J, Liu K, Ge X, Zhou P, Bao T, Gong W. Flexible exoskeleton-assisted training enhances lower limb motor function after stroke: a systematic review and meta-analysis. J Neurol 2025; 272:274. [PMID: 40106023 DOI: 10.1007/s00415-025-12998-1] [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: 01/11/2025] [Revised: 02/24/2025] [Accepted: 02/26/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Recent advances in flexible exoskeleton technology have broadened its application in stroke rehabilitation, particularly for improving motor functions in the affected lower limb. This review examines the impact of flexible exoskeleton-assisted training (FEAT) compared to conventional therapy on balance, motor functions, and gait parameters in post-stroke patients. METHODS We conducted a meta-analysis using data from randomized controlled trials (RCTs) identified through database searches and manual screening, focusing on outcomes such as balance (Berg Balance Scale, BBS), lower limb motor functions (Ten-Meter Walk Test, 10MWT; Six-Minute Walk Test, 6MWT; Functional Ambulation Category, FAC), and gait parameters (walking speed, step length, cadence, and symmetry). RESULTS This meta-analysis included 6 studies with 213 patients. FEAT significantly enhanced BBS scores, and performances on the 10MWT and 6MWT, along with other gait parameters; however, FAC scores did not improve significantly. Subgroup analyses revealed that FEAT with hip assistance significantly improved step length, cadence, and gait symmetry ratio, while ankle assistance improved performance on the 10MWT and 6MWT. FEAT was especially effective in improving step length, cadence, and gait symmetry ratio in patients with a post-stroke duration exceeding three months. CONCLUSION Compared to the conventional therapy, FEAT markedly improves the balance, walking ability, and gait parameters in stroke rehabilitation. These findings support the value of FEAT in lower extremity rehabilitation post-stroke, suggesting its integration into clinical programs could enhance the therapy effectiveness or efficiency. In addition, the appropriate type of FEAT needs to be selected in the rehabilitation program based on the patient's specific impairment. For example, FEAT with hip assistance may be recommended for stroke patients with severe gait asymmetry, aiding the development of personalized interventions.
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Affiliation(s)
- Jiawei Liu
- The School of Rehabilitation Medicine, Shandong Second Medical University, Weifang, 261053, China
| | - Kai Liu
- The Department of Rehabilitation Medicine, Qingdao Municipal Hospital, Qingdao, 266000, China
| | - Xuanxuan Ge
- Taian Central Hospital, Taian, 271099, China
| | - Ping Zhou
- The Institute of Rehabilitation Engineering, University of Health and Rehabilitation Sciences, Qingdao, 266100, China
| | - Tianzhe Bao
- The Institute of Rehabilitation Engineering, University of Health and Rehabilitation Sciences, Qingdao, 266100, China.
| | - Weijun Gong
- The Department of Neurological Rehabilitation, Beijing Rehabilitation Hospital, Beijing, 100144, China.
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Kim SJ, Save O, Tanner E, Marquez A, Lee H. Gait Symmetric Adaptation and Aftereffect Through Concurrent Split-Belt Treadmill Walking and Explicit Visual Feedback Distortion. IEEE Trans Biomed Eng 2025; 72:1170-1177. [PMID: 39499610 DOI: 10.1109/tbme.2024.3491906] [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: 11/07/2024]
Abstract
OBJECTIVE Gait asymmetry can be improved with various gait training methods. Combining split-belt treadmill walking (SB) with visual feedback distortion (VD) could enhance motor learning, improving gait symmetry adaptation and retention. This study compared step length symmetry adaptation and aftereffects between SB-only and combined explicit VD with SB, as well as between explicit VD-only and combined explicit VD with SB. METHOD The 28-minute trials included three phases: a 3-minute baseline, a 10-minute adaptation, and a 15-minute post-adaptation. In the VD trial, two bars representing step lengths were displayed, with the right bar gradually decreasing by 3% to prompt participants to consciously correct their steps to match the heights of the two bars. In the SB trial, the right treadmill belt speed was incrementally increased by 5%. The VD+SB trial combined both perturbations. After the removal of these perturbations, the aftereffect of the adapted asymmetric step length was evaluated in the post-adaptation period. RESULTS During the adaptation period, the step length symmetry ratio shifted negatively in the SB trial, while it increased positively in the VD trial, indicating longer right steps than left. In the VD+SB trial, subjects extended their right step more than their left. Notably, the VD+SB trial demonstrated a longer aftereffect compared to both the SB-only and VD-only trials. CONCLUSION The visual distortion paradigm can be explicitly applied and integrated with split-belt treadmill walking to enhance the efficacy of symmetric gait adaptation, resulting in more sustained effects on the retention of newly learned motor patterns.
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Li L, Liao W, Yu H. A type-2 fuzzy inference-based approach enables walking speed estimation that adapts to inter-individual gait patterns. BIOMED ENG-BIOMED TE 2025; 70:11-20. [PMID: 39584654 DOI: 10.1515/bmt-2024-0230] [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: 05/13/2024] [Accepted: 09/02/2024] [Indexed: 11/26/2024]
Abstract
OBJECTIVES Individuals change walking speed by regulating step frequency (SF), stride length (SL), or a combination of both (FL combinations). However, existing methods of walking speed estimation ignore this regulatory mechanism. This paper aims to achieve accurate walking speed estimation while enabling adaptation to inter-individual speed regulation strategies. METHODS We first extracted thigh features closely related to individual speed regulation based on a single thigh mounted IMU. Next, an interval type-2 fuzzy inference system was used to infer and quantify the individuals' speed regulation intentions, enabling speed estimation independent of inter-individual gait patterns. Experiments with five subjects walking on a treadmill at different speeds and with different gait patterns validated our method. RESULTS The overall root mean square error (RMSE) for speed estimation was 0.0704 ± 0.0087 m/s, and the RMSE for different gait patterns was no more than 0.074 ± 0.005 m/s. CONCLUSIONS The proposed method provides high-accuracy speed estimation. Moreover, our method can be adapted to different FL combinations without the need for individualised tuning or training of individuals with varying limb lengths and gait habits. We anticipate that the proposed method will help provide more intuitive speed adaptive control for rehabilitation robots, especially intelligent lower limb prostheses.
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Affiliation(s)
- Linrong Li
- Institute of Rehabilitation Engineering and Technology, 47863 University of Shanghai for Science and Technology , Shanghai, China
| | - Wenxiang Liao
- Institute of Rehabilitation Engineering and Technology, 47863 University of Shanghai for Science and Technology , Shanghai, China
| | - Hongliu Yu
- Institute of Rehabilitation Engineering and Technology, 47863 University of Shanghai for Science and Technology , Shanghai, China
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Park J, Jung H, Park C, Kim S. Design of a multi-sensor walking boot to quantify the forefoot rocker motion as a function of walking speed. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2025; 96:025102. [PMID: 39898804 DOI: 10.1063/5.0240880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 01/08/2025] [Indexed: 02/04/2025]
Abstract
In this study, we designed a wearable multi-sensor walking boot to measure foot angular momentum and introduced a novel method to quantify forefoot rocker motion as a function of walking speed. A treadmill walking experiment was conducted with eight healthy subjects wearing the multi-sensor walking boot. Using the collected data, we calculated foot angular momentum and the average rate of change in angular momentum during the double support phase. In addition, we used linear regression analysis to quantify foot rotation patterns across increasing walking speeds, assessing the potential of this method as a walking indicator. The results demonstrated that the foot rotation pattern in the healthy group was characterized by a gradual scaling of angular momentum and its average rate of change, with strong correlations to walking speed. Based on these findings, we conclude that the proposed method for quantifying forefoot rocker motion relative to walking speed can serve as an effective indicator of normal walking.
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Affiliation(s)
- Jongcheon Park
- Advanced Robotics Research Center, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon 305-343, South Korea
| | - Hyunmok Jung
- Advanced Robotics Research Center, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon 305-343, South Korea
| | - Cheolhoon Park
- Advanced Robotics Research Center, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon 305-343, South Korea
| | - Seyoung Kim
- Advanced Robotics Research Center, Korea Institute of Machinery and Materials (KIMM), 156 Gajeongbuk-Ro, Yuseong-Gu, Daejeon 305-343, South Korea
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Baudendistel ST, Rawson KS, Lessov-Schlaggar CN, Maiti B, Kotzbauer PT, Perlmutter JS, Earhart GM, Campbell MC. Differential gait features across Parkinson's disease clinical subtypes. Clin Biomech (Bristol, Avon) 2025; 122:106445. [PMID: 39903964 PMCID: PMC11847565 DOI: 10.1016/j.clinbiomech.2025.106445] [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: 09/12/2024] [Revised: 01/10/2025] [Accepted: 01/30/2025] [Indexed: 02/06/2025]
Abstract
BACKGROUND Clinical subtypes in Parkinson's disease including non-motor manifestations may be more beneficial than subtypes based upon motor manifestations alone. Inclusion of gait metrics may help identity targets for rehabilitation and potentially predict development of non-motor symptoms for individuals with Parkinson's disease. This study aims to characterize gait differences across established multi-domain subtypes. METHODS "Motor Only", "Psychiatric & Motor" and "Cognitive & Motor" clinical subtypes were established through motor, cognitive, and psychiatric assessment. Walking was assessed in the "OFF" medication state. Multivariate analysis of variance identified differences in gait domains across clinical subtypes. FINDINGS The "Motor Only" subtype exhibited the fastest velocity, longest step length, and least timing variability (swing, step, stance), compared to "Psychiatric & Motor" and "Cognitive & Motor" subtypes. Stance time differed across subtypes; "Psychiatric & Motor" subtype had the longest stance time, followed by "Cognitive & Motor", then "Motor only". The "Psychiatric & Motor" group had different asymmetry from the "Cognitive & Motor" subtype, as "Psychiatric & Motor" walked with longer steps on their less-affected side while the "Cognitive & Motor" subtype displayed the opposite pattern. No differences were observed for swing time, step velocity variability, step length variability, width measures, or other asymmetry measures. INTERPRETATION Cognitive and Psychiatric subtypes displayed worse gait performance than the "Motor only" group. Stance time and step length asymmetry were different between Psychiatric and Cognitive subtypes, indicating gait deficits may be related to distinct aspects of non-motor manifestations. Gait signatures may help clinicians distinguish between non-motor subtypes, guiding personalized treatment.
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Affiliation(s)
- Sidney T Baudendistel
- Program in Physical Therapy, Washington University School of Medicine, CB 8502, 4444 Forest Park Ave., Suite 1101, St. Louis, MO 63108, USA
| | - Kerri S Rawson
- Program in Physical Therapy, Washington University School of Medicine, CB 8502, 4444 Forest Park Ave., Suite 1101, St. Louis, MO 63108, USA; Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Christina N Lessov-Schlaggar
- Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Baijayanta Maiti
- Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA; Department of Radiology, Washington University School of Medicine, Campus Box 8225, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Paul T Kotzbauer
- Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Joel S Perlmutter
- Program in Physical Therapy, Washington University School of Medicine, CB 8502, 4444 Forest Park Ave., Suite 1101, St. Louis, MO 63108, USA; Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA; Program in Occupational Therapy, Washington University School of Medicine, MSC 8505-66-1, 4444 Forest Park Ave., Suite 1101, St. Louis, MO 63108, USA; Department of Neuroscience, Washington University School of Medicine, CB 8108, 660 S. Euclid Ave., St. Louis, MO 63110, USA; Department of Radiology, Washington University School of Medicine, Campus Box 8225, 660 S. Euclid Ave, St. Louis, MO, 63110, USA
| | - Gammon M Earhart
- Program in Physical Therapy, Washington University School of Medicine, CB 8502, 4444 Forest Park Ave., Suite 1101, St. Louis, MO 63108, USA; Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA; Department of Neuroscience, Washington University School of Medicine, CB 8108, 660 S. Euclid Ave., St. Louis, MO 63110, USA
| | - Meghan C Campbell
- Department of Neurology, Washington University School of Medicine, MSC 8111-29-9000, 660 S. Euclid Ave., St. Louis, MO 63110, USA; Department of Radiology, Washington University School of Medicine, Campus Box 8225, 660 S. Euclid Ave, St. Louis, MO, 63110, USA.
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12
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Hermez L, Houmani N, Garcia-Salicetti S, Galarraga O, Vigneron V. Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps. Comput Biol Med 2025; 184:109390. [PMID: 39602979 DOI: 10.1016/j.compbiomed.2024.109390] [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: 06/09/2024] [Revised: 10/31/2024] [Accepted: 11/07/2024] [Indexed: 11/29/2024]
Abstract
Motor impairments caused by neurological diseases have an important impact on gait, particularly on the coordination between left and right lower limbs. Deviation from normal gait is often measured to assess this impact on gross motor functions, and to monitor the progress of patients during rehabilitation. The concept of gait dissimilarity map is introduced to represent bilateral raw gait signals, while accounting for their respective spatiotemporal dynamics. A model of gait for the healthy population is constructed through Singular Value Decomposition, considering both lower limbs. The obtained eigenvectors synthesize the symmetry present in gait. Then, by projecting the dissimilarity maps of patients with gait disorders on the space formed by such eigenvectors, we compute their associated Eigen-Gait Asymmetry Index (EGAI) relatively to an average normal gait reference vector. For the knee joint in the sagittal plane, EGAI values of patients are higher (9.73 ±2.16) than those of healthy controls (3.86 ±0.9), reflecting the asymmetry induced by neurological diseases. Patients with hemiparesis show the highest EGAI (10.4 ±1.8), followed by patients with paraparesis (9.9 ±1.8) and patients with tetraparesis (8.6 ±2.5). Indeed, patients with hemiparesis show a more asymmetrical gait since only one side of the body is affected. EGAI for hip, ankle and pelvis joints in the sagittal plane show similar trends. Our innovative method characterizes bilateral gait, enriching traditional unilateral assessments. Our method yields a comprehensive score reflecting both asymmetry and gait deviations, aiming to provide clinicians with an effective and precise monitoring tool.
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Affiliation(s)
- Lorenzo Hermez
- SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, 911120 Palaiseau, France
| | - Nesma Houmani
- SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, 911120 Palaiseau, France.
| | | | - Omar Galarraga
- Movement Analysis Laboratory, UGECAM Ile-de-France, 77170, Coubert, France
| | - Vincent Vigneron
- Informatique, Bio-Informatique et Systèmes Complexes (IBISC), EA 4526, Université Paris-Saclay, 91020, Evry, France
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13
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Shin JH, Byeon N, Yu H, Lee D, Lee HJ, Lee WH. Effect of wearable robot Bot Fit's hip joint-centered assist torque and voice coach on walking. BMC Musculoskelet Disord 2024; 25:1063. [PMID: 39716173 PMCID: PMC11665193 DOI: 10.1186/s12891-024-08181-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 12/11/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND The main key to the 4th industrial era is robots, and wearable robots are incorporated into human healthcare. Samsung Electronics' Bot Fit is a hip joint-centered assistive robot that can induce walking posture and energetic walking exercises. METHODS This study is a cross-section study. Fifty-eight subjects consisting of older and younger adults participated. The straight walking test was conducted under the conditions of bare body, wearing the wearable robot Bot Fit assist mode, and applying voice coach. Spatio-temporal gait parameters were analyzed and the statistical significance level was set at 0.05. RESULTS When assist mode and voice coach were applied, pelvic movement in 3 axes, stride length, and walking speed compared to the bare body increased. In young adults, stride length difference decreased in assist mode 1 and voice coach 1 compared to the bare body. CONCLUSION Bot Fit's assist mode and voice coach method positively influence walking efficiency, posture, stride length, and speed, though potential interaction effects between these interventions should be considered. Personalized, real-time adjustments show promise for optimizing walking exercises, warranting further investigation into their long-term and population-specific effects. TRIAL REGISTRATION Clinical Research Information Service, KCT0007974. Registered 12/07/2022.
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Affiliation(s)
- Jang-Hoon Shin
- Industry-Academy Cooperation Foundation, Sahmyook University, 01795, Seoul, Republic of Korea
| | - Naeun Byeon
- Department of Physical Therapy, Applied Physical Therapy Lab, College of Future Convergence, Sahmyook University, Seoul, 01795, Republic of Korea
| | - Heeju Yu
- Department of Physical Therapy, Applied Physical Therapy Lab, College of Future Convergence, Sahmyook University, Seoul, 01795, Republic of Korea
| | - Dokwan Lee
- Bot Fit T/F, New Business T/F, Samsung Electronics, Suwon, 16677, Republic of Korea
| | - Hwang-Jae Lee
- Bot Fit T/F, New Business T/F, Samsung Electronics, Suwon, 16677, Republic of Korea.
| | - Wan-Hee Lee
- Department of Physical Therapy, Applied Physical Therapy Lab, College of Future Convergence, Sahmyook University, Seoul, 01795, Republic of Korea.
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Jung EY, Jung JH, Choi WH. Immediate Effects of Two Different Methods of Trunk Elastic Taping on Pelvic Inclination, Trunk Impairment, Balance, and Gait in Stroke Patients. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1609. [PMID: 39459396 PMCID: PMC11509667 DOI: 10.3390/medicina60101609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 09/27/2024] [Accepted: 09/28/2024] [Indexed: 10/28/2024]
Abstract
Background and Objectives: Stroke patients often experience changes in their pelvic tilt, trunk impairments and decreased gait and balance. While various therapeutic interventions have been attempted to improve these symptoms, there is a need for interventions that are easy to apply and reduce the physical labor of physical and occupational therapists. We aimed to investigate the immediate effects of two different methods of trunk elastic taping on the pelvic inclination, trunk impairment, balance, and gait in chronic stroke patients. Materials and Methods: We performed a single-blind randomized controlled trial involving 45 patients with chronic stroke. Participants were randomly assigned to one of three groups: forward rotation with posterior pelvic tilt taping (FRPPT, n = 14), backward rotation with posterior pelvic tilt taping (BRPPT, n = 14), or placebo taping (PT = 14). This study was conducted from December 2023 to January 2024. All the measurements were performed twice: before the intervention and immediately after the intervention. The pelvic inclination was assessed using the anterior pelvic tilt angle. The trunk impairment scale (TIS) was used to measure the trunk impairment. The balance and gait were evaluated using a force plate and walkway system. Results: The pelvic inclination was significantly different in the FRPPT and BRPPT groups compared to the PT group (p < 0.05, p < 0.001). The TIS and gait were significantly increased in the FRPPT group compared to the PT group (p < 0.05). The balance significantly improved in the FRPPT and BRPPT within groups (p < 0.05). Conclusions: Two different methods of posterior pelvic tilt taping improved the anterior pelvic tilt in chronic hemiplegic stroke patients compared with PT, and the FRPPT method also improved the trunk impairment and gait. Therefore, posterior pelvic tilt taping can be used as an intervention with immediate effect.
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Affiliation(s)
- Eui-Young Jung
- Department of Health Science, Gachon University Graduate School, Incheon 21936, Republic of Korea;
| | - Jin-Hwa Jung
- Department of Occupational Therapy, Semyung University, Jecheon 27136, Republic of Korea;
| | - Won-Ho Choi
- Department of Physical Therapy, Gachon University, Incheon 21936, Republic of Korea
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15
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Vecchio M, Chiaramonte R, De Sire A, Buccheri E, Finocchiaro P, Scaturro D, Letizia Mauro G, Cioni M. Do proprioceptive training strategies with dual-task exercises positively influence gait parameters in chronic stroke? A systematic review. J Rehabil Med 2024; 56:jrm18396. [PMID: 39145519 PMCID: PMC11337222 DOI: 10.2340/jrm.v56.18396] [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: 08/11/2023] [Accepted: 04/09/2024] [Indexed: 08/16/2024] Open
Abstract
OBJECTIVE This study aims to assess the impact of proprioceptive training strategies with dual-task exercises on gait in people with chronic stroke. STUDY DESIGN Systematic review. PATIENTS Chronic stroke. METHODS Searches were conducted in accordance with PRISMA guidelines and PICOS criteria. PubMed, Web of Science, and Scopus databases were systematically searched from November 2020 to February 2022, for eligible clinical trials. Two independent reviewers thoroughly screened potential articles for relevance and assessed the methodology quality. In accordance with the GRADE, PICOS criteria, and Cochrane risk of bias tools, the authors included articles concerning the effectiveness of dual-task in proprioceptive training on gait parameters in people with chronic stroke. RESULTS Of 3075 identified studies, 11 articles met the inclusion criteria: 7 were randomized clinical trials, 1 was not randomized, and 3 were observational studies. The overall quality of evidence, assessed using the GRADE framework, was high, indicating a high level of confidence in the systematic review's findings. The papers involved 393 stroke patients; 241 underwent dual-task in proprioceptive training, with 152 participants in other stroke rehabilitation; within the dual-task group, 71 engaged in cognitive tasks, and 170 participated in motor tasks. dual-task in proprioceptive training improved gait speed, cadence, stride time, stride length, and step length. The best effects were observed with training 3 times a week for 4 weeks, with each session lasting 30 minutes, on speed, cadence, stride length, and step length. CONCLUSION Current evidence suggests that proprioceptive training strategies with dual-task exercises improved walking abilities in people with chronic stroke. Specifically, it enhanced gait speed, a key indicator of clinical severity.
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Affiliation(s)
- Michele Vecchio
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy; Rehabilitation Unit, "AOU Policlinico G. Rodolico-San Marco", Catania, Italy
| | - Rita Chiaramonte
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy.
| | - Alessandro De Sire
- Physical and Rehabilitative Medicine, Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", Catanzaro, Italy; Research Center on Musculoskeletal Health, MusculoSkeletalHealth@UMG, University of Catanzaro "Magna Graecia", Catanzaro, Italy
| | - Enrico Buccheri
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Patrizia Finocchiaro
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Dalila Scaturro
- Department of Surgery, Oncology and Stomatology, University of Palermo, Palermo, Italy
| | - Giulia Letizia Mauro
- Department of Surgery, Oncology and Stomatology, University of Palermo, Palermo, Italy
| | - Matteo Cioni
- Laboratory of Neuro-Biomechanics, Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
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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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Yang H, Liao Z, Zou H, Li K, Zhou Y, Gao Z, Mao Y, Song C. Machine learning-based gait adaptation dysfunction identification using CMill-based gait data. Front Neurorobot 2024; 18:1421401. [PMID: 39136036 PMCID: PMC11317473 DOI: 10.3389/fnbot.2024.1421401] [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: 04/22/2024] [Accepted: 07/15/2024] [Indexed: 08/15/2024] Open
Abstract
Background Combining machine learning (ML) with gait analysis is widely applicable for diagnosing abnormal gait patterns. Objective To analyze gait adaptability characteristics in stroke patients, develop ML models to identify individuals with GAD, and select optimal diagnostic models and key classification features. Methods This study was investigated with 30 stroke patients (mean age 42.69 years, 60% male) and 50 healthy adults (mean age 41.34 years, 58% male). Gait adaptability was assessed using a CMill treadmill on gait adaptation tasks: target stepping, slalom walking, obstacle avoidance, and speed adaptation. The preliminary analysis of variables in both groups was conducted using t-tests and Pearson correlation. Features were extracted from demographics, gait kinematics, and gait adaptability datasets. ML models based on Support Vector Machine, Decision Tree, Multi-layer Perceptron, K-Nearest Neighbors, and AdaCost algorithm were trained to classify individuals with and without GAD. Model performance was evaluated using accuracy (ACC), sensitivity (SEN), F1-score and the area under the receiver operating characteristic (ROC) curve (AUC). Results The stroke group showed a significantly decreased gait speed (p = 0.000) and step length (SL) (p = 0.000), while the asymmetry of SL (p = 0.000) and ST (p = 0.000) was higher compared to the healthy group. The gait adaptation tasks significantly decreased in slalom walking (p = 0.000), obstacle avoidance (p = 0.000), and speed adaptation (p = 0.000). Gait speed (p = 0.000) and obstacle avoidance (p = 0.000) were significantly correlated with global F-A score in stroke patients. The AdaCost demonstrated better classification performance with an ACC of 0.85, SEN of 0.80, F1-score of 0.77, and ROC-AUC of 0.75. Obstacle avoidance and gait speed were identified as critical features in this model. Conclusion Stroke patients walk slower with shorter SL and more asymmetry of SL and ST. Their gait adaptability was decreased, particularly in obstacle avoidance and speed adaptation. The faster gait speed and better obstacle avoidance were correlated with better functional mobility. The AdaCost identifies individuals with GAD and facilitates clinical decision-making. This advances the future development of user-friendly interfaces and computer-aided diagnosis systems.
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Affiliation(s)
- Hang Yang
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
| | - Zhenyi Liao
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
| | - Hailei Zou
- College of Science, China Jiliang University, Zhejiang, China
| | - Kuncheng Li
- MeritData Technology Co., Ltd., Shanxi, China
| | - Ye Zhou
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
| | - Zhenzhen Gao
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
| | - Yajun Mao
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
| | - Caiping Song
- Department of Rehabilitation Medicine, the First Affiliated Hospital of Zhejiang Chinese Medical University, Zhejiang, China
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18
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Yang C, Veit N, McKenzie K, Aalla S, Embry K, Kishta A, Roth E, Jayaraman A. Single-belt vs. split-belt treadmill symmetry training: is there a perfect choice for gait rehabilitation post-stroke? Front Physiol 2024; 15:1409304. [PMID: 39113935 PMCID: PMC11303137 DOI: 10.3389/fphys.2024.1409304] [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: 03/29/2024] [Accepted: 07/11/2024] [Indexed: 08/10/2024] Open
Abstract
Post-stroke gait asymmetry leads to inefficient gait and a higher fall risk, often causing limited home and community ambulation. Two types of treadmills are typically used for training focused on symmetry: split-belt and single belt treadmills, but there is no consensus on which treadmill is superior to improve gait symmetry in individuals with stroke. To comprehensively determine which intervention is superior, we considered multiple spatial and temporal gait parameters (step length, stride time, swing time, and stance time) and their symmetries. Ten individuals with stroke underwent a single session of split-belt treadmill training and single belt treadmill training on separate days. The changes in step length, stride time, swing time, stance time and their respective symmetries were compared to investigate which training improves both spatiotemporal gait parameters and symmetries immediately after the intervention and after 5 min of rest. Both types of treadmill training immediately increased gait velocity (0.08 m/s faster) and shorter step length (4.15 cm longer). However, split-belt treadmill training was more effective at improving step length symmetry (improved by 27.3%) without sacrificing gait velocity or step length. However, this step length symmetry effect diminished after a 5-min rest period. Split-belt treadmill training may have some advantages over single belt treadmill training, when targeting step length symmetry. Future research should focus on comparing the long-term effects of these two types of training and examining the duration of the observed effects to provide clinically applicable information.
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Affiliation(s)
- Chen Yang
- Shirley Ryan AbilityLab, Chicago, IL, United States
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Nicole Veit
- Shirley Ryan AbilityLab, Chicago, IL, United States
- Biomedical Engineering Department, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | | | - Shreya Aalla
- Shirley Ryan AbilityLab, Chicago, IL, United States
| | - Kyle Embry
- Shirley Ryan AbilityLab, Chicago, IL, United States
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Ameen Kishta
- Shirley Ryan AbilityLab, Chicago, IL, United States
| | - Elliot Roth
- Shirley Ryan AbilityLab, Chicago, IL, United States
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Arun Jayaraman
- Shirley Ryan AbilityLab, Chicago, IL, United States
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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Chujo Y, Mori K, Wakida M, Mano N, Kuwabara T, Tanaka H, Kubo T, Hase K. Diverse Plantarflexor Module Characteristics Influence Immediate Effects of Plastic Ankle-Foot Orthosis on Gait Performance in Patients With Stroke: A Cross-sectional Study. Arch Phys Med Rehabil 2024; 105:1322-1329. [PMID: 38458374 DOI: 10.1016/j.apmr.2024.02.734] [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: 10/13/2023] [Revised: 12/21/2023] [Accepted: 02/20/2024] [Indexed: 03/10/2024]
Abstract
OBJECTIVE To investigate the immediate effects of plastic ankle-foot orthosis (AFO) on locomotor performance in patients with stroke and determine how such effects might undergo alteration when distinct plantarflexor (PF) module subtypes are considered. DESIGN Cross-sectional study. SETTING Two university hospitals. PARTICIPANTS Fifty-two patients with stroke and 21 of those without stroke (N=73). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Motor modules were identified through non-negative matrix factorization, and participants were classified into 3 groups: independent-normal-timing, independent-altered-timing, and merged PF modules. To assess the effects of the AFO, gait measurements reflecting locomotor performance were obtained with and without the presence of the plastic AFO for each group. RESULTS The independent-altered-timing group had increased paretic propulsion, greater non-paretic step length, and faster walking speed after the administration of the plastic AFO; however, these significant changes were not observed in the independent-normal-timing and merged PF module groups. Notably, patients in the independent-normal-timing and merged PF module groups exhibited longer paretic stance times. CONCLUSION This study suggests that the immediate effects of plastic AFO depend on the PF module subtype. These findings can potentially guide clinical decision-making regarding AFO selection for stroke rehabilitation in patients with diverse gait control characteristics.
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Affiliation(s)
- Yuta Chujo
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan; Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan.
| | - Kimihiko Mori
- Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan
| | - Masanori Wakida
- Faculty of Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan
| | - Naoto Mano
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan; Department of Physical Medicine and Rehabilitation, Kansai Medical University Hospital, Hirakata, Osaka, Japan
| | - Takayuki Kuwabara
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan; Department of Physical Medicine and Rehabilitation, Kansai Medical University Hospital, Hirakata, Osaka, Japan
| | - Hiroaki Tanaka
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan; Department of Physical Medicine and Rehabilitation, Kansai Medical University Hospital, Hirakata, Osaka, Japan
| | - Takanari Kubo
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan; Department of Rehabilitation, Osaka Kawasaki Rehabilitation University, Kaizuka, Osaka, Japan
| | - Kimitaka Hase
- Department of Physical Medicine and Rehabilitation, Kansai Medical University, Hirakata, Osaka, Japan
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20
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Glover N, Raffageau T, Sanders Q. Performance of Regression-Based Models for Real-Time Estimation of Anterior Ground Reaction Forces during Walking. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039833 DOI: 10.1109/embc53108.2024.10782133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Diminished limb propulsive forces correlate with increased fall risk and reduced mobility. Gait biofeedback retraining, focusing on anteriorly directed ground reaction forces, holds promise for improving limb propulsive forces. However, the current reliance on bulky and expensive instrumented treadmills restricts its applicability beyond the laboratory. Inertial measurement units (IMUs), cost-effective alternatives to treadmills, have shown potential in offline estimation of ground reaction forces. Nevertheless, real-time estimation of anterior-posterior ground reaction forces (AGRFs) using IMUs remains unexplored. This study assessed the real-time efficacy of regression-based models for AGRF estimation during walking. Ten participants walked at varying speeds, while IMU and force plate data were recorded. Using 75% of the data for training, participant-specific models were generated and tested on the remaining 25% of trials without altering temporal parameters. Two regression models were created: an unweighted model and a weighted model. Model efficacy for braking and propulsion was evaluated using intraclass correlation coefficients, absolute error, minimal detectable change (MDC), and 95% confidence intervals. Model estimates of the AGRF times series were evaluated using R2 and normalized root mean squared error (NRMSE) values. While both models aligned well with collected data, they fell short in predicting peak propulsion force, surpassing the MDC. Model estimates of the AGRF time series also generated relatively low R2 values and relatively high NRMSE values. This performance was slightly inferior to real-time regression models for vertical ground reaction forces. These findings suggest leveraging deep learning-based approaches which may be better suited for handling time series data.
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21
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Son CH, Sim GW, Kim K. A Study on the Effects of a Self-Administered Eye Exercise Program on the Balance and Gait Ability of Chronic Stroke Patients: A Randomized Controlled Trial. J Pers Med 2024; 14:595. [PMID: 38929816 PMCID: PMC11204622 DOI: 10.3390/jpm14060595] [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: 04/27/2024] [Revised: 05/14/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024] Open
Abstract
This study investigates the effects of a self-administered eye exercise (SEE) program on the balance and gait ability of chronic stroke patients hospitalized due to hemiplegia. This study includes 42 patients diagnosed with stroke-related hemiplegia and hospitalized at D Rehabilitation Hospital. The researcher randomly allocated 42 patients into two groups: the experimental group (EG, n = 21, mean age = 58.14 ± 7.69 years, mean BMI = 22.83 ± 2.19 kg/m2) and the control group (CG, n = 21, mean age = 58.57 ± 6.53 years, mean BMI = 22.81 ± 2.36 kg/m2). The SEE program was applied to the EG and the general self-administered exercise (SE) program was applied to the CG. After 4 weeks of intervention, weight distribution of the affected side, the Timed Up and Go test (TUG), step length of the affected side, step length of the unaffected side, gait speed, and cadence were analyzed and compared. In the within-group comparison, both groups showed significant differences in weight distribution (p < 0.05), TUG (p < 0.05), step length of the affected side (p < 0.05), step length of the unaffected side (p < 0.05), gait speed (p < 0.05), and cadence (p < 0.05). In the between-group comparison, a significant difference in the TUG (p < 0.05) was observed. The SEE program had an overall similar effect to the SE program in improving the balance and gait ability of chronic stroke patients, and had a greater effect on dynamic balance ability. Therefore, the SEE program can be proposed as a self-administered exercise program to improve balance and gait ability in stroke patients who are too weak to perform the SE program in a clinical environment or have a high risk of falling.
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Affiliation(s)
| | | | - Kyoung Kim
- Department of Physical Therapy, College of Rehabilitation Science, Daegu University, Gyeongsan 38453, Republic of Korea; (C.-H.S.); (G.-W.S.)
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22
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Cho J, Ha S, Lee J, Kim M, Kim H. Stroke walking and balance characteristics via principal component analysis. Sci Rep 2024; 14:10465. [PMID: 38714823 PMCID: PMC11076567 DOI: 10.1038/s41598-024-60943-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/29/2024] [Indexed: 05/10/2024] Open
Abstract
Balance impairment is associated gait dysfunction with several quantitative spatiotemporal gait parameters in patients with stroke. However, the link between balance impairments and joint kinematics during walking remains unclear. Clinical assessments and gait measurements using motion analysis system was conducted in 44 stroke patients. This study utilised principal component analysis to identify key joint kinematics characteristics of patients with stroke during walking using average joint angles of pelvis and bilateral lower limbs in every gait-cycle percentile related to balance impairments. Reconstructed kinematics showed the differences in joint kinematics in both paretic and nonparetic lower limbs that can be distinguished by balance impairment, particularly in the sagittal planes during swing phase. The impaired balance group exhibited greater joint variability in both the paretic and nonparetic limbs in the sagittal plane during entire gait phase and during terminal swing phase respectively compared with those with high balance scores. This study provides a more comprehensive understanding of stroke hemiparesis gait patterns and suggests considering both nonparetic and paretic limb function, as well as bilateral coordination in clinical practice. Principal component analysis can be a useful assessment tool to distinguish differences in balance impairment and dynamic symmetry during gait in patients with stroke.
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Affiliation(s)
- Jieun Cho
- Translational Research Centre on Rehabilitation Robots, National Rehabilitation Centre, Ministry of Health & Welfare, Seoul, South Korea
| | - Sunghe Ha
- Department of Physical Education, College of Sciences in Education, Yonsei University, Seoul, Korea
| | - Jooyoung Lee
- Department of Applied Statistics, Chung-Ang University, Seoul, South Korea
| | - Minseok Kim
- Department of Applied Statistics, Chung-Ang University, Seoul, South Korea
| | - Hogene Kim
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA.
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23
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Honda K, Sekiguchi Y, Owaki D, Okamoto R, Inuzuka S, Morimoto N, Izumi SI. Effects of ankle-foot orthosis with dorsiflexion resistance on the quasi-joint stiffness of the ankle joint and spatial asymmetry during gait in patients with hemiparesis. Clin Biomech (Bristol, Avon) 2024; 115:106263. [PMID: 38744222 DOI: 10.1016/j.clinbiomech.2024.106263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 04/30/2024] [Accepted: 05/07/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Reduced ankle quasi-joint stiffness affects propulsion in the paretic side of patients with hemiparesis, contributing to gait asymmetry. We investigated whether the use of an ankle-foot orthosis with dorsiflexion resistance to compensate for reduced stiffness would increase quasi-joint stiffness and spatiotemporal symmetry in patients with hemiparesis. METHODS Seventeen patients walked along a 7-m walkway in both ankle-foot orthosis with dorsiflexion resistance and control (i.e., ankle-foot orthosis) conditions. Dorsiflexion resistance by spring and cam was set to increase linearly from zero-degree ankle dorsiflexion. Gait data were analyzed using a three-dimensional motion analysis system. FINDINGS Ankle-foot orthosis with dorsiflexion resistance significantly increased the quasi-joint stiffness in the early and middle stance phase (P = 0.028 and 0.040). Furthermore, although ankle power generation in the ankle-foot orthosis with dorsiflexion resistance condition was significantly lower than in the control condition (P = 0.003), step length symmetry significantly increased in the ankle-foot orthosis with dorsiflexion resistance condition (P = 0.016). There was no significant difference in swing time ratio between conditions. INTERPRETATION Applying dorsiflexion resistance in the paretic stance phase increased quasi-joint stiffness but did not lead to an increase in ankle power generation. On the other hand, applying dorsiflexion resistance also resulted in a more symmetrical step length, even though the ankle joint power generation on the paretic side did not increase as expected. Future research should explore whether modifying the magnitude and timing of dorsiflexion resistance, considering the biomechanical characteristics of each patients' ankle joint during gait, enhances ankle joint power generation.
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Affiliation(s)
- Keita Honda
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan.
| | - Yusuke Sekiguchi
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
| | - Dai Owaki
- Department of Robotics, Graduate School of Engineering, Tohoku University, 6-6-01 Aoba, Aramaki, Aoba-ku, Sendai 980-8579, Japan
| | - Ryusuke Okamoto
- Life Science Development Center, Sekisui Chemical Co., Ltd., 2-1 Hyakuyama, Shimamoto-cho, Mishima-gun, Osaka 618-0021, Japan
| | - Shino Inuzuka
- Life Science Development Center, Sekisui Chemical Co., Ltd., 2-1 Hyakuyama, Shimamoto-cho, Mishima-gun, Osaka 618-0021, Japan
| | - Norihiro Morimoto
- Development Department, Sekisui Techno Molding Co., Ltd., 31 Hiraide Kogyodanchi, Utsunomiya-City, Tochigi 321-0905, Japan
| | - Shin-Ichi Izumi
- Department of Physical Medicine and Rehabilitation, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan; Graduate School of Biomedical Engineering, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai 980-8575, Japan
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24
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Hayworth EM, Casnave SM, Duppen C, Rowland D, Browner N, Lewek MD. Limb and joint kinetics during walking in individuals with Mild-Moderate Parkinson's disease. J Biomech 2024; 167:112076. [PMID: 38583376 DOI: 10.1016/j.jbiomech.2024.112076] [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: 07/28/2023] [Revised: 03/11/2024] [Accepted: 04/03/2024] [Indexed: 04/09/2024]
Abstract
Given the known deficits in spatiotemporal aspects of gait for people with Parkinson's disease (PD), we sought to determine the underlying gait abnormalities in limb and joint kinetics, and examine how deficits in push-off and leg swing might contribute to the shortened step lengths for people with PD. Ten participants with PD and 11 age-matched control participants walked overground and on an instrumented treadmill. Participants with PD then walked on the treadmill with a posteriorly directed restraining force applied to 1) the pelvis to challenge push-off and 2) the ankles to challenge leg swing. Spatiotemporal, kinematic, and force data were collected and compared between groups and conditions. Despite group differences in spatiotemporal measures during overground walking, we did not observe these differences when the groups walked on a treadmill at comparable speeds. Nevertheless, the hip extension impulse appeared smaller in the PD group during their typical walking. When challenging limb propulsion, participants in the PD group maintained step lengths by increasing the propulsive impulse. Participants with PD were also able to maintain their typical step length against resistance intended to impede swing limb advancement, and even increased step lengths with cuing. The presence of reduced hip extension torque might be an early indicator of gait deterioration in this neurodegenerative disease. Our participants with PD were able to increase hip extension torque in response to needed demands. Additionally, participants with PD were able to increase limb propulsion and leg swing against resistance, suggesting a reserve in limb mechanics.
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Affiliation(s)
- Emily M Hayworth
- Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Stephanie M Casnave
- Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Chelsea Duppen
- Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - David Rowland
- Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nina Browner
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michael D Lewek
- Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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25
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Erdoğan MŞ, Arpak ES, Keles CSK, Villagra F, Işık EÖ, Afşar N, Yucesoy CA, Mur LAJ, Akanyeti O, Saybaşılı H. Biochemical, biomechanical and imaging biomarkers of ischemic stroke: Time for integrative thinking. Eur J Neurosci 2024; 59:1789-1818. [PMID: 38221768 DOI: 10.1111/ejn.16245] [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: 09/26/2023] [Revised: 12/12/2023] [Accepted: 12/16/2023] [Indexed: 01/16/2024]
Abstract
Stroke is one of the leading causes of adult disability affecting millions of people worldwide. Post-stroke cognitive and motor impairments diminish quality of life and functional independence. There is an increased risk of having a second stroke and developing secondary conditions with long-term social and economic impacts. With increasing number of stroke incidents, shortage of medical professionals and limited budgets, health services are struggling to provide a care that can break the vicious cycle of stroke. Effective post-stroke recovery hinges on holistic, integrative and personalized care starting from improved diagnosis and treatment in clinics to continuous rehabilitation and support in the community. To improve stroke care pathways, there have been growing efforts in discovering biomarkers that can provide valuable insights into the neural, physiological and biomechanical consequences of stroke and how patients respond to new interventions. In this review paper, we aim to summarize recent biomarker discovery research focusing on three modalities (brain imaging, blood sampling and gait assessments), look at some established and forthcoming biomarkers, and discuss their usefulness and complementarity within the context of comprehensive stroke care. We also emphasize the importance of biomarker guided personalized interventions to enhance stroke treatment and post-stroke recovery.
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Affiliation(s)
| | - Esra Sümer Arpak
- Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Turkey
| | - Cemre Su Kaya Keles
- Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Turkey
- Institute of Structural Mechanics and Dynamics in Aerospace Engineering, University of Stuttgart, Stuttgart, Germany
| | - Federico Villagra
- Department of Life Sciences, Aberystwyth University, Aberystwyth, Wales, UK
| | - Esin Öztürk Işık
- Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Turkey
| | - Nazire Afşar
- Neurology, Acıbadem Mehmet Ali Aydınlar University, İstanbul, Turkey
| | - Can A Yucesoy
- Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Turkey
| | - Luis A J Mur
- Department of Life Sciences, Aberystwyth University, Aberystwyth, Wales, UK
| | - Otar Akanyeti
- Department of Computer Science, Llandinam Building, Aberystwyth University, Aberystwyth, UK
| | - Hale Saybaşılı
- Institute of Biomedical Engineering, Boğaziçi University, Istanbul, Turkey
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26
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Park C, Woo Y, Won J, Kim S. Immediate effects of insoles applied to the sound side lower extremity of patients with chronic hemiplegia during walking. Restor Neurol Neurosci 2024; 42:167-177. [PMID: 39213109 DOI: 10.3233/rnn-241389] [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: 09/04/2024]
Abstract
Background Asymmetric gait patterns are mostly observed in hemiplegic stroke patients. These abnormal gait patterns resulting in abnormal speed, and decreased ability in daily of activity living. Objective This study aimed to determine the immediate changes in gait parameters and plantar pressure during elevation by wearing an insole on the sound side lower extremity of patients with hemiplegia. Methods Thirty-six participants were recruited, comprising those with a post-stroke follow-up of ≥3 months and a functional ambulation category score of ≥2. The participants were asked to walk with and without a 1 cm insole in the shoe of their sound side, and the order of wearing or not wearing the insole was randomized. Gait parameters, bilateral gait parameters, and dynamic plantar pressure were measured using the GAITRite Walkway System. Results Paired t-test was used to examine immediate changes in gait parameters and plantar pressure with and without insoles during walking in the same group. Overall, gait velocity and step length significantly decreased (p < 0.05), whereas step time significantly increased (p < 0.05). The swing phase of the affected sidelower extremities significantly increased (p < 0.05), and the stance phase significantly decreased (p < 0.05). Double-support unloading phase (pre-swing phase) significantly increased (p < 0.05). The changes in plantar pressure were significantly increased in some lateral zones and significantly decreased in the medial zone of the mid-hindfoot, both in terms of pressure per time and peak pressure (p < 0.05). Conclusion Although this study did not show immediate positive effects on gait parameters and gait cycle, it is expected that sensory input from the sole of the foot through changes in plantar pressure may help improve gait asymmetry and regulate postural symmetry.
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Affiliation(s)
- Chaeyoo Park
- Department of Physical Therapy, Jainplus Hospital, Jeonju, Republic of Korea
| | - Youngkeun Woo
- Department of Physical Therapy, College of Medical Sciences, Jeonju University, Jeonju, Republic of Korea
| | - Jongim Won
- Department of Physical Therapy, College of Medical Sciences, Jeonju University, Jeonju, Republic of Korea
| | - Sujin Kim
- Department of Physical Therapy, College of Medical Sciences, Jeonju University, Jeonju, Republic of Korea
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27
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Cleland BT, Alex T, Madhavan S. Concurrent validity of walking speed measured by a wearable sensor and a stopwatch during the 10-meter walk test in individuals with stroke. Gait Posture 2024; 107:61-66. [PMID: 37757594 PMCID: PMC10720698 DOI: 10.1016/j.gaitpost.2023.09.012] [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: 06/13/2023] [Revised: 08/24/2023] [Accepted: 09/21/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND Walking speed is often measured with a stopwatch throughout stroke recovery. Wearable sensors also have been used recently to measure walking speed and provide information about spatiotemporal characteristics of walking. RESEARCH QUESTION Do walking speeds measured with stopwatch and APDM wearable sensors have concurrent validity? METHODS Individuals with chronic stroke (n = 62) performed the 10-meter walk test at comfortable and maximal speeds. Walking speeds were measured with a stopwatch and APDM Opal wireless wearable sensors (3-unit). Tests of concurrent validity between stopwatch and APDM (Bland-Altman plots, systematic and proportional bias, and intraclass correlations) and test-retest reliability between trials (intraclass correlations, standard error of measurement, and minimal detectable change) were performed. RESULTS Walking speeds measured with APDM were ∼0.07 m/s slower than those measured with stopwatch (systematic bias; t ≥ 13.1, p < 0.001). Intraclass correlations ranged from poor to excellent. There were greater differences in walking speeds between APDM and stopwatch for individuals with faster walking speeds (proportional bias). Test-retest reliability was excellent for both APDM and stopwatch (intraclass correlation≥0.94). Standard error of measurement ranged from 0.04 to 0.07 m/s and minimal detectable change ranged from 0.10 to 0.19 m/s. SIGNIFICANCE It may be inappropriate to use walking speed measurements from APDM sensors and stopwatch interchangeably in individuals with chronic stroke. Differences in walking speeds may reflect stopwatch error or the derivation of walking speed from wearable sensors. Test-retest reliability was excellent for both stopwatch and APDM, but minimal detectable change values were large. Large changes in walking speed may be required to be confident that the change is a true and clinically meaningful change and not measurement error. The validity and reliability of measuring walking speed with wearable sensors in individuals with chronic stroke has important implications for determining community ambulation, assessing improvements after rehabilitation, and developing exercise prescriptions.
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Affiliation(s)
- Brice T Cleland
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - Titus Alex
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - Sangeetha Madhavan
- Brain Plasticity Lab, Department of Physical Therapy, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL, USA.
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28
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Jo YJ, Kim DH, Kim S, Kim JH, Choi JH, Park JB, Baek YS, Park YG, Kim DY. Effect of Anterioposterior Weight-Shift Training with Visual Biofeedback in Patients with Step Length Asymmetry after Subacute Stroke. J Pers Med 2023; 13:1726. [PMID: 38138953 PMCID: PMC10745098 DOI: 10.3390/jpm13121726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/04/2023] [Accepted: 12/12/2023] [Indexed: 12/24/2023] Open
Abstract
Step length asymmetry is a characteristic feature of gait in post-stroke patients. A novel anterioposterior weight-shift training method with visual biofeedback (AP training) was developed to improve the forward progression of the trunk. This study aimed to investigate the effect of AP training on gait asymmetries, patterns, and gait-related function in subacute stroke patients. Forty-six subacute stroke patients were randomly assigned to the AP training group or the control group. The AP training group received conventional gait training and AP training five times per week for 4 weeks. The control group received the same intensity of conventional gait training with patient education for self-anterior weight shifting. Plantar pressure analysis, gait analysis, energy consumption, and gait-related behavioral parameters were assessed before and after training. The AP training group showed significant improvement in step length asymmetry, forefoot contact area and pressure, Berg balance scale score, and Fugl-Meyer assessment scale of lower extremity score compared to the control group (p < 0.05). However, there was no significant between-group difference with respect to energy cost and kinetic and kinematic gait parameters. In conclusion, AP training may help improve the asymmetric step length in stroke patients, and also improve anterior weight shifting, balance, and motor function in subacute stroke survivors.
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Affiliation(s)
- Yea Jin Jo
- Research Institute of Rehabilitation Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea;
| | - Dae Hyun Kim
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul 06351, Republic of Korea;
| | - Seeun Kim
- School of Mechanical Engineering, Yonsei University, Seoul 03722, Republic of Korea; (S.K.); (J.H.C.); (Y.S.B.)
| | - Jung Hoon Kim
- Construction Robot and Automation Laboratory, Department of Civil and Environmental Engineering, Yonsei University, Seoul 03722, Republic of Korea;
| | - Jong Hyun Choi
- School of Mechanical Engineering, Yonsei University, Seoul 03722, Republic of Korea; (S.K.); (J.H.C.); (Y.S.B.)
| | - Jong Bum Park
- Department of Rehabilitation Medicine, Konyang University College of Medicine, Daejeon 35365, Republic of Korea;
| | - Yoon Su Baek
- School of Mechanical Engineering, Yonsei University, Seoul 03722, Republic of Korea; (S.K.); (J.H.C.); (Y.S.B.)
| | - Yoon Ghil Park
- Department of Rehabilitation Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Republic of Korea;
| | - Deog Young Kim
- Department and Research Institute of Rehabilitation Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
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29
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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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30
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Sánchez N, Schweighofer N, Mulroy SJ, Roemmich RT, Kesar TM, Torres-Oviedo G, Fisher BE, Finley JM, Winstein CJ. Multi-Site Identification and Generalization of Clusters of Walking Behaviors in Individuals With Chronic Stroke and Neurotypical Controls. Neurorehabil Neural Repair 2023; 37:810-822. [PMID: 37975184 PMCID: PMC10872629 DOI: 10.1177/15459683231212864] [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] [Indexed: 11/19/2023]
Abstract
BACKGROUND Walking patterns in stroke survivors are highly heterogeneous, which poses a challenge in systematizing treatment prescriptions for walking rehabilitation interventions. OBJECTIVES We used bilateral spatiotemporal and force data during walking to create a multi-site research sample to: (1) identify clusters of walking behaviors in people post-stroke and neurotypical controls and (2) determine the generalizability of these walking clusters across different research sites. We hypothesized that participants post-stroke will have different walking impairments resulting in different clusters of walking behaviors, which are also different from control participants. METHODS We gathered data from 81 post-stroke participants across 4 research sites and collected data from 31 control participants. Using sparse K-means clustering, we identified walking clusters based on 17 spatiotemporal and force variables. We analyzed the biomechanical features within each cluster to characterize cluster-specific walking behaviors. We also assessed the generalizability of the clusters using a leave-one-out approach. RESULTS We identified 4 stroke clusters: a fast and asymmetric cluster, a moderate speed and asymmetric cluster, a slow cluster with frontal plane force asymmetries, and a slow and symmetric cluster. We also identified a moderate speed and symmetric gait cluster composed of controls and participants post-stroke. The moderate speed and asymmetric stroke cluster did not generalize across sites. CONCLUSIONS Although post-stroke walking patterns are heterogenous, these patterns can be systematically classified into distinct clusters based on spatiotemporal and force data. Future interventions could target the key features that characterize each cluster to increase the efficacy of interventions to improve mobility in people post-stroke.
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Affiliation(s)
- Natalia Sánchez
- Department of Physical Therapy, Chapman University, Irvine, CA
- Fowler School of Engineering, Chapman University, Orange, CA
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
| | - Nicolas Schweighofer
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA
| | - Sara J. Mulroy
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, CA
| | - Ryan T. Roemmich
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Trisha M. Kesar
- Department of Rehabilitation Medicine, Emory University School of Medicine. Atlanta GA
| | | | - Beth E. Fisher
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Neurology Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - James M. Finley
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA
| | - Carolee J. Winstein
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Neurology Keck School of Medicine, University of Southern California, Los Angeles, CA
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Lefranc AS, Klute GK, Neptune RR. The Influence of Multiple Pregnancies on Gait Asymmetry: A Case Study. J Appl Biomech 2023; 39:403-413. [PMID: 37704197 DOI: 10.1123/jab.2023-0013] [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: 01/13/2023] [Revised: 06/15/2023] [Accepted: 07/17/2023] [Indexed: 09/15/2023]
Abstract
Gait asymmetry is a predictor of fall risk and may contribute to increased falls during pregnancy. Previous work indicates that pregnant women experience asymmetric joint laxity and pelvic tilt during standing and asymmetric joint moments and angles during walking. How these changes translate to other measures of gait asymmetry remains unclear. Thus, the purpose of this case study was to determine the relationships between pregnancy progression, subsequent pregnancies, and gait asymmetry. Walking data were collected from an individual during 2 consecutive pregnancies during the second and third trimesters and 6 months postpartum of her first pregnancy and the first, second, and third trimesters and 6 months postpartum of her second pregnancy. Existing asymmetries in step length, anterior-posterior (AP) impulses, AP peak ground reaction forces, lateral impulses, and joint work systematically increased as her pregnancy progressed. These changes in asymmetry may be attributed to pelvic asymmetry, leading to asymmetric hip flexor and extensor length, or due to asymmetric plantar flexor strength, as suggested by her ankle work asymmetry. Relative to her first pregnancy, she had greater asymmetry in step length, step width, braking AP impulse, propulsive AP impulse, and peak braking AP ground reaction force during her second pregnancy, which may have resulted from increased joint laxity.
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Affiliation(s)
- Aude S Lefranc
- Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX,USA
| | - Glenn K Klute
- Department of Veteran Affairs, Center for Limb Loss and MoBility, Seattle, WA,USA
- Department of Mechanical Engineering, University of Washington, Seattle, WA,USA
| | - Richard R Neptune
- Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX,USA
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Couto AGB, Vaz MAP, Pinho L, Félix J, Moreira J, Pinho F, Mesquita IA, Mesquita Montes A, Crasto C, Sousa ASP. Interlimb Coordination during Double Support Phase of Gait in People with and without Stroke. J Mot Behav 2023; 56:195-210. [PMID: 37990958 DOI: 10.1080/00222895.2023.2282088] [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: 02/16/2023] [Accepted: 10/12/2023] [Indexed: 11/23/2023]
Abstract
This study aims to identify differences between participants with and without stroke regarding the ipsilesional and contralesional lower limbs kinematics, kinetics, muscle activity and their variability during double support phase of gait. Eleven post-stroke and thirteen healthy participants performed 10 gait trials at a self-selected speed while being monitored by an optoelectronic motion capture system, two force plates and an electromyographic system. The following outcomes were evaluated during the double support: the time and the joint position; the external mechanical work on the centre of mass; and the relative electromyographic activity. Both, contralesional/ipsilesional and dominant/non-dominant of participants with and without stroke, respectively, were evaluated during double support phase of gait in trailing or leading positions. The average value of each parameter and the coefficient of variation of the 10 trials were analysed. Post-stroke participants present bilateral decreased mechanical work on the centre of mass and increased variability, decreased contralesional knee and ankle flexion in trailing position, increased ipsilesional knee flexion in leading position and increased variability. Increased relative muscle activity was observed in post-stroke participants with decreased variability. Mechanical work on the centre of mass seems to be the most relevant parameter to identify interlimb coordination impairments in post-stroke subjects.
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Affiliation(s)
- Ana G B Couto
- Department of Physiotherapy and Research Center and Projects (NIP), Santa Maria Health School, Porto, Portugal
- Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Faculty of Engineering, University of Porto, Porto, Portugal
| | - Mário A P Vaz
- Institute of Mechanical Engineering and Industrial Management, Faculty of Engineering, University of Porto, Porto, Portugal
- Porto Biomechanics Laboratory (LABIOMEP), University of Porto, Porto, Portugal
| | - Liliana Pinho
- Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- College of Health Sciences - Escola Superior de Saúde do Vale do Ave, Cooperative for Higher, Polytechnic and University Education, Vila Nova de Famalicão, Portugal
- Faculty of Sport, University of Porto, Porto, Portugal
| | - José Félix
- Department of Physics and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Juliana Moreira
- Department of Physiotherapy and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
| | - Francisco Pinho
- College of Health Sciences - Escola Superior de Saúde do Vale do Ave and Health and Human Movement Unit (H2M), Cooperative for Higher, Polytechnic and University Education, Vila Nova de Famalicão, Portugal
| | - Inês Albuquerque Mesquita
- Research Center and Projects (NIP), Santa Maria Health School, Porto, Portugal
- Department of Functional Sciences and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
| | - António Mesquita Montes
- Department of Physiotherapy and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Research Center and Projects (NIP), Santa Maria Health School, Porto, Portugal
| | - Carlos Crasto
- Department of Physiotherapy and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Research Center and Projects (NIP), Santa Maria Health School, Porto, Portugal
| | - Andreia S P Sousa
- Department of Physiotherapy and Center for Rehabilitation Research (CIR), ESS, Polytechnic of Porto, rua Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
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Xie R, Zhang Y, Jin H, Yang F, Feng Y, Pan Y. Effects of soft robotic exoskeleton for gait training on clinical and biomechanical gait outcomes in patients with sub-acute stroke: a randomized controlled pilot study. Front Neurol 2023; 14:1296102. [PMID: 38020601 PMCID: PMC10654217 DOI: 10.3389/fneur.2023.1296102] [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: 09/18/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Background Ankle function impairment is a critical factor impairing normal walking in survivors of stroke. The soft robotic exoskeleton (SRE) is a novel, portable, lightweight assistive device with promising therapeutic potential for gait recovery during post-stroke rehabilitation. However, whether long-term SRE-assisted walking training influences walking function and gait quality in patients following subacute stroke is unknown. Therefore, the primary objective of this study was to assess the therapeutic effects of SRE-assisted walking training on clinical and biomechanical gait outcomes in the rehabilitation of patients with subacute stroke. Methods A group patients who had experienced subacute stroke received conventional rehabilitation (CR) training combined with 10-session SRE-assisted overground walking training (30 min per session, 5 sessions/week, 2 weeks) (SRE group, n = 15) compared with the control group that received CR training only (CR group, n = 15). Clinical assessments and biomechanical gait quality measures were performed pre-and post-10-session intervention, with the 10-Minute Walk Test (10MWT) and 6-Minute Walk Test (6MWT) used to define the primary clinical outcome measures and the Functional Ambulation Category, Fugl-Meyer Assessment for Lower Extremity (FMA-LE) subscale, and Berg Balance Scale defined the secondary outcome measures. The gait quality outcome measures included spatiotemporal and symmetrical parameters during walking. Results After the 10-session intervention, the SRE and CR groups exhibited significant within-group improvements in all clinical outcome measures (p < 0.05). Between-comparison using covariance analyses demonstrated that the SRE group showed greater improvement in walking speed during the 10MWT (p < 0.01), distance walked during the 6MWT (p < 0.05), and FMA-LE scores (p < 0.05). Gait analyses showed that the SRE group exhibited significantly improved spatiotemporal symmetry (p < 0.001) after 10-session training, with no significant changes observed in the CR group. Conclusion Compared with CR training, SRE-assisted walking training led to greater improvements in walking speed, endurance, and motor recovery. Our findings provide preliminary evidence that SRE may be considered for inclusion in intensive gait training clinical rehabilitation programs to further improve walking function in patients who have experienced stroke.
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Affiliation(s)
- Ruimou Xie
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Yanlin Zhang
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Hainan Jin
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Fei Yang
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Yutong Feng
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Yu Pan
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Beijing, China
- School of Clinical Medicine, Tsinghua University, Beijing, China
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Sánchez N, Schweighofer N, Mulroy SJ, Roemmich RT, Kesar TM, Torres-Oviedo G, Fisher BE, Finley JM, Winstein CJ. Multi-site identification and generalization of clusters of walking behaviors in individuals with chronic stroke and neurotypical controls. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.11.540385. [PMID: 37214916 PMCID: PMC10197630 DOI: 10.1101/2023.05.11.540385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Background Walking patterns in stroke survivors are highly heterogeneous, which poses a challenge in systematizing treatment prescriptions for walking rehabilitation interventions. Objective We used bilateral spatiotemporal and force data during walking to create a multi-site research sample to: 1) identify clusters of walking behaviors in people post-stroke and neurotypical controls, and 2) determine the generalizability of these walking clusters across different research sites. We hypothesized that participants post-stroke will have different walking impairments resulting in different clusters of walking behaviors, which are also different from control participants. Methods We gathered data from 81 post-stroke participants across four research sites and collected data from 31 control participants. Using sparse K-means clustering, we identified walking clusters based on 17 spatiotemporal and force variables. We analyzed the biomechanical features within each cluster to characterize cluster-specific walking behaviors. We also assessed the generalizability of the clusters using a leave-one-out approach. Results We identified four stroke clusters: a fast and asymmetric cluster, a moderate speed and asymmetric cluster, a slow cluster with frontal plane force asymmetries, and a slow and symmetric cluster. We also identified a moderate speed and symmetric gait cluster composed of controls and participants post-stroke. The moderate speed and asymmetric stroke cluster did not generalize across sites. Conclusions Although post-stroke walking patterns are heterogenous, these patterns can be systematically classified into distinct clusters based on spatiotemporal and force data. Future interventions could target the key features that characterize each cluster to increase the efficacy of interventions to improve mobility in people post-stroke.
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Affiliation(s)
- Natalia Sánchez
- Department of Physical Therapy, Chapman University, Irvine, CA
- Fowler School of Engineering, Chapman University, Orange, CA
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
| | - Nicolas Schweighofer
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA
| | - Sara J. Mulroy
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Pathokinesiology Lab, Rancho Los Amigos National Rehabilitation Center, Downey, CA
| | - Ryan T. Roemmich
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Trisha M. Kesar
- Department of Rehabilitation Medicine, Emory University School of Medicine. Atlanta GA
| | | | - Beth E. Fisher
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Neurology Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - James M. Finley
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Biomedical Engineering, University of Southern California, Los Angeles, CA
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA
| | - Carolee J. Winstein
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA
- Department of Neurology Keck School of Medicine, University of Southern California, Los Angeles, CA
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Tutus N, Ozdemir F. The effects of gastrocnemius muscle spasticity on gait symmetry and trunk control in chronic stroke patients. Gait Posture 2023; 105:45-50. [PMID: 37480819 DOI: 10.1016/j.gaitpost.2023.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/25/2023] [Accepted: 07/10/2023] [Indexed: 07/24/2023]
Abstract
BACKGROUND Although reduced gait asymmetry and trunk control are generally accepted outcomes in stroke patients after having a stroke, the number of studies examining the factors affecting gait symmetry and trunk control is limited in the literature. RESEARCH QUESTION What are the effects of gastrocnemius muscle spasticity on trunk control and gait symmetry in chronic stroke patients? METHOD The sample of the study included 29 individuals aged 40-70 who were diagnosed with stroke at least six months ago. The sociodemographic information of the patients was collected using a descriptive information form. Their gastrocnemius muscle spasticity levels were assessed using the Modified Ashworth Scale (MAS), their trunk control was assessed using the Trunk Impairment Scale (TIS), and their gait symmetry was assessed using software developed for the Kinect V2 camera. RESULTS There was a numerical difference between the gait symmetry results of the patients who had a MAS score lower than 2 and those who had a MAS score of 2 or higher, where MAS scores corresponded to gastrocnemius muscle spasticity levels, but this difference was not statistically significant (p > 0.05). There was a statistically significant difference between the total TIS scores and TIS coordination subscale scores of the patients who had a MAS score lower than 2 and those who had a MAS score of 2 or higher (p < 0.05). A negative significant relationship was determined between total TIS and TIS coordination subscale scores and the severity of gastrocnemius muscle spasticity. SIGNIFICANCE According to the results of our study, to improve trunk control and gait in stroke survivors, the management of gastrocnemius muscle spasticity should be included in rehabilitation programs. We believe that our study will be guiding for future interventional studies aiming to improve trunk control and gait in stroke patients.
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Affiliation(s)
- Nisanur Tutus
- Sureyyapasa Chest Diseases and Thoracic Surgery Teaching Hospital, Istanbul, Turkey.
| | - Filiz Ozdemir
- Inonu University, Faculty of Health Sciences, Department of Physiotherapy and Rehabilitation, Malatya, Turkey
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36
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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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37
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Banks CL, Patten C. Development of an assessment of bilateral locomotor efficacy for individuals post-stroke. Gait Posture 2023; 103:172-177. [PMID: 37210850 PMCID: PMC10773990 DOI: 10.1016/j.gaitpost.2023.05.012] [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: 12/21/2022] [Revised: 03/24/2023] [Accepted: 05/16/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND A common framework is needed to assess walking impairments in older adults and individuals with stroke. This study develops an Assessment of Bilateral Locomotor Efficacy (ABLE) that is a straightforward indicator of walking function. RESEARCH QUESTION Can we develop a clinically accessible index of walking function that summarizes gait dysfunction secondary to stroke? METHODS The ABLE index was developed using a retrospective sample of 14 community-dwelling older adults. Data from 33 additional older adults and 105 individuals with chronic post-stroke hemiparesis were used to validate the index by factor analysis of the score components and correlation with multiple common assessments of lower extremity impairment and function. RESULTS The ABLE consists of four components summed for a maximum possible score of 12. The components include self-selected walking speed (SSWS), speed change from SSWS to fastest speed, non-paretic leg step length change from SSWS to fastest speed, and peak paretic leg ankle power. The ABLE revealed good concurrent validity with all recorded functional assessments. Factor analysis suggested that the ABLE measures two factors: one for forward progression and another for speed adaptability. SIGNIFICANCE The ABLE offers a straightforward, objective measure of walking function in adults, including individuals with chronic stroke. The index may also prove useful as a screening tool for subclinical pathology in community-dwelling older adults, but further testing is required. We encourage utilization of this index and reproduction of findings to adapt and refine the instrument for wider use and eventual clinical application.
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Affiliation(s)
- Caitlin L Banks
- Biomechanics, Rehabilitation, and Integrative Neuroscience (BRaIN) Lab, Department of Physical Medicine and Rehabilitation, UC Davis School of Medicine, Sacramento, CA, USA; UC Davis Center for Neuroengineering and Medicine, Davis, CA, USA; Biomedical Engineering Graduate Group, UC Davis, Davis, CA, USA; VA Northern California Health Care System, Martinez, CA, USA
| | - Carolynn Patten
- Biomechanics, Rehabilitation, and Integrative Neuroscience (BRaIN) Lab, Department of Physical Medicine and Rehabilitation, UC Davis School of Medicine, Sacramento, CA, USA; UC Davis Center for Neuroengineering and Medicine, Davis, CA, USA; Biomedical Engineering Graduate Group, UC Davis, Davis, CA, USA; VA Northern California Health Care System, Martinez, CA, USA.
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Bansal K, Vistamehr A, Conroy CL, Fox EJ, Rose DK. The influence of backward versus forward locomotor training on gait speed and balance control post-stroke: Recovery or compensation? J Biomech 2023; 155:111644. [PMID: 37229888 DOI: 10.1016/j.jbiomech.2023.111644] [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: 05/12/2022] [Revised: 04/25/2023] [Accepted: 05/16/2023] [Indexed: 05/27/2023]
Abstract
Backward walking training has been reported to improve gait speed and balance post-stroke. However, it is not known if gains are achieved through recovery of the paretic limb or compensations from the nonparetic limb. The purpose of this study was to compare the influence of backward locomotor training (BLT) versus forward locomotor training (FLT) on gait speed and dynamic balance control, and to quantify the underlying mechanisms used to achieve any gains. Eighteen participants post chronic stroke were randomly assigned to receive 18 sessions of either FLT (n = 8) or BLT (n = 10). Pre- and post-intervention outcomes included gait speed (10-meter Walk Test) and forward propulsion (time integral of anterior-posterior ground-reaction-forces during late stance for each limb). Dynamic balance control was assessed using clinical (Functional Gait Assessment) and biomechanical (peak-to-peak range of whole-body angular-momentum in the frontal plane) measures. Balance confidence was assessed using the Activities-Specific Balance Confidence scale. While gait speed and balance confidence improved significantly within the BLT group, these improvements were associated with an increased nonparetic limb propulsion generation, suggesting use of compensatory mechanisms. Although there were no improvements in gait speed within the FLT group, paretic limb propulsion generation significantly improved post-FLT, suggesting recovery of the paretic limb. Neither training group improved in dynamic balance control, implying the need of balance specific training along with locomotor training to improve balance control post-stroke. Despite the within-group differences, there were no significant differences between the FLT and BLT groups in the achieved gains in any of the outcomes.
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Affiliation(s)
- Kanika Bansal
- Department of Physical Therapy, University of Mount Union, Alliance, OH, USA.
| | - Arian Vistamehr
- Motion Analysis Center & Clinical Research Center, Brooks Rehabilitation, Jacksonville, FL, USA
| | - Christy L Conroy
- Motion Analysis Center & Clinical Research Center, Brooks Rehabilitation, Jacksonville, FL, USA
| | - Emily J Fox
- Motion Analysis Center & Clinical Research Center, Brooks Rehabilitation, Jacksonville, FL, USA; Department of Physical Therapy, University of Florida, Gainesville, FL, USA
| | - Dorian K Rose
- Motion Analysis Center & Clinical Research Center, Brooks Rehabilitation, Jacksonville, FL, USA; Department of Physical Therapy, University of Florida, Gainesville, FL, USA; Brain Rehabilitation Research Center, Malcolm Randall Veterans Affair Medical Center, Gainesville, FL, USA
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Cohen JC, de Souza Muniz AM, Carvalho Junior RB, de Oliveira HLC, Miranda ST, Gomes MK, da Cunha AJLA, Menegaldo LL. Gait analysis of leprosy patients with foot drop using principal component analysis. Clin Biomech (Bristol, Avon) 2023; 105:105983. [PMID: 37167843 DOI: 10.1016/j.clinbiomech.2023.105983] [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: 12/26/2022] [Revised: 04/25/2023] [Accepted: 05/01/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Peripheral nerve injury caused by leprosy can lead to foot drop, resulting in an altered gait pattern that has not been previously described using 3D gait analysis. METHODS Gait kinematics and dynamics were analyzed in 12 patients with unilateral foot drop caused by leprosy and in 15 healthy controls. Biomechanical data from patients' affected and unaffected limbs were compared with controls using inferential statistics and a standard distance, based on principal components analysis (PCA). FINDINGS Patients walked slower than controls (0.8 ± 0.2 vs. 1.1 ± 0.2 m/s, p = 0.003), with a reduced stance and increased swing percentage. The affected limb increased (p < 0.05) plantar flexion at the initial contact (-16.8o ± 8.3), terminal stance (-29.1o ± 11.5), and swing (-12.4o ± 6.2) in the affected limb compared to unaffected (-6.6o ± 10.3; -14.6o ± 11.6; 2.4o ± 7.6) and controls (-5.4o ± 2.5; -18.8o ± 5.8; -1.4o ± 3.9). Increased pelvic tilt and knee adduction/abduction range, with lower hip adduction, were observed. The second peak of ground reaction force (98.6 ± 5.2 %BW), ankle torque (0.99 ± 0.33 Nm/kg), and net ankle work in stance (-0.03 ± 5.4 J/Kg) decreased in the affected limb compared to controls (104.1 ± 5.5 %BW; 1.24 ± 0.4 Nm/kg; -4.58 ± 5.19 J/kg; p < 0.05). There were decreasing multivariate standard distances in the affected limb compared with the unaffected and controls. PCA loading factors highlighted the major differences between groups. INTERPRETATION Leprosy patients with foot drop presented altered gait patterns in affected and unaffected limbs. There were remarkable differences in ankle kinematics and dynamics. Rehabilitation devices, such as ankle foot orthosis or tendon transfer surgeries to increase ankle dorsiflexion, could benefit these patients and reduce deviations from normal gait.
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Affiliation(s)
- Jose Carlos Cohen
- Hospital Universitário, Universidade Federal do Rio de Janeiro (UFRJ), Brazil
| | - Adriane Mara de Souza Muniz
- Programa de Engenharia Biomédica (PEB/COPPE), Universidade Federal do Rio de Janeiro (UFRJ), Brazil; Escola de Educação Física do Exército (EsEFEx) - (Brazilian Army), Brazil
| | | | | | - Silvana T Miranda
- Hospital Universitário, Universidade Federal do Rio de Janeiro (UFRJ), Brazil
| | - Maria Kátia Gomes
- Hospital Universitário, Universidade Federal do Rio de Janeiro (UFRJ), Brazil
| | | | - Luciano L Menegaldo
- Programa de Engenharia Biomédica (PEB/COPPE), Universidade Federal do Rio de Janeiro (UFRJ), Brazil.
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Myojin S, Yasumura H, Takashiba J, Morioka S. Effect of disturbance stimulation using a split-belt treadmill on a patient with cerebellar ataxia: a case report. J Med Case Rep 2023; 17:58. [PMID: 36800976 PMCID: PMC9938966 DOI: 10.1186/s13256-023-03777-5] [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: 01/11/2022] [Accepted: 01/16/2023] [Indexed: 02/20/2023] Open
Abstract
PURPOSE We present the case of a patient with cerebellar ataxia who was treated with walking practice using a split-belt treadmill with disturbance stimulation. The treatment effects were evaluated for improvements in standing postural balance and walking ability. CASE PRESENTATION The patient was a 60-year-old Japanese male who developed ataxia after cerebellar hemorrhage. Assessment was performed using the Scale for the Assessment and Rating of Ataxia, Berg Balance Scale, and Timed Up-and-Go tests. A 10 m walking speed and walking rate were also assessed longitudinally. The obtained values were fit into a linear equation (y = ax + b), and the slope was calculated. This slope was then used as the predicted value for each period relative to the pre-intervention value. After removing the trend of the value for each period relative to the pre-intervention value, the amount of pre- to post-intervention change for each period was calculated to verify the intervention effect. Furthermore, to verify the changes in gait over time, a three-dimensional motion analyzer was used to analyze the pre- and post-intervention gait five times, and the results were kinematically compared. RESULTS No significant pre- to post-intervention changes were observed in the Scale for the Assessment and Rating of Ataxia scores. Conversely, the Berg Balance Scale score, walking rate, and 10 m walking speed increased, and the Timed Up-and-Go score decreased in the B1 period, indicating a marked improvement from the predicted results based on the linear equation. For changes in gait determined using three-dimensional motion analysis, an increase in stride length was observed in each period. CONCLUSION The present case findings suggest that walking practice with disturbance stimulation using a split-belt treadmill does not improve inter-limb coordination, but contributes to improving standing posture balance, 10 m walking speed, and walking rate.
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Affiliation(s)
- Saho Myojin
- Chikamori Rehabilitation Hospital, 2-1 Nijyudaicho, Kochi, 780-0843 Japan
| | - Hiroyuki Yasumura
- Chikamori Rehabilitation Hospital, 2-1 Nijyudaicho, Kochi, 780-0843 Japan
| | - Jun Takashiba
- Chikamori Rehabilitation Hospital, 2-1 Nijyudaicho, Kochi, 780-0843 Japan
| | - Shu Morioka
- Neurorehabilitation Research Center, Kio University, 4-2-2 Umaminaka, Koryo, Kitakatsuragi, Nara, 635-0832, Japan.
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Mizrachi N, Bar-Haim S, Treger I, Melzer I. Unilaterally Applied Resistance to Swing Leg Shows a Different Adaptation Pattern Compared to Split-Belt Treadmill in Patients with Stroke. Brain Sci 2023; 13:brainsci13020264. [PMID: 36831806 PMCID: PMC9954706 DOI: 10.3390/brainsci13020264] [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: 01/04/2023] [Revised: 01/25/2023] [Accepted: 01/28/2023] [Indexed: 02/09/2023] Open
Abstract
Persons with chronic stroke (PwCS) have a decreased ability to ambulate and walk independently. We aimed to investigate the differences between the motor adaptation process for two different perturbation methods: split-belt treadmill walking and unilaterally applied resistance to the swing leg during walking. Twenty-two PwCS undergo split-belt treadmill walking and unilaterally applied resistance to the swing leg during walking, each one week apart. The test included three phases: the baseline period, the early-adaptation period and the late-adaptation period, as well as the early-de-adaptation period and the late-de-adaptation period. The average step length, swing duration, double-limb support duration, and coefficient of variance (CV) of these parameters were measured. During the split-belt treadmill walking, PwCS showed an adaptation of double-limb support duration symmetry (p = 0.004), specifically a trend between baseline versus early-adaptation (p = 0.07) and an after-effect (late-adaptation compare to early-de-adaptation, p = 0.09). In unilaterally applied resistance to the swing leg during walking, PwCS showed lower swing phase duration CV, in the adaptation period (baseline compare to adaptation, p = 0.006), and a trend toward increased variability of gait in the de-adaptation period compare to the adaptation periods (p = 0.099). The rate of adaptation and de-adaptation were alike between the two perturbation methods. Our findings show that the learning process happening in the central nervous system of PwCS may be dependent on the nature of the perturbation (mechanical resistance vs. split-belt) and that PwCS are able to adapt to two types of errors.
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Affiliation(s)
- Nama Mizrachi
- Physical Therapy Department, Faculty of Health Sciences, Recanati School of Community Health Professions, Ben-Gurion University of the Negev, Beer-Sheva 84417, Israel
| | - Simona Bar-Haim
- Physical Therapy Department, Faculty of Health Sciences, Recanati School of Community Health Professions, Ben-Gurion University of the Negev, Beer-Sheva 84417, Israel
- The BGU Adi-Negev Translational Laboratory, Merhavim Regional Council, Ofakim 80300, Israel
| | - Iuly Treger
- Rehabilitation Department, Soroka University Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84417, Israel
| | - Itshak Melzer
- Physical Therapy Department, Faculty of Health Sciences, Recanati School of Community Health Professions, Ben-Gurion University of the Negev, Beer-Sheva 84417, Israel
- Correspondence:
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Ahmed GM, Fahmy EM, Ibrahim MF, Nassief AA, Elshebawy H, Mahfouz MM, Elzanaty MY. Efficacy of rhythmic auditory stimulation on gait parameters in hemiplegic stroke patients: a randomized controlled trial. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2023. [DOI: 10.1186/s41983-023-00606-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Abstract
Background
Gait disorders which caused by stroke are one of the most common causes of functional disabilities in hemiparetic stroke patients that leads to significant impact on quality of life and financial cost. In this study, we focused on how certain gait metrics in stroke patients were affected by rhythmic auditory stimulation and treadmill training.
Results
In this randomized controlled experiment, which involved 30 male stroke patients, there was a significant increase in post treatment walking speed, step cycle, step length, percent of time on each foot and ambulation index in both groups. The post treatment improvement in gait parameters was significantly higher in the study group compared to the controls.
Conclusions
Combination of rhythmic auditory stimulation with treadmill training enhances the gait performance.
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Bansal K, Clark DJ, Fox EJ, Conroy C, Freeborn P, Rose DK. Spatiotemporal strategies adopted to walk at fast speed in high- and low-functioning individuals post-stroke: a cross-sectional study. Top Stroke Rehabil 2023; 30:1-10. [PMID: 36524626 DOI: 10.1080/10749357.2021.2008593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Walking at fast speed is a gait training strategy post-stroke. It is unknown how faster-than-preferred pace impacts spatiotemporal gait characteristics in survivors with different functional abilities. OBJECTIVE To test the hypothesis that compared to high-functioning individuals, low-functioning individuals will be limited in modifying spatiotemporal gait parameters for walking at faster-than-preferred speed, and these limitations are associated with fear of falling. METHODS Forty-two adults, 17.6 ± 14.6 months post-stroke, traversed an instrumented walkway at preferred and fast speeds. Participants were categorized to a low-functioning group (LFG) (n = 20; <0.45 m/s) and high-functioning group (HFG) (n = 22; ≥0.45 m/s). Cadence, step length, stance time and spatiotemporal asymmetry measures were calculated. The Modified Falls-efficacy Scale examined fear of falling. Multivariate and correlational analysis tested hypotheses. RESULTS Increased speed from preferred to fast pace was significantly greater for HFG (0.27 ± 0.03 m/s) than LFG (0.10 ± 0.02 m/s) (p ≤ 0.001). Cadence gain from preferred to fast pace did not differ between groups. However, HFG exhibited greater change in paretic (∆6.1 ± 1.37 cm; p < .001) and non-paretic step lengths (∆4.5 ± 1.37 cm; p = .003) than LFG. Spatiotemporal asymmetry did not change for either group. Fear of falling had moderately positive correlation with ∆paretic step length (r = 0.43; p = .004) and ∆non-paretic step length (r = 0.32; p = .035). CONCLUSIONS While both low- and high-functioning individuals used a step-lengthening strategy to walk at faster-than-preferred speeds, the gain in step lengths was limited in low-functioning individuals and was partially explained by falls-efficacy.
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Affiliation(s)
- Kanika Bansal
- Department of Physical Therapy, University of Florida, Gainesville, FL.,Brooks Rehabilitation, Clinical Research Center, Jacksonville, FL
| | - David J Clark
- Department of Physical Therapy, University of Florida, Gainesville, FL.,Malcom Randall VAMC, Brain Rehabilitation Center, Gainesville, FL
| | - Emily J Fox
- Department of Physical Therapy, University of Florida, Gainesville, FL.,Brooks Rehabilitation, Clinical Research Center, Jacksonville, FL
| | - Christy Conroy
- Brooks Rehabilitation, Clinical Research Center, Jacksonville, FL
| | | | - Dorian K Rose
- Department of Physical Therapy, University of Florida, Gainesville, FL.,Brooks Rehabilitation, Clinical Research Center, Jacksonville, FL.,Malcom Randall VAMC, Brain Rehabilitation Center, Gainesville, FL
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Kim KI, Im SC, Kim K. Effects of trunk stabilization exercises using laser pointer visual feedback in patients with chronic stroke: A randomized controlled study. Technol Health Care 2023; 31:471-483. [PMID: 36120797 DOI: 10.3233/thc-220100] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Many previous studies have cited the importance of trunk stabilization exercises in patients with stroke. However, the evidence for optimal trunk stabilization exercises for patients with stroke is still lacking. OBJECTIVE To investigate the effects of laser pointer visual feedback in trunk stabilization exercises that are important for improving trunk dysfunction in patients with stroke. METHODS In total, 30 patients with chronic stroke were randomly assigned to experimental and control groups. The experimental group underwent a traditional stroke rehabilitation program and trunk stabilization exercises using laser pointer visual feedback. The control group underwent a traditional stroke rehabilitation program and trunk stabilization exercises without visual feedback. Pre- and postintervention results after 6 weeks were evaluated using the Berg Balance Scale, static and dynamic plantar pressure, 10-m walk test, and the Korean version of the Fall Efficacy Scale. The results were analyzed using a general linear repeated measurement model. RESULTS Both groups showed significant improvements in BBS scores, static plantar pressure, dynamic plantar pressure, 10 MWT, and K-FES scores after 6 weeks of intervention (P< 0.05). Compared to the control group, significant improvements were observed in the experimental group in the Berg Balance Scale scores, dynamic paretic posterior plantar pressure, 10-m walk test, and Korean version of the Fall Efficacy Scale scores (P< 0.025). CONCLUSION Our results demonstrated the effectiveness of visual feedback during trunk stabilization exercises for resolving trunk dysfunction in patients with stroke. Trunk stabilization exercises using laser pointer visual feedback have been found to be more effective in balance, walking, and fall efficacy in patients with stroke.
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Seamon BA, Bowden MG, Kindred JH, Embry AE, Kautz SA. Transcranial Direct Current Stimulation Electrode Montages May Differentially Impact Variables of Walking Performance in Individuals Poststroke: A Preliminary Study. J Clin Neurophysiol 2023; 40:71-78. [PMID: 34009847 PMCID: PMC8497641 DOI: 10.1097/wnp.0000000000000848] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
PURPOSE Transcranial direct current stimulation (tDCS) has mixed effects on walking performance in individuals poststroke. This is likely the result of variations in tDCS electrode montages and individualized responses. The purpose of this study was to quantify the effects of a single session of tDCS using various electrode montages on poststroke walking performance. METHODS Individuals with chronic stroke ( n = 16) participated in a double-blind, randomized cross-over study with sham stimulation and three tDCS electrode montages. Gait speed, paretic step ratio, and paretic propulsion were assessed prestimulation and poststimulation at self-selected and fastest comfortable speeds. Changes in muscle activation patterns with self-selected walking were quantified by the number of modules derived from nonnegative matrix factorization of EMG signals for hypothesis generation. RESULTS There was no significant effect of active stimulation montages compared with sham. Comparisons between each participant's best response to tDCS and sham show personalized tDCS may have a positive effect on fastest comfortable overground gait speed ( P = 0.084), paretic step ratio ( P = 0.095) and paretic propulsion ( P = 0.090), and self-selected paretic step ratio ( P = 0.012). Participants with two or three modules at baseline increased module number in response to the all experimental montages and sham, but responses were highly variable. CONCLUSIONS A single session of tDCS may affect clinical and biomechanical walking performance, but effects seem to be dependent on individual response variability to different electrode montages. Findings of this study are consistent with responses to various tDCS electrode montages being the result of underlying neuropathology, and the authors recommend examining how individual factors affect responses to tDCS.
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Affiliation(s)
- Bryant A. Seamon
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC 29401, USA
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, 77 President Street, Charleston, SC 29425, USA
| | - Mark G. Bowden
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC 29401, USA
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, 77 President Street, Charleston, SC 29425, USA
- Division of Physical Therapy, College of Health Professions, Medical University of South Carolina, 151-B Rutledge Avenue, Charleston, SC 29425, USA
| | - John H. Kindred
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC 29401, USA
- Division of Physical Therapy, College of Health Professions, Medical University of South Carolina, 151-B Rutledge Avenue, Charleston, SC 29425, USA
| | - Aaron E. Embry
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC 29401, USA
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, 77 President Street, Charleston, SC 29425, USA
- Division of Physical Therapy, College of Health Professions, Medical University of South Carolina, 151-B Rutledge Avenue, Charleston, SC 29425, USA
| | - Steven A. Kautz
- Ralph H. Johnson VA Medical Center, 109 Bee St, Charleston, SC 29401, USA
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, 77 President Street, Charleston, SC 29425, USA
- Division of Physical Therapy, College of Health Professions, Medical University of South Carolina, 151-B Rutledge Avenue, Charleston, SC 29425, USA
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Liu LY, Sangani S, Patterson KK, Fung J, Lamontagne A. Instantaneous effect of real-time avatar visual feedback on interlimb coordination during walking post-stroke. Clin Biomech (Bristol, Avon) 2022; 100:105821. [PMID: 36435074 DOI: 10.1016/j.clinbiomech.2022.105821] [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: 07/14/2022] [Revised: 11/08/2022] [Accepted: 11/09/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Gait asymmetry, which is common after stroke, is typically characterized using spatiotemporal parameters of gait that do not consider the aspect of movement coordination. In this manuscript, we examined whether an avatar-based feedback provided as a single-session intervention to improve gait symmetry also improved inter-limb coordination among people with stroke and we examined the relationship between changes in coordination and step length symmetry. METHODS Twelve stroke participants walked on a self-paced treadmill with and without a self-avatar that replicated their locomotor movements in real time. Continuous relative phase and angular coefficient of correspondence calculated using bilateral sagittal hip movements were used to quantify temporal and spatial interlimb coordination, respectively. Spatial gait symmetry, previously shown to improve with the avatar feedback, was quantified using step length ratio between both limbs, with the largest value as numerator. FINDINGS Participants who improved their spatial symmetry during avatar exposure also improved their temporal coordination, while spatial coordination remained unchanged. Overall, improvements in spatial symmetry correlated positively with improvements in temporal coordination. The non-paretic hip and paretic ankle angle excursion in the sagittal plane also significantly increased during avatar exposure. INTERPRETATION Improvements in gait symmetry may be explained by changes in interlimb coordination. Current data and existing literature further suggest that such improvements are largely driven by adaptations in non-paretic leg movements, notably at the hip. By providing real-time information on walking movements not affordable in other ways, avatar-based feedback shows great potential to improve gait symmetry and interlimb coordination post-stroke.
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Affiliation(s)
- Le Yu Liu
- School of Physical and Occupational Therapy of McGill University, 3654 Promenade Sir-William-Osler, Montreal H3G1Y5, Canada; Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital site of CISSS-Laval and research site of the Montreal Centre for Interdisciplinary Research in Rehabilitation (CRIR), 3205 Pl. Alton-Goldbloom, Laval H7V 1R2, Canada.
| | - Samir Sangani
- Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital site of CISSS-Laval and research site of the Montreal Centre for Interdisciplinary Research in Rehabilitation (CRIR), 3205 Pl. Alton-Goldbloom, Laval H7V 1R2, Canada
| | - Kara K Patterson
- Department of Physical Therapy of University of Toronto, 160-500 University Ave, Toronto M5G 1V7, Canada; KITE-University Health Network, 550 University Ave #12-165, Toronto M5G 2A2, Canada.
| | - Joyce Fung
- School of Physical and Occupational Therapy of McGill University, 3654 Promenade Sir-William-Osler, Montreal H3G1Y5, Canada; Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital site of CISSS-Laval and research site of the Montreal Centre for Interdisciplinary Research in Rehabilitation (CRIR), 3205 Pl. Alton-Goldbloom, Laval H7V 1R2, Canada.
| | - Anouk Lamontagne
- School of Physical and Occupational Therapy of McGill University, 3654 Promenade Sir-William-Osler, Montreal H3G1Y5, Canada; Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital site of CISSS-Laval and research site of the Montreal Centre for Interdisciplinary Research in Rehabilitation (CRIR), 3205 Pl. Alton-Goldbloom, Laval H7V 1R2, Canada.
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Seth M, Coyle PC, Pohlig RT, Beisheim EH, Horne JR, Hicks GE, Sions JM. Gait asymmetry is associated with performance-based physical function among adults with lower-limb amputation. Physiother Theory Pract 2022; 38:3108-3118. [PMID: 34657569 PMCID: PMC9013390 DOI: 10.1080/09593985.2021.1990449] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 06/10/2021] [Accepted: 09/05/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Adults with lower-limb amputation walk with an asymmetrical gait and exhibit poor functional outcomes, which may negatively impact quality-of-life. OBJECTIVE To evaluate associations between gait asymmetry and performance-based physical function among adults with lower-limb amputation. METHODS A cross-sectional study involving 38 adults with a unilateral transtibial (N = 24; 62.5 ± 10.5 years) or transfemoral amputation (N = 14; 59.9 ± 9.5 years) was conducted. Following gait analysis (capturing step length and stance time asymmetry at self-selected (SSWS) and fast walking speeds (FWS)), participants completed performance-based measures (i.e. Timed Up and Go (TUG), the 10-Meter Walk Test (10mwt), and the 6-Minute Walk Test (6MWT)). RESULTS Step length and stance time asymmetry (at SSWS and FWS) were significantly correlated with each performance-based measure (p < .001 to p = .035). Overall, models with gait measures obtained at SSWS explained 40.1%, 46.8% and 40.1% of the variance in TUG-time (p = .022), 10mwt-speed (p = .003) and 6MWT-distance (p = .010), respectively. Models with gait measures obtained at FWS explained 70.0%, 59.8% and 51.8% of the variance in TUG-time (p < .001), 10mwt-speed (p < .001), and 6MWT-distance (p < .001), respectively. CONCLUSIONS Increases in step length or stance time asymmetry are associated with increased TUG-time, slower 10mwt-speed, and reduced 6MWT-distance. Findings suggest gait asymmetry may be a factor in poor functional outcomes following lower-limb amputation.
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Affiliation(s)
- Mayank Seth
- Delaware Limb Loss Studies, Department of Physical Therapy, University of Delaware, Newark DE
| | - Peter C Coyle
- Delaware Spine Studies, Department of Physical Therapy, University of Delaware, Newark DE
| | - Ryan T Pohlig
- Biostatistics Core Facility, University of Delaware, Newark, DE
| | - Emma H Beisheim
- Delaware Limb Loss Studies, Department of Physical Therapy, University of Delaware, Newark DE
| | - John R Horne
- Independence Prosthetics-Orthotics, Inc., Newark, DE
| | - Gregory E Hicks
- Delaware Spine Studies, Department of Physical Therapy, University of Delaware, Newark DE
| | - Jaclyn Megan Sions
- Delaware Limb Loss Studies, Department of Physical Therapy, University of Delaware, Newark DE
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Srivastava S, Seamon BA, Marebwa BK, Wilmskoetter J, Bowden MG, Gregory CM, Seo NJ, Hanlon CA, Bonilha L, Brown TR, Neptune RR, Kautz SA. The relationship between motor pathway damage and flexion-extension patterns of muscle co-excitation during walking. Front Neurol 2022; 13:968385. [PMID: 36388195 PMCID: PMC9650203 DOI: 10.3389/fneur.2022.968385] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 10/12/2022] [Indexed: 01/16/2023] Open
Abstract
Background Mass flexion-extension co-excitation patterns during walking are often seen as a consequence of stroke, but there is limited understanding of the specific contributions of different descending motor pathways toward their control. The corticospinal tract is a major descending motor pathway influencing the production of normal sequential muscle coactivation patterns for skilled movements. However, control of walking is also influenced by non-corticospinal pathways such as the corticoreticulospinal pathway that possibly contribute toward mass flexion-extension co-excitation patterns during walking. The current study sought to investigate the associations between damage to corticospinal (CST) and corticoreticular (CRP) motor pathways following stroke and the presence of mass flexion-extension patterns during walking as evaluated using module analysis. Methods Seventeen healthy controls and 44 stroke survivors were included in the study. We used non-negative matrix factorization for module analysis of paretic leg electromyographic activity. We typically have observed four modules during walking in healthy individuals. Stroke survivors often have less independently timed modules, for example two-modules presented as mass flexion-extension pattern. We used diffusion tensor imaging-based analysis where streamlines connecting regions of interest between the cortex and brainstem were computed to evaluate CST and CRP integrity. We also used a coarse classification tree analysis to evaluate the relative CST and CRP contribution toward module control. Results Interhemispheric CST asymmetry was associated with worse lower extremity Fugl-Meyer score (p = 0.023), propulsion symmetry (p = 0.016), and fewer modules (p = 0.028). Interhemispheric CRP asymmetry was associated with worse lower extremity Fugl-Meyer score (p = 0.009), Dynamic gait index (p = 0.035), Six-minute walk test (p = 0.020), Berg balance scale (p = 0.048), self-selected walking speed (p = 0.041), and propulsion symmetry (p = 0.001). The classification tree model reveled that substantial ipsilesional CRP or CST damage leads to a two-module pattern and poor walking ability with a trend toward increased compensatory contralesional CRP based control. Conclusion Both CST and CRP are involved with control of modules during walking and damage to both may lead to greater reliance on the contralesional CRP, which may contribute to a two-module pattern and be associated with worse walking performance.
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Affiliation(s)
- Shraddha Srivastava
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,*Correspondence: Shraddha Srivastava
| | - Bryant A. Seamon
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,Division of Physical Therapy, Department of Rehabilitation Sciences, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
| | - Barbara K. Marebwa
- Department of Neurology, College of Medicine, Medical University of South Carolina, Charleston, SC, United States
| | - Janina Wilmskoetter
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
| | - Mark G. Bowden
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,Division of Physical Therapy, Department of Rehabilitation Sciences, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
| | - Chris M. Gregory
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,Division of Physical Therapy, Department of Rehabilitation Sciences, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
| | - Na Jin Seo
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,Division of Occupational Therapy, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
| | - Colleen A. Hanlon
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Leonardo Bonilha
- Department of Neurology, College of Medicine, Medical University of South Carolina, Charleston, SC, United States
| | - Truman R. Brown
- Department of Radiology and Radiological Science, College of Medicine, Medical University of South Carolina, Charleston, SC, United States
| | - Richard R. Neptune
- Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, TX, United States
| | - Steven A. Kautz
- Ralph H. Johnson VA Medical Center, Charleston, SC, United States,Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States,Division of Physical Therapy, Department of Rehabilitation Sciences, College of Health Professions, Medical University of South Carolina, Charleston, SC, United States
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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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Linking gait mechanics with perceived quality of life and participation after stroke. PLoS One 2022; 17:e0274511. [PMID: 36129881 PMCID: PMC9491527 DOI: 10.1371/journal.pone.0274511] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 08/26/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Individuals with hemiparesis following stroke often experience a decline in the paretic limb’s anteriorly directed ground reaction force during walking (i.e., limb propulsive force). Gait speed and walking capacity have been independently associated with paretic limb propulsion, quality of life, and participation in people with stroke. However, it is unclear as to the extent that underlying limb mechanics (i.e., propulsion) play in influencing perceptions of quality of life and participation. We therefore sought to determine the role of limb propulsion during gait on the perception of quality of life and participation in people following stroke.
Methods
This study is a secondary analysis of individuals involved in a gait retraining randomized control trial. Gait speed, walking capacity, limb propulsion, Stroke Impact Scale, and average daily step counts were assessed prior to and following 6 weeks of training. The pre-training data from 40 individuals were analyzed cross-sectionally using Pearson and Spearman correlations, to evaluate the potential relationship between limb propulsion (ratio of paretic limb propulsion to total propulsion) with gait speed, gait capacity, perceived quality of life domains, and average daily step counts. Partial correlations were used to control for gait speed. Thirty-one individuals were assessed longitudinally for the same relationships.
Results
We observed a training effect for gait speed, walking capacity, and some quality of life measures. However, after controlling for gait speed, we observed no significant (p≤0.05) correlations in the cross-sectional and longitudinal analyses.
Significance
After controlling for the influence of gait speed, paretic limb propulsion is not directly related to perceived quality of life or participation. Although limb propulsion may not have a direct effect on participant’s perceived quality of life, it appears to be an important factor to enhance gait performance, and therefore may be important to target in rehabilitation, when feasible.
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