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Petelina NT, Shorter AL, Winter AG. Hip Trajectory Error: A Framework for Designing and Evaluating Passive Prosthetic Feet for People With an Above-Knee Amputation. J Biomech Eng 2025; 147:061002. [PMID: 40172054 DOI: 10.1115/1.4068336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 02/24/2025] [Indexed: 04/04/2025]
Abstract
This paper presents a novel hip trajectory error (HTE) framework for designing prosthetic feet specifically for people with an above-knee amputation. Finding a high-performance prosthetic foot for people with an above-knee amputation can greatly improve mobility and prosthesis satisfaction of a user and provide a predictable interaction with the knee prosthesis. The HTE framework accounts for the lack of early and midstance knee flexion, a common gait deviation in people with above-knee amputation compared to people with a below-knee amputation and able-bodied subjects. The goal of the HTE framework is to design prosthetic feet that closely replicate able-bodied hip motion, a kinematic target that is correlated with sufficient shock absorption lost due to the lack of knee flexion during early and midstance. This paper presents a design process to optimize HTE prosthetic feet and shows that the performance of the foot is not constrained by ankle height determined by the prosthetic knee choice. In simulation, HTE feet also demonstrate a closer replication of able-bodied hip motion compared to lower leg trajectory error framework, which designs prosthetic feet specifically for people with a below-knee amputation. The HTE framework may provide the above-knee amputee population around the world with high-performance prosthetic feet designed specifically for their needs, which could improve the overall function of the prosthetic limb and user satisfaction.
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Affiliation(s)
- Nina T Petelina
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Amanda L Shorter
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139
| | - Amos G Winter
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139
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2
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Lathouwers E, Maricot A, Tassignon B, Geers S, Flynn L, Verstraten T, De Pauw K. User accommodation to an active microprocessor-controlled knee in individuals with unilateral transfemoral amputation: a 5-week non-randomized trial. J Neuroeng Rehabil 2025; 22:105. [PMID: 40329316 PMCID: PMC12057274 DOI: 10.1186/s12984-025-01637-5] [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: 10/01/2024] [Accepted: 04/22/2025] [Indexed: 05/08/2025] Open
Abstract
BACKGROUND Evaluation studies on active microprocessor-controlled knees (AMPK) in individuals with unilateral transfemoral amputation (TFA) are lacking in the literature. Furthermore, research on user accommodation to AMPK remains to be investigated. Hence, this study aims to conduct a comparison between an AMPK and individual's current prosthesis and assess the accommodation to using an AMPK during daily activities over a 5-week period on functional performance tests. METHODS Participants with TFA completed a protocol comprising L-test, slope walking, level walking (2MWT) and dual-task level walking (dual-2MWT) once a week with their current prosthesis and the AMPK. The outcomes of interest were the distance covered during the 2MWT and dual-2MWT, time required to perform the L-test, accuracy of the serial subtractions during the dual-2MWT, heart rate (HR), rating of perceived exertion, fatigue, comfort and perceived workload. Generalised least-squared models were built to investigate differences in prosthetic conditions over time. Pearson correlations were calculated to determine associations between the performance and subjective outcomes. The level of significance was set at 0.05. RESULTS Seven participants (age = 53 years ± 14 years) completed the study. Over time, the AMPK participants took longer to complete the L-test than their current prosthesis (p < 0.001). They reported higher fatigue (p = 0.033), lower comfort (p = 0.010), and higher perceived exertion with the AMPK (p = 0.048). Slope walking showed no significant walking speed or HR differences except higher HR with the AMPK in session 3 (p = 0.032). Dual-task level walking demonstrated lower walking speed with the AMPK (p = 0.035) and more responses to serial subtractions in sessions two (p = 0.043) and four (p = 0.023). No other differences between conditions were found on one of the functional tests. Weak associations (|r|= 0-0.5) were observed between performance and subjective measures. CONCLUSION Using the AMPK highlights initial challenges in task completion times and subjective comfort and fatigue levels. Our findings indicate that five one-hour sessions are insufficient for achieving user accommodation, and underscore the need for further research with a larger sample, continued prosthetic use and user accommodation to enhance prosthetic functioning and user experiences. TRIAL REGISTRATION NCT05407545.
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Affiliation(s)
- Elke Lathouwers
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
- Brussels Human Robotics Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Alexandre Maricot
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Bruno Tassignon
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
- Faculty of Rehabilitation Sciences, REVAL Rehabilitation Research Center, Hasselt University, Diepenbeek, Belgium
| | - Sybille Geers
- Unit of Physical and Rehabilitation Medicine, Ghent University Hospital, 9000, Ghent, Belgium
| | - Louis Flynn
- Brussels Human Robotics Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium
- Robotics & Multibody Mechanics Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Tom Verstraten
- Brussels Human Robotics Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium
- Robotics & Multibody Mechanics Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Kevin De Pauw
- Human Physiology and Sports Physiotherapy Research Group, Vrije Universiteit Brussel, 1050, Brussels, Belgium.
- Brussels Human Robotics Research Center (BruBotics), Vrije Universiteit Brussel, 1050, Brussels, Belgium.
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Phelps C, Hutchings PB, Stokes T, Cooke Z, Williams M, Jenkins S. The impact of a customized aesthetic prosthetic leg cover on social interaction cues and attitudes in the general UK population: Two experimental studies. Prosthet Orthot Int 2025; 49:173-178. [PMID: 39392872 DOI: 10.1097/pxr.0000000000000396] [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: 09/16/2023] [Accepted: 07/29/2024] [Indexed: 10/13/2024]
Abstract
OBJECTIVES To explore the impact of an aesthetic prosthetic leg cover on attitudes toward individuals with lower-limb amputation and associated social interaction cues among the general UK population. STUDY DESIGN Two novel experimental methodologies. METHODS In study 1, participants (n = 188) viewed 1 of 3 images of an individual: (1) wearing a traditional stem prosthetic, (2) wearing an aesthetic leg cover, or (3) as a nonamputee. They then completed an attitude scale and rated the personality of the individual using the 10-item Big Five Inventory. Study 2 (n = 31) used eye tracking and facial expression software to explore gaze and facial arousal when viewing 1 of 9 manipulated videos of the same individual talking about 3 different scenarios. RESULTS In study 1, the aesthetic leg cover led to significantly higher ratings of agreeableness than stem and nonamputee images and significantly higher ratings of extraversion than the nonamputee image. Attitudes toward an individual with a prosthesis did not significantly differ depending on which image they viewed and were generally positive. In study 2, all participants focused mainly on the individual's face regardless of scenario topic or leg condition, although participants focused more around the leg cover in more active contexts. CONCLUSIONS Customized aesthetic leg covers may help individuals living with amputation to be perceived more positively in social situations. These experimental methodologies could be extended to explore the differential impact of context, functionality, and activity of specific types of customized aesthetic prosthetics and could help inform shared decision-making processes in clinical settings.
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Affiliation(s)
- Ceri Phelps
- Centre for Psychology and Counselling, University of Wales Trinity Saint David, Wales, United Kingdom
| | - Paul Barry Hutchings
- Centre for Psychology and Counselling, University of Wales Trinity Saint David, Wales, United Kingdom
| | - Tim Stokes
- Assistive Technologies Innovation Centre, University of Wales Trinity Saint David, Wales, United Kingdom
| | - Zoe Cooke
- Centre for Psychology and Counselling, University of Wales Trinity Saint David, Wales, United Kingdom
| | | | - Sean Jenkins
- Assistive Technologies Innovation Centre, University of Wales Trinity Saint David, Wales, United Kingdom
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Penasso H, Peternell G, Schultheis R, Pitschl A, Leskovar R, Gardetto A, Ernst J, Schmid-Zalaudek K, Schaden W. Safety and efficacy of vibrotactile feedback for adults with transtibial amputation: A randomized controlled cross-over trial. Clin Biomech (Bristol, Avon) 2025; 124:106443. [PMID: 40054381 DOI: 10.1016/j.clinbiomech.2025.106443] [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: 06/14/2023] [Revised: 12/29/2024] [Accepted: 01/30/2025] [Indexed: 04/13/2025]
Abstract
BACKGROUND Pain, social integration, and walking safely with divided attention challenge people with lower-limb amputation. Tactile feedback systems aim to improve sensations and rehabilitation by facilitating prosthesis utility and embodiment. The non-invasive vibrotactile feedback device Suralis® (Saphenus Medical Technology, Vienna, Austria) aims to improve gait, postural control, and pain treatment. This randomized controlled cross-over trial investigated 60-day effects of vibrotactile ground-contact feedback on gait performance and quality of life in adults with unilateral transtibial amputation without targeted reinnervation. METHODS We conducted gait assessments before and after the unblinded intervention period and compared within-period changes to the control period without intervention, separated by a one-week washout. The primary outcome substitute was affected-leg stance time, and secondary outcome measures included instrumented-walkway gait speed and four-square-step-test. The trial enrolled 18 participants during the COVID-19 pandemic and ended prematurely due to limitations in recruitment and integrity of the substituted primary outcome between-leg stance time difference. FINDINGS Five participants ended the study prematurely, the dropouts were unrelated to adverse events where one experienced concentration difficulties. Analyzing 13 participants showed that participants walking slower than 1.41 ms-1 [1.34 ms-1, 1.49 ms-1] [95 % highest-density interval] with affected-leg stance times above 0.64 s [0.58 s, 0.69 s] responded most positively. Four-square-step-test times had the largest within-period effect size (mean 0.89; [0.44, 1.34] for 0.5 s [0 s, 1 s] improvement), followed by period-one (-0.37; [-0.56, -0.18]), and treatment (0.28; [0.095, 0.46]). Affected-leg stance time did not change (0.21; [-0.26, 0.66]). INTERPRETATION Despite the learning effects present, vibrotactile feedback had a small positive effect on functional balance and gait performance in slower-walking participants. TRIAL REGISTRATION The trial funded by the Austrian workers' compensation board AUVA and supported by Saphenus Medical Technology was retrospectively registered on clinicaltrials.gov (no. NCT05895253; registration date: 19.05.2023) after a premature termination due to the limited availability of participants during the COVID 19 pandemic.
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Affiliation(s)
- Harald Penasso
- Ludwig Boltzmann Institute for Traumatology, The Research Center in Cooperation with the AUVA, 1200 Vienna, Austria; Saphenus Medical Technology GmbH, Hauptplatz 9-13, 2500 Baden, Austria
| | - Gerfried Peternell
- Ludwig Boltzmann Institute for Traumatology, The Research Center in Cooperation with the AUVA, 1200 Vienna, Austria; AUVA Rehabilitation Clinic, Dr.-Georg-Neubauer-Straße 6, 8144 Tobelbad, Austria.
| | - Rainer Schultheis
- Saphenus Medical Technology GmbH, Hauptplatz 9-13, 2500 Baden, Austria
| | - Aaron Pitschl
- Saphenus Medical Technology GmbH, Hauptplatz 9-13, 2500 Baden, Austria
| | - Ruth Leskovar
- Saphenus Medical Technology GmbH, Hauptplatz 9-13, 2500 Baden, Austria
| | - Alexander Gardetto
- Department of Plastic, Aesthetic and Reconstructive Surgery with Hand Surgery and Competence Center for Bionic Prosthetics, Brixsana Private Clinic, 39042 Bressanone, Italy
| | - Jennifer Ernst
- Hannover Medical School, Department of Trauma Surgery, Hanover, Germany
| | - Karin Schmid-Zalaudek
- Division of Physiology and Pathophysiology, Otto Loewi Research Center for Vascular Biology, Immunology and Inflammation, Medical University of Graz, 8010 Graz, Austria
| | - Wolfgang Schaden
- Ludwig Boltzmann Institute for Traumatology, The Research Center in Cooperation with the AUVA, 1200 Vienna, Austria
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Sawers A, Fatone S. The relationship of hip strength to walking and balance performance in unilateral lower limb prosthesis users differs by amputation level. PM R 2025; 17:147-158. [PMID: 39119804 PMCID: PMC11826971 DOI: 10.1002/pmrj.13245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/25/2024] [Accepted: 05/24/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Safe and efficient locomotion is a frequently stated goal of lower limb prosthesis users, for which hip strength may play a central yet poorly understood role. Additional research to identify associations between hip strength, balance, and mobility among transtibial and transfemoral prosthesis users is required. OBJECTIVE To test whether residual and/or intact limb isometric hip strength was associated with lower limb prosthesis users' walking speed, endurance, and balance. DESIGN Cross-sectional study. SETTING Research laboratory. PARTICIPANTS Convivence sample of 14 transtibial and 14 transfemoral prosthesis users. METHODS Multiple linear regression was used to evaluate the relationship between isometric measures of residual and intact limb hip strength and walking and balance performance. MAIN OUTCOME MEASUREMENTS Measures of isometric hip muscle strength, including peak torque, average torque, torque impulse, and torque steadiness (i.e. consistency with which an isometric torque can be sustained) were derived from maximum voluntary hip flexion, extension, abduction and adduction torque signals collected with a motor-driven dynamometer. Walking speed, endurance, and balance were assessed by administering the 10-meter walk test, 2-minute walk test, Four Square Step Test, and Narrowing Beam Walking Test, respectively. RESULTS Residual limb hip extensor max torque and abductor torque steadiness explained between 51% and 69% of the variance in transtibial prosthesis users' walking speed, endurance, and balance. In contrast, intact limb hip abductor torque impulse explained between 33% and 48% of the variance in transfemoral prosthesis users' walking speed, endurance, and balance. CONCLUSIONS Our results suggest that unilateral transtibial and transfemoral prosthesis users' walking and balance performance may depend on different hip muscles, and different facets of hip strength. Amputation level-specific hip strength interventions may therefore be required to improve walking and balance performance in unilateral transtibial and transfemoral prosthesis users. The "intact leg strategy" adopted by transfemoral prosthesis users may be due to a variety of prosthesis and biomechanical factors that limit the efficiency with which transfemoral prosthesis users can exploit the strength of their residual limb hip muscles while walking.
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Affiliation(s)
- Andrew Sawers
- Department of KinesiologyUniversity of Illinois ChicagoChicagoIllinoisUSA
| | - Stefania Fatone
- Physical Medicine and RehabilitationNorthwestern UniversityChicagoIllinoisUSA
- Department of Rehabilitation MedicineUniversity of WashingtonSeattleWashington DCUSA
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Petros E, Miller M, Dunning J, Pinault G, Tyler D, Triolo R, Charkhkar H. Long-term performance and stability of implanted neural interfaces in individuals with lower limb loss. J Neural Eng 2025; 22:016013. [PMID: 39787696 DOI: 10.1088/1741-2552/ada829] [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: 08/28/2024] [Accepted: 01/09/2025] [Indexed: 01/12/2025]
Abstract
Objective.High-density nerve cuffs have been successfully utilized to restore somatosensation in individuals with lower-limb loss by interfacing directly with the peripheral nervous system. Elicited sensations via these devices have improved various functional outcomes, including standing balance, walking symmetry, and navigating complex terrains. Deploying neural interfaces in the lower limbs of individuals with limb loss presents unique challenges, particularly due to repetitive muscle contractions and the natural range of motion in the knee and hip joints for transtibial and transfemoral amputees, respectively. This study characterizes the long-term performance of these peripheral nerve interfaces, which is crucial for informing design modifications to optimize functionality.Approach.We evaluated the longitudinal performance of 16-contact nerve cuffs and their associated components implanted in four participants with unilateral transtibial limb loss over five years. Key outcome measures included charge density at sensory thresholds and electrical impedance.Main results.Out of 158 channels (i.e. individual contacts within the nerve cuffs and their corresponding leads), 63% were consistently responsive, 33% were partially responsive, and 4% were non-responsive. Smaller connector assemblies and increased lead length near the cuffs significantly enhanced performance, with the final two participants demonstrating notably improved responses where 77% and 96% of channels were consistently responsive, respectively, compared to 50% and 6% in the first two participants.Significance.Overall, the implanted nerve cuffs showed robust stability in the residual limbs of highly active individuals with limb loss. Furthermore, employing strategies to reduce stress on transition points in the components significantly improved overall system performance.
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Affiliation(s)
- Eileen Petros
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, United States of America
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Michael Miller
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Jeremy Dunning
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Gilles Pinault
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Dustin Tyler
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, United States of America
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Ronald Triolo
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, United States of America
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
| | - Hamid Charkhkar
- Department of Biomedical Engineering, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, United States of America
- Louis Stokes Cleveland Veterans Affairs Medical Center, 10701 East Boulevard, Cleveland, OH 44106, United States of America
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Eck J, Dignath D, Kalckert A, Pfister R. After a Hand Was Lent: Sporadically Experiencing Multisensory Interference During the Rubber Hand Illusion Does Not Shield Against Disembodiment. J Cogn 2025; 8:18. [PMID: 39830227 PMCID: PMC11740722 DOI: 10.5334/joc.427] [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: 08/28/2024] [Accepted: 01/08/2025] [Indexed: 01/22/2025] Open
Abstract
Observations from multisensory body illusions indicate that the body representation can be adapted to changing task demands, e.g., it can be expanded to integrate external objects based on current sensorimotor experience (embodiment). While the mechanisms that promote embodiment have been studied extensively in earlier work, the opposite phenomenon of, removing an embodied entity from the body representation (i.e., disembodiment) has received little attention yet. The current study addressed this phenomenon and drew inspiration from the partial reinforcement extinction effect in instrumental learning which suggests that behavior is more resistant to extinction when reinforcement is delivered irregularly. In analogy to this, we investigated whether experiencing occasional visuo-motor mismatches during the induction phase of the moving rubber hand illusion (intermittent condition) would result in slower disembodiment as compared to a regular induction phase where motor and visual signals always match (continuous condition). However, we did not find an effect of reinforcement schedule on disembodiment. Keeping a recently embodied entity in the body schema, therefore, requires constant updating through correlated perceptual and motor signals.
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Affiliation(s)
- Julia Eck
- Department of Psychology III, University of Würzburg, Germany
| | - David Dignath
- Department of Psychology, Eberhard Karls University of Tübingen, Germany
| | - Andreas Kalckert
- Cognitive neuroscience and philosophy, University of Skövde, Sweden
| | - Roland Pfister
- General Psychology, Trier University, Germany
- Institute for Cognitive and Affective Neuroscience (ICAN), Trier University, Germany
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Li S, Triolo RJ, Charkhkar H. A sensory neuroprosthesis enhances recovery from treadmill-induced stumbles for individuals with lower limb loss. Sci Rep 2025; 15:1732. [PMID: 39799143 PMCID: PMC11724839 DOI: 10.1038/s41598-025-85788-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 01/06/2025] [Indexed: 01/15/2025] Open
Abstract
Over 50% of individuals with lower limb loss report a fear of falling and avoiding daily activities partly due to a lack of plantar sensation. Providing direct somatosensory feedback via neural stimulation holds promise for addressing this issue. In this study, three individuals with lower limb loss received a sensory neuroprosthesis (SNP) that provided plantar somatosensory feedback corresponding to prosthesis-floor interactions perceived as arising from the missing foot generated by electrically activating the peripheral nerves in the residuum. Participants walked on a treadmill while receiving perturbations involving brief increases in the belt speed. Perturbations were initiated during early stance and randomly delivered to intact and prosthetic sides with the SNP active or inactive. With the SNP active, participants exhibited decreased trunk angular sway and peak trunk flexion angular velocity during recovery from both prosthetic and intact side perturbations. For prosthetic side perturbations, peak ground reaction force magnitudes decreased when the SNP was active. For intact side perturbations, peak ground reaction force magnitudes increased on the prosthetic side's first recovery step after the perturbation, which resulted in a more symmetric recovery because the force approached the response on the intact side's first recovery step following a prosthetic side perturbation. These results suggest participants integrated the feedback from the SNP into their sensorimotor control for maintaining stability and gained confidence in relying on their prosthetic limb during recovery. Restoring plantar sensation with a SNP for individuals with lower limb loss could lead to reduced risk of falling by improving recovery from trips.
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Affiliation(s)
- Suzhou Li
- Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA.
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, 44106, USA.
| | - Ronald J Triolo
- Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, 44106, USA
| | - Hamid Charkhkar
- Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, 44106, USA
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Tobaigy M, Hafner BJ, Hsieh K, Sawers A. Falls perceived as significant by lower limb prosthesis users are generally associated with fall consequences rather than circumstances. Disabil Rehabil 2025; 47:252-258. [PMID: 38505985 DOI: 10.1080/09638288.2024.2328313] [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: 10/11/2023] [Revised: 02/23/2024] [Accepted: 03/02/2024] [Indexed: 03/21/2024]
Abstract
PURPOSE To determine if falls perceived as significant by lower limb prosthesis (LLP) users were associated with fall circumstances and/or consequences. MATERIALS AND METHODS The circumstances and consequences of LLP users' most significant fall in the past 12-months were collected using the Lower Limb Prosthesis User Fall Event Survey. Participants rated fall significance from 0 (not significant) to 10 (extremely significant), which was then dichotomized into "low" and "high". Binary logistic regression was used to assess associations between fall significance and fall circumstances and consequences. RESULTS Ninety-eight participants were included in the analysis. Five fall consequences were associated with greater significance: major injury (OR = 26.7, 95% CI: 1.6-459.6, p = 0.024), need to seek medical treatment (OR = 19.0, 95% CI: 1.1-329.8, p = 0.043), or allied-health treatment (OR = 18.2, 95% CI: 2.3-142.4, p = 0.006), decreased balance confidence (OR = 10.9, 95% CI: 2.4-49.3, p = 0.002), and increased fear of falling (OR = 7.5, 95% CI: 2.4-23.8, p = 0.001), compared to two fall circumstances: impact to the arm (OR = 5.0, 95% CI: 2.0-12.1, p = 0.001), and impact to the face, head, or neck (OR = 9.7, 95% CI: 1.2-77.4, p = 0.032). CONCLUSIONS Significant falls were generally more associated with fall consequence than fall circumstances.
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Affiliation(s)
- Moaz Tobaigy
- Department of Kinesiology, University of Illinois Chicago, Chicago, IL, USA
- Faculty of Medical Rehabilitation Science, King Abdulaziz University, Jeddah, KSA
| | - Brian J Hafner
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Kelly Hsieh
- Department of Kinesiology, University of Illinois Chicago, Chicago, IL, USA
- Department of Disability and Human Development, University of Illinois Chicago, Chicago, IL, USA
| | - Andrew Sawers
- Department of Kinesiology, University of Illinois Chicago, Chicago, IL, USA
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Bai X, Yuan J, Liu M, Huang H, Feng J. Human factors considerations of Interaction between wearers and intelligent lower-limb prostheses: a prospective discussion. J Neuroeng Rehabil 2024; 21:187. [PMID: 39434102 PMCID: PMC11494789 DOI: 10.1186/s12984-024-01475-x] [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: 02/20/2023] [Accepted: 09/22/2024] [Indexed: 10/23/2024] Open
Abstract
Compared to traditional lower-limb prostheses (LLPs), intelligent LLPs are more versatile devices with emerging technologies, such as microcontrollers and user-controlled interfaces (UCIs). As emerging technologies allow a higher level of automation and more involvement from wearers in the LLP setting adjustments, the previous framework established to study human factors elements that affect wearer-LLP interaction may not be sufficient to understand the new elements (e.g., transparency) and dynamics in this interaction. In addition, the increased complexity of interaction amplifies the limitations of the traditional evaluation approaches of wearer-LLP interaction. Therefore, to ensure wearer acceptance and adoption, from a human factors perspective, we propose a new framework to introduce elements and usability requirements for the wearer-LLP interaction. This paper organizes human factors elements that appear with the development of intelligent LLP technologies into three aspects: wearer, device, and task by using a classic model of the human-machine systems. By adopting Nielsen's five usability requirements, we introduce learnability, efficiency, memorability, use error, and satisfaction into the evaluation of wearer-LLP interaction. We identify two types of wearer-LLP interaction. The first type, direct interaction, occurs when the wearer continuously interacts with the intelligent LLP (primarily when the LLP is in action); the second type, indirect interaction, occurs when the wearer initiates communication with the LLP usually through a UCI to address the current or foreseeable challenges. For each type of interaction, we highlight new elements, such as device transparency and prior knowledge of the wearer with the UCI. In addition, we redefine the usability goals of two types of wearer-LLP interaction with Nelson's five usability requirements and review methods to evaluate the interaction. Researchers and designers for intelligent LLPs should consider the new device elements that may additionally influence wearers' acceptance and the need to interpret findings within the constraints of the specific wearer and task characteristics. The proposed framework can also be used to organize literature and identify gaps for future directions. By adopting the holistic usability requirements, findings across empirical studies can be more comparable. At the end of this paper, we discuss research trends and future directions in the human factors design of intelligent LLPs.
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Affiliation(s)
- Xiaolu Bai
- Department of Psychology, North Carolina State University, Raleigh, NC, USA
| | - Jing Yuan
- Department of Psychology, North Carolina State University, Raleigh, NC, USA
| | - Ming Liu
- Joint Department of Biomedical Engineering, North Carolina State University, University of North Carolina - Chapel Hill, Raleigh, NC, USA
| | - He Huang
- Joint Department of Biomedical Engineering, North Carolina State University, University of North Carolina - Chapel Hill, Raleigh, NC, USA
| | - Jing Feng
- Department of Psychology, North Carolina State University, Raleigh, NC, USA.
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Plesec V, Harih G. Bioinspired Design of 3D-Printed Cellular Metamaterial Prosthetic Liners for Enhanced Comfort and Stability. Biomimetics (Basel) 2024; 9:540. [PMID: 39329562 PMCID: PMC11430568 DOI: 10.3390/biomimetics9090540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/29/2024] [Accepted: 09/04/2024] [Indexed: 09/28/2024] Open
Abstract
Traditional prosthetic liners are often limited in customization due to constraints in manufacturing processes and materials. Typically made from non-compressible elastomers, these liners can cause discomfort through uneven contact pressures and inadequate adaptation to the complex shape of the residual limb. This study explores the development of bioinspired cellular metamaterial prosthetic liners, designed using additive manufacturing techniques to improve comfort by reducing contact pressure and redistributing deformation at the limb-prosthesis interface. The gyroid unit cell was selected due to its favorable isotropic properties, ease of manufacturing, and ability to distribute loads efficiently. Following the initial unit cell identification analysis, the results from the uniaxial compression test on the metamaterial cellular samples were used to develop a multilinear material model, approximating the response of the metamaterial structure. Finite Element Analysis (FEA) using a previously developed generic limb-liner-socket model was employed to simulate and compare the biomechanical behavior of these novel liners against conventional silicone liners, focusing on key parameters such as peak contact pressure and liner deformation during donning, heel strike, and the push-off phase of the gait cycle. The results showed that while silicone liners provide good overall contact pressure reduction, cellular liners offer superior customization and performance optimization. The soft cellular liner significantly reduced peak contact pressure during donning compared to silicone liners but exhibited higher deformation, making it more suitable for sedentary individuals. In contrast, medium and hard cellular liners outperformed silicone liners for active individuals by reducing both contact pressure and deformation during dynamic gait phases, thereby enhancing stability. Specifically, a medium-density liner (10% infill) balanced contact pressure reduction with low deformation, offering a balance of comfort and stability. The hard cellular liner, ideal for high-impact activities, provided superior shape retention and support with lower liner deformation and comparable contact pressures to silicone liners. The results show that customizable stiffness in cellular metamaterial liners enables personalized design to address individual needs, whether focusing on comfort, stability, or both. These findings suggest that 3D-printed metamaterial liners could be a promising alternative to traditional prosthetic materials, warranting further research and clinical validation.
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Affiliation(s)
- Vasja Plesec
- Laboratory for Integrated Product Development and CAD, Faculty of Mechanical Engineering, University of Maribor, 2000 Maribor, Slovenia
| | - Gregor Harih
- Laboratory for Integrated Product Development and CAD, Faculty of Mechanical Engineering, University of Maribor, 2000 Maribor, Slovenia
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Kalff MN, Witowski V, Hoursch V, Kirsten N, Niehage L, Kramer H, Gardetto A, Sehmisch S, Ernst J. [Innovative noninvasive gait-synchronized vibrotactile feedback system : "I can feel myself walking again"]. UNFALLCHIRURGIE (HEIDELBERG, GERMANY) 2024; 127:626-636. [PMID: 39136753 DOI: 10.1007/s00113-024-01466-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/27/2024] [Indexed: 08/23/2024]
Abstract
Despite intensive research and development of systems for restoration of sensory information, these have so far only been the subject of study protocols. A new noninvasive feedback system translates pressure loads on the forefoot and hindfoot into gait-synchronized vibrotactile stimulation of a defined skin area. To increase the authenticity, this treatment can be supplemented by a surgical procedure. Targeted sensory reinnervation (TSR) describes a microsurgical procedure in which a defined skin area on the amputated stump of the residual limb is first denervated and then reinnervated by a specific, transposed sensory nerve harvested from the amputated part of the limb. This creates a sensory interface at the residual stump. This article presents the clinical and orthopedic technical treatment pathway with this innovative vibrotactile feedback system and explains in detail the surgical procedure of TSR after amputation of the lower limb.
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Affiliation(s)
- M N Kalff
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland
- Klinik für Unfallchirurgie, Orthopädie und Plastische Chirurgie, Universitätsmedizin Göttingen, Göttingen, Deutschland
| | - V Witowski
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland
| | - V Hoursch
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland
| | - N Kirsten
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland
| | - L Niehage
- John + Bamberg GmbH & Co. KG, Hannover, Deutschland
| | - H Kramer
- John + Bamberg GmbH & Co. KG, Hannover, Deutschland
| | - A Gardetto
- Zentrum für Plastische‑, Ästhetische- und Rekonstruktive Chirurgie mit Handchirurgie, Brixsana Private Clinic, Brixen, Italien
| | - S Sehmisch
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland
| | - J Ernst
- Klinik für Unfallchirurgie, Medizinische Hochschule Hannover, Carl-Neuberg-Straße 1, 30625, Hannover, Deutschland.
- Klinik für Unfallchirurgie, Orthopädie und Plastische Chirurgie, Universitätsmedizin Göttingen, Göttingen, Deutschland.
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Just F, Ahkami B, Ortiz-Catalan M. Walking Mode-depending Improvements of Locomotion Detection through Rejection Based Post-Processing. 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: 40040204 DOI: 10.1109/embc53108.2024.10782478] [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
The limited availability of information regarding user intent and the surrounding locomotion environment poses obstacles to achieving intuitive prosthetic control. Despite utilizing machine learning algorithms based on external muscle activity and movement sensors to infer user intention, the stringent reliability requirements for leg prostheses control have not been met. This study seeks to enhance the accuracy of locomotion mode detection by incorporating information in the postprocessing phase following Linear Discriminant Analysis classification of locomotion modes. A locomotion dataset comprising data from 15 able-bodied participants, including electromyography, inertial measurement units, and insole pressure sensors during both level walking and stair/ramp ambulation, was employed. To address uncertainties in classification, a threshold-based rejection postprocessing method was implemented, eliminating classifications falling below the threshold. The rejection threshold significantly improved overall locomotion detection accuracy, with transition locomotion showing more pronounced improvement compared to steady-state locomotion. A subanalysis that specifically examined transition locomotion emphasized that biomechanically similar transitions, such as moving from a slight ramp slope to level walking, demonstrated more significant improvement compared to dissimilar transitions like stair to level walking. These findings underscore the significance of leveraging additional information with postprocessing to refine uncertain locomotion classification for better control for prosthetic users.
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Kodali NA, Janarthanan R, Sazoglu B, Demir Z, Dirican O, Zor F, Kulahci Y, Gorantla VS. A World Update of Progress in Lower Extremity Transplantation: What's Hot and What's Not. Ann Plast Surg 2024; 93:107-114. [PMID: 38885168 DOI: 10.1097/sap.0000000000004035] [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: 06/20/2024]
Abstract
ABSTRACT The field of vascularized composite allotransplantation (VCA) is the new frontier of solid organ transplantation (SOT). VCA spans life-enhancing/life-changing procedures such as upper extremity, craniofacial (including eye), laryngeal, tracheal, abdominal wall, penis, and lower extremity transplants. VCAs such as uterus transplants are life giving unlike any other SOT. Of all VCAs that have shown successful intermediate- to long-term graft survival with functional and immunologic outcomes, lower extremity VCAs have remained largely underexplored. Lower extremity transplantation (LET) can offer patients with improved function compared to the use of conventional prostheses, reducing concerns of phantom limb pain and stump complications, and offer an option for eligible amputees that either fail prosthetic rehabilitation or do not adapt to prosthetics. Nevertheless, these benefits must be carefully weighed against the risks of VCA, which are not trivial, including the adverse effects of lifelong immunosuppression, extremely challenging perioperative care, and delayed nerve regeneration. There have been 5 lower extremity transplants to date, ranging from unilateral or bilateral to quadrimembral, progressively increasing in risk that resulted in fatalities in 3 of the 5 cases, emphasizing the inherent risks. The advantages of LET over prosthetics must be carefully weighed, demanding rigorous candidate selection for optimal outcomes.
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Affiliation(s)
- Naga Anvesh Kodali
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
| | - Ramu Janarthanan
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
- Department of Plastic and Reconstructive Surgery, Amrita Institute of Medical Sciences and Research Centre, Amrita Vishwa Vidyapeetham, Kochi, India
| | - Bedreddin Sazoglu
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
| | - Zeynep Demir
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
| | - Omer Dirican
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
| | - Fatih Zor
- Department of Plastic Surgery, Indiana University, Indianapolis, IN
| | - Yalcin Kulahci
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
| | - Vijay S Gorantla
- Department of Surgery, Wake Forest School of Medicine, Winston Salem, NC
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Norvell DC, Henderson AW, Morgenroth DC, Halsne BG, Turner AP, Biggs W, Czerniecki JM. The Effect of Prosthetic Limb Sophistication and Amputation Level on Self-reported Mobility and Satisfaction With Mobility. Arch Phys Med Rehabil 2024; 105:1338-1345. [PMID: 38561145 PMCID: PMC11832217 DOI: 10.1016/j.apmr.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 02/13/2024] [Accepted: 03/26/2024] [Indexed: 04/04/2024]
Abstract
OBJECTIVE To determine if lower limb prosthesis (LLP) sophistication is associated with patient-reported mobility and/or mobility satisfaction, and if these associations differ by amputation level. DESIGN Cohort study that identified participants through a large national database and prospectively collected self-reported patient outcomes. SETTING The Veterans Administration (VA) Corporate Data Warehouse, the National Prosthetics Patient Database, participant mailings, and phone calls. PARTICIPANTS 347 Veterans who underwent an incident transtibial (TT) or transfemoral (TF) amputation due to diabetes and/or peripheral artery disease and received a qualifying LLP between March 1, 2018, and November 30, 2020. INTERVENTIONS Basic, intermediate, and advanced prosthesis sophistication was measured by the accurate and reliable PROClass system. MAIN OUTCOME MEASURE Patient-reported mobility using the advanced mobility subscale of the Locomotor Capabilities Index-5; mobility satisfaction using a 0-10-point Likert scale. RESULTS Lower limb amputees who received intermediate or advanced prostheses were more likely to achieve advanced mobility than those who received basic prostheses, with intermediate nearing statistical significance at nearly twice the odds (adjusted odds ratio (aOR)=1.8, 95% confidence interval (CI), .98-3.3; P=.06). The association was strongest in TF amputees with over 10 times the odds (aOR=10.2, 95% CI, 1.1-96.8; P=.04). The use of an intermediate sophistication prosthesis relative to a basic prosthesis was significantly associated with mobility satisfaction (adjusted β coefficient (aβ)=.77, 95% CI, .11-1.4; P=.02). A statistically significant association was only observed in those who underwent a TT amputation (aβ=.79, 95% CI, .09-1.5; P=.03). CONCLUSIONS Prosthesis sophistication was not associated with achieving advanced mobility in TT amputees but was associated with greater mobility satisfaction. In contrast, prosthesis sophistication was associated with achieving advanced mobility in TF amputees but was not associated with an increase in mobility satisfaction.
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Affiliation(s)
- Daniel C Norvell
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA.
| | - Alison W Henderson
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA
| | - David C Morgenroth
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Beth G Halsne
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Aaron P Turner
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
| | - Wayne Biggs
- VA Puget Sound Health Care System, Seattle, WA
| | - Joseph M Czerniecki
- VA Puget Sound Health Care System, Seattle, WA; VA Center for Limb Loss and MoBility (CLiMB), Seattle, WA; Department of Rehabilitation Medicine, University of Washington, Seattle, WA
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Shang W, Huang R, Lin Y, Liang F, Yin M, Lu XP, Wu X, Gao F. Characterizing sEMG changes with muscle fatigue for lower-extremity prostheses and exoskeletons control. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-6. [PMID: 40039934 DOI: 10.1109/embc53108.2024.10782845] [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
In powered lower limb prostheses and exoskeleton control, sEMG based methods have been widely explored and utilized due to non-invasive nature and ability to directly reflect user intentions. However, in practical use, neuromuscular fatigue (NMF) caused by long-term use can cause significant changes in sEMG signals. These issues are constraining sEMG's active prosthetics from the laboratory to real life. In this study, the changes in sEMG signals with muscle fatigue was investigated. sEMG data from one healthy subject and a below-knee amputee were logged and analyzed when they walked on a treadmill for a long time. They will experience from no NMF to NMF and then adapt to no NMF. A variational mode decomposition-based soft interval threshold (VMD-SIT) method was used to denoise the sEMG signals. Feature extraction methods were used to extract the features of the sEMG signal, and the distribution changes of these features during walking were analyzed. The results indicated that the NMF of the amputee was quite different from and more variable than that of the healthy subject, and the ratios of features' mean value of amputee and healthy are much higher in residual-limb side (12.35-26.18) than normal side (3.52-5.91).
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17
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Voß M, Koelewijn AD, Beckerle P. Intuitive and versatile bionic legs: a perspective on volitional control. Front Neurorobot 2024; 18:1410760. [PMID: 38974662 PMCID: PMC11225306 DOI: 10.3389/fnbot.2024.1410760] [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: 04/01/2024] [Accepted: 06/06/2024] [Indexed: 07/09/2024] Open
Abstract
Active lower limb prostheses show large potential to offer energetic, balance, and versatility improvements to users when compared to passive and semi-active devices. Still, their control remains a major development challenge, with many different approaches existing. This perspective aims at illustrating a future leg prosthesis control approach to improve the everyday life of prosthesis users, while providing a research road map for getting there. Reviewing research on the needs and challenges faced by prosthesis users, we argue for the development of versatile control architectures for lower limb prosthetic devices that grant the wearer full volitional control at all times. To this end, existing control approaches for active lower limb prostheses are divided based on their consideration of volitional user input. The presented methods are discussed in regard to their suitability for universal everyday control involving user volition. Novel combinations of established methods are proposed. This involves the combination of feed-forward motor control signals with simulated feedback loops in prosthesis control, as well as online optimization techniques to individualize the system parameters. To provide more context, developments related to volitional control design are touched on.
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Affiliation(s)
- Matthias Voß
- Chair of Autonomous Systems and Mechatronics, Department Electrical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Anne D. Koelewijn
- Chair of Autonomous Systems and Mechatronics, Department Electrical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Philipp Beckerle
- Chair of Autonomous Systems and Mechatronics, Department Electrical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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18
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Krishnan C, Adeeko OP, Washabaugh EP, Augenstein TE, Brudzinski M, Portelli A, Kalpakjian CZ. Human-centered design of a novel soft exosuit for post-stroke gait rehabilitation. J Neuroeng Rehabil 2024; 21:62. [PMID: 38658969 PMCID: PMC11040835 DOI: 10.1186/s12984-024-01356-3] [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: 01/23/2024] [Accepted: 04/10/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Stroke remains a major cause of long-term adult disability in the United States, necessitating the need for effective rehabilitation strategies for post-stroke gait impairments. Despite advancements in post-stroke care, existing rehabilitation often falls short, prompting the development of devices like robots and exoskeletons. However, these technologies often lack crucial input from end-users, such as clinicians, patients, and caregivers, hindering their clinical utility. Employing a human-centered design approach can enhance the design process and address user-specific needs. OBJECTIVE To establish a proof-of-concept of the human-centered design approach by refining the NewGait® exosuit device for post-stroke gait rehabilitation. METHODS Using iterative design sprints, the research focused on understanding the perspectives of clinicians, stroke survivors, and caregivers. Two design sprints were conducted, including empathy interviews at the beginning of the design sprint to integrate end-users' insights. After each design sprint, the NewGait device underwent refinements based on emerging issues and recommendations. The final prototype underwent mechanical testing for durability, biomechanical simulation testing for clinical feasibility, and a system usability evaluation, where the new stroke-specific NewGait device was compared with the original NewGait device and a commercial product, Theratogs®. RESULTS Affinity mapping from the design sprints identified crucial categories for stakeholder adoption, including fit for females, ease of donning and doffing, and usability during barefoot walking. To address these issues, a system redesign was implemented within weeks, incorporating features like a loop-backed neoprene, a novel closure mechanism for the shoulder harness, and a hook-and-loop design for the waist belt. Additional improvements included reconstructing anchors with rigid hook materials and replacing latex elastic bands with non-latex silicone-based bands for enhanced durability. Further, changes to the dorsiflexion anchor were made to allow for barefoot walking. Mechanical testing revealed a remarkable 10-fold increase in durability, enduring 500,000 cycles without notable degradation. Biomechanical simulation established the modularity of the NewGait device and indicated that it could be configured to assist or resist different muscles during walking. Usability testing indicated superior performance of the stroke-specific NewGait device, scoring 84.3 on the system usability scale compared to 62.7 for the original NewGait device and 46.9 for Theratogs. CONCLUSION This study successfully establishes the proof-of-concept for a human-centered design approach using design sprints to rapidly develop a stroke-specific gait rehabilitation system. Future research should focus on evaluating the clinical efficacy and effectiveness of the NewGait device for post-stroke rehabilitation.
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Affiliation(s)
- Chandramouli Krishnan
- School of Kinesiology, University of Michigan, Ann Arbor, MI, USA.
- Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.
- Robotics Department, University of Michigan, Ann Arbor, MI, USA.
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA.
- Neuromuscular and Rehabilitation Robotics Laboratory (NeuRRo Lab), University of Michigan, 325 E Eisenhower Parkway, Suite 3013, Ann Arbor, MI, 48108, USA.
| | | | | | - Thomas E Augenstein
- Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
- Robotics Department, University of Michigan, Ann Arbor, MI, USA
- Neuromuscular and Rehabilitation Robotics Laboratory (NeuRRo Lab), University of Michigan, 325 E Eisenhower Parkway, Suite 3013, Ann Arbor, MI, 48108, USA
| | - Maureen Brudzinski
- Michigan Institute for Clinical & Health Research, University of Michigan, Ann Arbor, MI, USA
| | - Alyssa Portelli
- Department of Ambulatory Care Services, Michigan Medicine, University of Michigan, Canton, MI, USA
- Neuromuscular and Rehabilitation Robotics Laboratory (NeuRRo Lab), University of Michigan, 325 E Eisenhower Parkway, Suite 3013, Ann Arbor, MI, 48108, USA
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Xie A, Li C, Chou CH, Li T, Dai C, Lan N. A hybrid sensory feedback system for thermal nociceptive warning and protection in prosthetic hand. Front Neurosci 2024; 18:1351348. [PMID: 38650624 PMCID: PMC11033464 DOI: 10.3389/fnins.2024.1351348] [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: 12/06/2023] [Accepted: 03/25/2024] [Indexed: 04/25/2024] Open
Abstract
Background Advanced prosthetic hands may embed nanosensors and microelectronics in their cosmetic skin. Heat influx may cause damage to these delicate structures. Protecting the integrity of the prosthetic hand becomes critical and necessary to ensure sustainable function. This study aims to mimic the sensorimotor control strategy of the human hand in perceiving nociceptive stimuli and triggering self-protective mechanisms and to investigate how similar neuromorphic mechanisms implemented in prosthetic hand can allow amputees to both volitionally release a hot object upon a nociceptive warning and achieve reinforced release via a bionic withdrawal reflex. Methods A steady-state temperature prediction algorithm was proposed to shorten the long response time of a thermosensitive temperature sensor. A hybrid sensory strategy for transmitting force and a nociceptive temperature warning using transcutaneous electrical nerve stimulation based on evoked tactile sensations was designed to reconstruct the nociceptive sensory loop for amputees. A bionic withdrawal reflex using neuromorphic muscle control technology was used so that the prosthetic hand reflexively opened when a harmful temperature was detected. Four able-bodied subjects and two forearm amputees randomly grasped a tube at the different temperatures based on these strategies. Results The average prediction error of temperature prediction algorithm was 8.30 ± 6.00%. The average success rate of six subjects in perceiving force and nociceptive temperature warnings was 86.90 and 94.30%, respectively. Under the reinforcement control mode in Test 2, the median reaction time of all subjects was 1.39 s, which was significantly faster than the median reaction time of 1.93 s in Test 1, in which two able-bodied subjects and two amputees participated. Results demonstrated the effectiveness of the integration of nociceptive sensory strategy and withdrawal reflex control strategy in a closed loop and also showed that amputees restored the warning of nociceptive sensation while also being able to withdraw from thermal danger through both voluntary and reflexive protection. Conclusion This study demonstrated that it is feasible to restore the sensorimotor ability of amputees to warn and react against thermal nociceptive stimuli. Results further showed that the voluntary release and withdrawal reflex can work together to reinforce heat protection. Nevertheless, fusing voluntary and reflex functions for prosthetic performance in activities of daily living awaits a more cogent strategy in sensorimotor control.
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Affiliation(s)
- Anran Xie
- Laboratory of NeuroRehabilitation Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Chen Li
- Laboratory of NeuroRehabilitation Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Chih-hong Chou
- Laboratory of NeuroRehabilitation Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
- Institute of Medical Robotics, School of Biomedical Engineering Shanghai Jiao Tong University, Shanghai, China
| | - Tie Li
- i-Lab, Suzhou Institute of Nano-Tech and Nano-Bionics (SINANO), Chinese Academy of Sciences (CAS), Suzhou, China
| | - Chenyun Dai
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Ning Lan
- Laboratory of NeuroRehabilitation Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
- Institute of Medical Robotics, School of Biomedical Engineering Shanghai Jiao Tong University, Shanghai, China
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, United States
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Lathouwers E, Tassignon B, Maricot A, Radwan A, Naeyaert M, Raeymaekers H, Van Schuerbeek P, Sunaert S, De Mey J, De Pauw K. Human-Prosthetic Interaction (HumanIT): A study protocol for a clinical trial evaluating brain neuroplasticity and functional performance after lower limb loss. PLoS One 2024; 19:e0299869. [PMID: 38512879 PMCID: PMC10956762 DOI: 10.1371/journal.pone.0299869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 02/13/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Lower limb amputation contributes to structural and functional brain alterations, adversely affecting gait, balance, and overall quality of life. Therefore, selecting an appropriate prosthetic ankle is critical in enhancing the well-being of these individuals. Despite the availability of various prostheses, their impact on brain neuroplasticity remains poorly understood. OBJECTIVES The primary objective is to examine differences in the degree of brain neuroplasticity using magnetic resonance imaging (MRI) between individuals wearing a new passive ankle prosthesis with an articulated ankle joint and a standard passive prosthesis, and to examine changes in brain neuroplasticity within these two prosthetic groups. The second objective is to investigate the influence of prosthetic type on walking performance and quality of life. The final objective is to determine whether the type of prosthesis induces differences in the walking movement pattern. METHODS Participants with a unilateral transtibial amputation will follow a 24-week protocol. Prior to rehabilitation, baseline MRI scans will be performed, followed by allocation to the intervention arms and commencement of rehabilitation. After 12 weeks, baseline functional performance tests and a quality of life questionnaire will be administered. At the end of the 24-week period, participants will undergo the same MRI scans, functional performance tests and questionnaire to evaluate any changes. A control group of able-bodied individuals will be included for comparative analysis. CONCLUSION This study aims to unravel the differences in brain neuroplasticity and prosthesis type in patients with a unilateral transtibial amputation and provide insights into the therapeutic benefits of prosthetic devices. The findings could validate the therapeutic benefits of more advanced lower limb prostheses, potentially leading to a societal impact ultimately improving the quality of life for individuals with lower limb amputation. TRIAL REGISTRATION NCT05818410 (Clinicaltrials.gov).
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Affiliation(s)
- Elke Lathouwers
- Human Physiology and Sports Physiotherapy research group, Vrije Universiteit Brussel, Brussels, Belgium
- BruBotics, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bruno Tassignon
- Human Physiology and Sports Physiotherapy research group, Vrije Universiteit Brussel, Brussels, Belgium
| | - Alexandre Maricot
- Human Physiology and Sports Physiotherapy research group, Vrije Universiteit Brussel, Brussels, Belgium
| | - Ahmed Radwan
- KU Leuven, Department of Imaging and pathology, Translational MRI, Leuven, Belgium
| | - Maarten Naeyaert
- Department of Radiology and Magnetic Resonance, UZ Brussel, Jette, Belgium
| | - Hubert Raeymaekers
- Department of Radiology and Magnetic Resonance, UZ Brussel, Jette, Belgium
| | | | - Stefan Sunaert
- KU Leuven, Department of Imaging and pathology, Translational MRI, Leuven, Belgium
- UZ Leuven, Department of Radiology, Leuven, Belgium
| | - Johan De Mey
- Department of Radiology and Magnetic Resonance, UZ Brussel, Jette, Belgium
| | - Kevin De Pauw
- Human Physiology and Sports Physiotherapy research group, Vrije Universiteit Brussel, Brussels, Belgium
- BruBotics, Vrije Universiteit Brussel, Brussels, Belgium
- Strategic Research Program ‘Exercise and the Brain in Health & Disease: The Added Value of Human-Centered Robotics’, Vrije Universiteit Brussel, Brussels, Belgium
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Ramlee MH, Ammarullah MI, Mohd Sukri NS, Faidzul Hassan NS, Baharuddin MH, Abdul Kadir MR. Investigation on three-dimensional printed prosthetics leg sockets coated with different reinforcement materials: analysis on mechanical strength and microstructural. Sci Rep 2024; 14:6842. [PMID: 38514731 PMCID: PMC10958049 DOI: 10.1038/s41598-024-57454-8] [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: 11/21/2023] [Accepted: 03/18/2024] [Indexed: 03/23/2024] Open
Abstract
Previous research has primarily focused on pre-processing parameters such as design, material selection, and printing techniques to improve the strength of 3D-printed prosthetic leg sockets. However, these methods fail to address the major challenges that arise post-printing, namely failures at the distal end of the socket and susceptibility to shear failure. Addressing this gap, the study aims to enhance the mechanical properties of 3D-printed prosthetic leg sockets through post-processing techniques. Fifteen PLA + prosthetic leg sockets are fabricated and reinforced with four materials: carbon fiber, carbon-Kevlar fiber, fiberglass, and cement. Mechanical and microstructural properties of the sockets are evaluated through axial compression testing and scanning electron microscopy (SEM). Results highlight superior attributes of cement-reinforced sockets, exhibiting significantly higher yield strength (up to 89.57% more than counterparts) and higher Young's modulus (up to 76.15% greater). SEM reveals correlations between microstructural properties and socket strength. These findings deepen the comprehension of 3D-printed prosthetic leg socket post-processing, presenting optimization prospects. Future research can focus on refining fabrication techniques, exploring alternative reinforcement materials, and investigating the long-term durability and functionality of post-processed 3D-printed prosthetic leg sockets.
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Affiliation(s)
- Muhammad Hanif Ramlee
- Bone Biomechanics Laboratory (BBL), Department of Biomedical Engineering and Health Sciences, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Johor Bahru 81310, Johor, Malaysia.
- Bioinspired Devices and Tissue Engineering (BIOINSPIRA) Research Group, Universiti Teknologi Malaysia, Johor Bahru 81310, Johor, Malaysia.
| | - Muhammad Imam Ammarullah
- Department of Mechanical Engineering, Faculty of Engineering, Universitas Diponegoro, Semarang, 50275, Central Java, Indonesia.
- Undip Biomechanics Engineering and Research Centre (UBM-ERC), Universitas Diponegoro, Semarang, 50275, Central Java, Indonesia.
- Department of Mechanical Engineering, Faculty of Engineering, Universitas Pasundan, Bandung, 40153, West Java, Indonesia.
- Biomechanics and Biomedics Engineering Research Centre, Universitas Pasundan, Bandung, 40153, West Java, Indonesia.
| | - Nurelisya Suraya Mohd Sukri
- Bone Biomechanics Laboratory (BBL), Department of Biomedical Engineering and Health Sciences, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Johor Bahru 81310, Johor, Malaysia
| | - Nur Syafiqah Faidzul Hassan
- Bone Biomechanics Laboratory (BBL), Department of Biomedical Engineering and Health Sciences, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Johor Bahru 81310, Johor, Malaysia
| | - Muhammad Hanif Baharuddin
- Bone Biomechanics Laboratory (BBL), Department of Biomedical Engineering and Health Sciences, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, Johor Bahru 81310, Johor, Malaysia
| | - Mohammed Rafiq Abdul Kadir
- Department of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia
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22
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Gavette H, McDonald CL, Kostick-Quenet K, Mullen A, Najafi B, Finco MG. Advances in prosthetic technology: a perspective on ethical considerations for development and clinical translation. FRONTIERS IN REHABILITATION SCIENCES 2024; 4:1335966. [PMID: 38293290 PMCID: PMC10824968 DOI: 10.3389/fresc.2023.1335966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 12/29/2023] [Indexed: 02/01/2024]
Abstract
Technological advancements of prostheses in recent years, such as haptic feedback, active power, and machine learning for prosthetic control, have opened new doors for improved functioning, satisfaction, and overall quality of life. However, little attention has been paid to ethical considerations surrounding the development and translation of prosthetic technologies into clinical practice. This article, based on current literature, presents perspectives surrounding ethical considerations from the authors' multidisciplinary views as prosthetists (HG, AM, CLM, MGF), as well as combined research experience working directly with people using prostheses (AM, CLM, MGF), wearable technologies for rehabilitation (MGF, BN), machine learning and artificial intelligence (BN, KKQ), and ethics of advanced technologies (KKQ). The target audience for this article includes developers, manufacturers, and researchers of prosthetic devices and related technology. We present several ethical considerations for current advances in prosthetic technology, as well as topics for future research, that may inform product and policy decisions and positively influence the lives of those who can benefit from advances in prosthetic technology.
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Affiliation(s)
- Hayden Gavette
- Orthotics and Prosthetics Program, School of Health Professions, Baylor College of Medicine, Houston, TX, United States
| | - Cody L. McDonald
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, United States
| | - Kristin Kostick-Quenet
- Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, TX, United States
| | - Ashley Mullen
- Orthotics and Prosthetics Program, School of Health Professions, Baylor College of Medicine, Houston, TX, United States
| | - Bijan Najafi
- Interdisciplinary Consortium on Advanced Motion Performance Lab (iCAMP), Department of Surgery, Baylor College of Medicine, Houston, TX, United States
| | - M. G. Finco
- Orthotics and Prosthetics Program, School of Health Professions, Baylor College of Medicine, Houston, TX, United States
- Interdisciplinary Consortium on Advanced Motion Performance Lab (iCAMP), Department of Surgery, Baylor College of Medicine, Houston, TX, United States
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23
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Malesevic N, Lindén F, Fureby L, Rudervall C, Björkman A, Antfolk C. Exploration of sensations evoked during electrical stimulation of the median nerve at the wrist level. J Neural Eng 2023; 20:066025. [PMID: 38029427 DOI: 10.1088/1741-2552/ad10d0] [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: 06/30/2023] [Accepted: 11/29/2023] [Indexed: 12/01/2023]
Abstract
Objective.Nerve rehabilitation following nerve injury or surgery at the wrist level is a lengthy process during which not only peripheral nerves regrow towards receptors and muscles, but also the brain undergoes plastic changes. As a result, at the time when nerves reach their targets, the brain might have already allocated some of the areas within the somatosensory cortex that originally processed hand signals to some other regions of the body. The aim of this study is to show that it is possible to evoke a variety of somatotopic sensations related to the hand while stimulating proximally to the injury, therefore, providing the brain with the relevant inputs from the hand regions affected by the nerve damage.Approach.This study included electrical stimulation of 28 able-bodied participants where an electrode that acted as a cathode was placed above the Median nerve at the wrist level. The parameters of electrical stimulation, amplitude, frequency, and pulse shape, were modulated within predefined ranges to evaluate their influence on the evoked sensations.Main results.Using this methodology, the participants reported a wide variety of somatotopic sensations from the hand regions distal to the stimulation electrode.Significance.Furthermore, to propose an accelerated stimulation tuning procedure that could be implemented in a clinical protocol and/or standalone device for providing meaningful sensations to the somatosensory cortex during nerve regeneration, we trained machine-learning techniques using the gathered data to predict the location/area, naturalness, and sensation type of the evoked sensations following different stimulation patterns.
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Affiliation(s)
- Nebojsa Malesevic
- Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden
| | - Frida Lindén
- Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden
| | - Lycke Fureby
- Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden
| | - Carolina Rudervall
- Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden
| | - Anders Björkman
- Department of Hand Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg and Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Christian Antfolk
- Department of Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden
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Kılınç Kamacı G, Aydemir K. Lower limb prosthetic prescription. Turk J Phys Med Rehabil 2023; 69:391-399. [PMID: 38766589 PMCID: PMC11099867 DOI: 10.5606/tftrd.2023.12988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 05/05/2023] [Indexed: 05/22/2024] Open
Abstract
Lower limb amputations are the most common level of amputation. Mobilization of patients with lower limb amputations is an important rehabilitation goal. It is critical to prescribe the most appropriate prosthesis for the patient to achieve the rehabilitation goal in lower extremity amputations. Appropriate prosthesis prescription in lower extremity amputations is based on the selection of the correct prosthetic parts. The choice of prosthesis should be based on the patient's activity level and potential. The prosthesis decision should be made by a team, particularly with the participation of the patient.
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Affiliation(s)
- Gizem Kılınç Kamacı
- Department of Physical Medicine and Rehabilitation, Ankara Gaziler Physical Therapy and Rehabilitation Training and Research Hospital, Ankara, Türkiye
| | - Koray Aydemir
- Department of Physical Medicine and Rehabilitation, Ankara Gaziler Physical Therapy and Rehabilitation Training and Research Hospital, Ankara, Türkiye
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Li S, Triolo RJ, Charkhkar H. Neural sensory stimulation does not interfere with the H-reflex in individuals with lower limb amputation. Front Neurosci 2023; 17:1276308. [PMID: 37817801 PMCID: PMC10560717 DOI: 10.3389/fnins.2023.1276308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 09/12/2023] [Indexed: 10/12/2023] Open
Abstract
Introduction Individuals with lower limb loss experience an increased risk of falls partly due to the lack of sensory feedback from their missing foot. It is possible to restore plantar sensation perceived as originating from the missing foot by directly interfacing with the peripheral nerves remaining in the residual limb, which in turn has shown promise in improving gait and balance. However, it is yet unclear how these electrically elicited plantar sensation are integrated into the body's natural sensorimotor control reflexes. Historically, the H-reflex has been used as a model for investigating sensorimotor control. Within the spinal cord, an array of inputs, including plantar cutaneous sensation, are integrated to produce inhibitory and excitatory effects on the H-reflex. Methods In this study, we characterized the interplay between electrically elicited plantar sensations and this intrinsic reflex mechanism. Participants adopted postures mimicking specific phases of the gait cycle. During each posture, we electrically elicited plantar sensation, and subsequently the H-reflex was evoked both in the presence and absence of these sensations. Results Our findings indicated that electrically elicited plantar sensations did not significantly alter the H-reflex excitability across any of the adopted postures. Conclusion This suggests that individuals with lower limb loss can directly benefit from electrically elicited plantar sensation during walking without disrupting the existing sensory signaling pathways that modulate reflex responses.
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Affiliation(s)
- Suzhou Li
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, United States
| | - Ronald J. Triolo
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, United States
| | - Hamid Charkhkar
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States
- Louis Stokes Cleveland Veteran Affairs Medical Center, Cleveland, OH, United States
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26
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Damonte F, Durandau G, Gonzalez-Vargas J, Van Der Kooij H, Sartori M. Synergy-Driven Musculoskeletal Modeling to Estimate Muscle Excitations and Joint Moments at Different Walking Speeds in Individuals with Transtibial Amputation. IEEE Int Conf Rehabil Robot 2023; 2023:1-6. [PMID: 37941287 DOI: 10.1109/icorr58425.2023.10304814] [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: 11/10/2023]
Abstract
The main requirement for an amputee is to regain the function of the lost limb. In order to fully benefit from powered prosthetic legs, the user must rely on the dynamic control of the device. Progress in high-level control for powered prosthetic legs is currently challenged by the inability of current control schemes to generalize to large repertoires of movements as well as adapting to external mechanical demands. This ultimately leads the user to adopt compensatory movements, lack of comfort, higher energy requirements during walking and standing. This study uses a feedforward model of muscle activation and force generation that applies mathematical formulations of muscle synergies to generate synthetic activation profiles underlying walking across different speeds. Estimated activation profiles are used to drive forward subject-specific numerical models of the lower extremity musculoskeletal system. The model was validated on one individual with uni-lateral transtibial amputation and its predictions were compared to experimental torques from inverse dynamic calculations. Results showed that a generic muscle synergy driven personalized musculoskeletal model can fit the ankle torques of the intact limb of a person with transtibial amputation (RMSD = 0.1329±0.02). The estimated moments might be suitable as the control signal to drive powered prostheses to ultimately improve physical interaction between the user and a powered prostheses during dynamic motor tasks.
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27
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Chen YN, Wu YN, Yang BS. The neuromuscular control for lower limb exoskeleton- a 50-year perspective. J Biomech 2023; 158:111738. [PMID: 37562276 DOI: 10.1016/j.jbiomech.2023.111738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 07/19/2023] [Accepted: 07/21/2023] [Indexed: 08/12/2023]
Abstract
Historically, impaired lower limb function has resulted in heavy health burden and large economic loss in society. Although experts from various fields have put large amounts of effort into overcoming this challenge, there is still not a single standard treatment that can completely restore the lost limb function. During the past half century, with the advancing understanding of human biomechanics and engineering technologies, exoskeletons have achieved certain degrees of success in assisting and rehabilitating patients with loss of limb function, and therefore has been spotlighted in both the medical and engineering fields. In this article, we review the development milestones of lower limb exoskeletons as well as the neuromuscular interactions between the device and wearer throughout the past 50 years. Fifty years ago, the lower-limb exoskeletons just started to be devised. We review several prototypes and present their designs in terms of structure, sensor and control systems. Subsequently, we introduce the development milestones of modern lower limb exoskeletons and discuss the pros and cons of these differentiated devices. In addition, we summarize current important neuromuscular control systems and sensors; and discuss current evidence demonstrating how the exoskeletons may affect neuromuscular control of wearers. In conclusion, based on our review, we point out the possible future direction of combining multiple current technologies to build lower limb exoskeletons that can serve multiple aims.
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Affiliation(s)
- Yu-Ning Chen
- Department of Mechanical Engineering, National Yang Ming Chiao Tung University, Taiwan; Biomechanics and Medical Application Laboratory, National Yang Ming Chiao Tung University; Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital Hsin-Chu Branch, Taiwan
| | - Yi-Ning Wu
- Department of Physical Therapy and Kinesiology, University of Massachusetts Lowell, MA, USA; The New England Robotics Validation and Experimentation Center, University of Massachusetts Lowell, MA, USA
| | - Bing-Shiang Yang
- Department of Mechanical Engineering, National Yang Ming Chiao Tung University, Taiwan; Biomechanics and Medical Application Laboratory, National Yang Ming Chiao Tung University; Mechanical and Mechatronics Systems Research Laboratories, Industrial Technology Research Institute, Taiwan; Taiwanese Society of Biomechanics, Taiwan.
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28
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Valette R, Gonzalez-Vargas J, Dosen S. The impact of walking on the perception of multichannel electrotactile stimulation in individuals with lower-limb amputation and able-bodied participants. J Neuroeng Rehabil 2023; 20:108. [PMID: 37592336 PMCID: PMC10436512 DOI: 10.1186/s12984-023-01234-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 08/09/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND One of the drawbacks of lower-limb prostheses is that they do not provide explicit somatosensory feedback to their users. Electrotactile stimulation is an attractive technology to restore such feedback because it enables compact solutions with multiple stimulation points. This allows stimulating a larger skin area to provide more information concurrently and modulate parameters spatially as well as in amplitude. However, for effective use, electrotactile stimulation needs to be calibrated and it would be convenient to perform this procedure while the subject is seated. However, amplitude and spatial perception can be affected by motion and/or physical coupling between the residual limb and the socket. In the present study, we therefore evaluated and compared the psychometric properties of multichannel electrotactile stimulation applied to the thigh/residual limb during sitting versus walking. METHODS The comprehensive assessment included the measurement of the sensation and discomfort thresholds (ST & DT), just noticeable difference (JND), number of distinct intervals (NDI), two-point discrimination threshold (2PD), and spatial discrimination performance (SD). The experiment involved 11 able-bodied participants (4 females and 7 males; 29.2 ± 3.8 years), 3 participants with transtibial amputation, and 3 participants with transfemoral amputation. RESULTS In able-bodied participants, the results were consistent for all the measured parameters, and they indicated that both amplitude and spatial perception became worse during walking. More specifically, ST and DT increased significantly during walking vs. sitting (2.90 ± 0.82 mA vs. 2.00 ± 0.52 mA; p < 0.001 for ST and 7.74 ± 0.84 mA vs. 7.21 ± 1.30 mA; p < 0.05 for DT) and likewise for the JND (22.47 ± 12.21% vs. 11.82 ± 5.07%; p < 0.01), while the NDI became lower (6.46 ± 3.47 vs. 11.27 ± 5.18 intervals; p < 0.01). Regarding spatial perception, 2PD was higher during walking (69.78 ± 17.66 mm vs. 57.85 ± 14.87 mm; p < 0.001), while the performance of SD was significantly lower (56.70 ± 10.02% vs. 64.55 ± 9.44%; p < 0.01). For participants with lower-limb amputation, the ST, DT, and performance in the SD assessment followed the trends observed in the able-bodied population. The results for 2PD and JND were however different and subject-specific. CONCLUSION The conducted evaluation demonstrates that electrotactile feedback should be calibrated in the conditions in which it will be used (e.g., during walking). The calibration during sitting, while more convenient, might lead to an overly optimistic (or in some cases pessimistic) estimate of sensitivity. In addition, the results underline that calibration is particularly important in people affected by lower-limb loss to capture the substantial variability in the conditions of the residual limb and prosthesis setup. These insights are important for the implementation of artificial sensory feedback in lower-limb prosthetics applications.
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Affiliation(s)
- Romain Valette
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | | | - Strahinja Dosen
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark.
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29
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Sun H, He C, Vujaklija I. Design trends in actuated lower-limb prosthetic systems: a narrative review. Expert Rev Med Devices 2023; 20:1157-1172. [PMID: 37925668 DOI: 10.1080/17434440.2023.2279999] [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: 04/11/2023] [Accepted: 11/02/2023] [Indexed: 11/07/2023]
Abstract
INTRODUCTION Actuated lower limb prostheses, including powered (active) and semi-active (quasi-passive) joints, are endowed with controllable power and/or impedance, which can be advantageous to limb impairment individuals by improving locomotion mechanics and reducing the overall metabolic cost of ambulation. However, an increasing number of commercial and research-focused options have made navigating this field a daunting task for users, researchers, clinicians, and professionals. AREAS COVERED The present paper provides an overview of the latest trends and developments in the field of actuated lower-limb prostheses and corresponding technologies. Following a gentle summary of essential gait features, we introduce and compare various actuated prosthetic solutions in academia and the market designed to provide assistance at different levels of impairments. Correspondingly, we offer insights into the latest developments of sockets and suspension systems, before finally discussing the established and emerging trends in surgical approaches aimed at improving prosthetic experience through enhanced physical and neural interfaces. EXPERT OPINION The ongoing challenges and future research opportunities in the field are summarized for exploring potential avenues for development of next generation of actuated lower limb prostheses. In our opinions, a closer multidisciplinary integration can be found in the field of actuated lower-limb prostheses in the future.
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Affiliation(s)
- Haoran Sun
- School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, P.R. China
- Department of Electrical Engineering and Automation, Aalto University, Espoo, Finland
| | - Chaoming He
- School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, P.R. China
| | - Ivan Vujaklija
- Department of Electrical Engineering and Automation, Aalto University, Espoo, Finland
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Ahkami B, Just F, Ortiz-Catalan M. Probability-Based Rejection of Decoding Output Improves the Accuracy of Locomotion Detection During Gait. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023; 2023:1-4. [PMID: 38083324 DOI: 10.1109/embc40787.2023.10340993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Prosthetic users need reliable control over their assistive devices to regain autonomy and independence, particularly for locomotion tasks. Despite the potential for myoelectric signals to reflect the users' intentions more accurately than external sensors, current motorized prosthetic legs fail to utilize these signals, thus hindering natural control. A reason for this challenge could be the insufficient accuracy of locomotion detection when using muscle signals in activities outside the laboratory, which may be due to factors such as suboptimal signal recording conditions or inaccurate control algorithms.This study aims to improve the accuracy of detecting locomotion during gait by utilizing classification post-processing techniques such as Linear Discriminant Analysis with rejection thresholds. We utilized a pre-recorded dataset of electromyography, inertial measurement unit sensor, and pressure sensor recordings from 21 able-bodied participants to evaluate our approach. The data was recorded while participants were ambulating between various surfaces, including level ground walking, stairs, and ramps. The results of this study show an average improvement of 3% in accuracy in comparison with using no post-processing (p-value < 0.05). Participants with lower classification accuracy profited more from the algorithm and showed greater improvement, up to 8% in certain cases. This research highlights the potential of classification post-processing methods to enhance the accuracy of locomotion detection for improved prosthetic control algorithms when using electromyogram signals.Clinical Relevance- Decoding of locomotion intent can be improved using post-processing techniques thus resulting in a more reliable control of lower limb prostheses.
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31
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Welke B, Hurschler C, Schwarze M, Jakubowitz E, Aschoff HH, Örgel M. Comparison of conventional socket attachment and bone-anchored prosthesis for persons living with transfemoral amputation - mobility and quality of life. Clin Biomech (Bristol, Avon) 2023; 105:105954. [PMID: 37075546 DOI: 10.1016/j.clinbiomech.2023.105954] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 03/29/2023] [Accepted: 04/12/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND For patients with transfemoral amputation experiencing issues with their sockets, bone-anchored prosthesis systems are an alternative and sometimes the only way to be mobile and independent. The present cross-sectional study aimed to investigate the gait performance and quality of life of a group of patients treated with bone-anchored systems compared to those of participants treated with a conventional socket-suspended prosthesis. METHODS A total of 17 participants with a socket-suspended and 20 with a bone-anchored prosthesis were included. Gait patterns were examined for symmetry, and performance was assessed using the six-minute walk test and the timed "Up & Go" test. Magnetic resonance imaging was performed to detect signs of osteoarthritis in both hips. Mobility in everyday life and quality of life were assessed using questionnaires. FINDINGS There were no differences between the groups regarding the quality of life, daily mobility, and gait performance. The step width was significantly higher for the patients using socket-suspended prosthesis. The socket-suspended group showed a significant asymmetry regarding the step length. In the socket-suspended group, the prosthetic leg showed significantly higher cartilage abrasion than the contralateral leg did. INTERPRETATION Large differences in the measured outcomes in both groups illustrate the very different capabilities of the individual participants, which is apparently not primarily determined by the type of treatment. For patients who are satisfied with the socket treatment and perform well, bone-anchored prosthesis systems may not necessarily improve their functional capabilities and perceived quality of life.
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Affiliation(s)
- Bastian Welke
- Laboratory for Biomechanics and Biomaterials, Department of Orthopaedics, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| | - Christof Hurschler
- Laboratory for Biomechanics and Biomaterials, Department of Orthopaedics, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| | - Michael Schwarze
- Laboratory for Biomechanics and Biomaterials, Department of Orthopaedics, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| | - Eike Jakubowitz
- Laboratory for Biomechanics and Biomaterials, Department of Orthopaedics, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| | - Horst-Heinrich Aschoff
- Department of Trauma, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
| | - Marcus Örgel
- Department of Trauma, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
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