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Zhang G, Hong TTH, Li L, Zhang M. Automatic Detection of Fatigued Gait Patterns in Older Adults: An Intelligent Portable Device Integrating Force and Inertial Measurements with Machine Learning. Ann Biomed Eng 2025; 53:48-58. [PMID: 39136890 PMCID: PMC11782397 DOI: 10.1007/s10439-024-03603-z] [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: 12/13/2023] [Accepted: 08/08/2024] [Indexed: 02/01/2025]
Abstract
PURPOSE This study aimed to assess the feasibility of early detection of fatigued gait patterns for older adults through the development of a smart portable device. METHODS The smart device incorporated seven force sensors and a single inertial measurement unit (IMU) to measure regional plantar forces and foot kinematics. Data were collected from 18 older adults walking briskly on a treadmill for 60 min. The optimal feature set for each recognition model was determined using forward sequential feature selection in a wrapper fashion through fivefold cross-validation. The recognition model was selected from four machine learning models through leave-one-subject-out cross-validation. RESULTS Five selected characteristics that best represented the state of fatigue included impulse at the medial and lateral arches (increased, p = 0.002 and p < 0.001), contact angle and rotation range of angle in the sagittal plane (increased, p < 0.001), and the variability of the resultant swing angular acceleration (decreased, p < 0.001). The detection accuracy based on the dual signal source of IMU and plantar force was 99%, higher than the 95% accuracy based on the single source. The intelligent portable device demonstrated excellent generalization (ranging from 93 to 100%), real-time performance (2.79 ms), and portability (32 g). CONCLUSION The proposed smart device can detect fatigue patterns with high precision and in real time. SIGNIFICANCE The application of this device possesses the potential to reduce the injury risk for older adults related to fatigue during gait.
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Affiliation(s)
- Guoxin Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China
| | - Tommy Tung-Ho Hong
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China
| | - Li Li
- School of Fashion and Textiles, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China.
- Research Institute for Sports and Technology, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China.
| | - Ming Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China.
- Research Institute for Sports and Technology, The Hong Kong Polytechnic University, Hong Kong SAR, 999077, China.
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Toderita D, Favier CD, Henson DP, Vardakastani V, Sherman K, Bennett AN, Bull AMJ. Hip joint and muscle loading for persons with bilateral transfemoral/through-knee amputations: biomechanical differences between full-length articulated and foreshortened non-articulated prostheses. J Neuroeng Rehabil 2023; 20:169. [PMID: 38115144 PMCID: PMC10729544 DOI: 10.1186/s12984-023-01296-4] [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: 08/14/2023] [Accepted: 12/12/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Currently, there is little available in-depth analysis of the biomechanical effect of different prostheses on the musculoskeletal system function and residual limb internal loading for persons with bilateral transfemoral/through-knee amputations (BTF). Commercially available prostheses for BTF include full-length articulated prostheses (microprocessor-controlled prosthetic knees with dynamic response prosthetic feet) and foreshortened non-articulated stubby prostheses. This study aims to assess and compare the BTF musculoskeletal function and loading during gait with these two types of prostheses. METHODS Gait data were collected from four male traumatic military BTF and four able-bodied (AB) matched controls using a 10-camera motion capture system with two force plates. BTF completed level-ground walking trials with full-length articulated and foreshortened non-articulated stubby prostheses. Inverse kinematics, inverse dynamics and musculoskeletal modelling simulations were conducted. RESULTS Full-length articulated prostheses introduced larger stride length (by 0.5 m) and walking speed (by 0.3 m/s) than stubbies. BTF with articulated prostheses showed larger peak hip extension angles (by 10.1°), flexion moment (by 1.0 Nm/kg) and second peak hip contact force (by 3.8 bodyweight) than stubbies. There was no difference in the hip joint loading profile between BTF with stubbies and AB for one gait cycle. Full-length articulated prostheses introduced higher hip flexor muscle force impulse than stubbies. CONCLUSIONS Compared to stubbies, BTF with full-length articulated prostheses can achieve similar activity levels to persons without limb loss, but this may introduce detrimental muscle and hip joint loading, which may lead to reduced muscular endurance and joint degeneration. This study provides beneficial guidance in making informed decisions for prosthesis choice.
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Affiliation(s)
- Diana Toderita
- Department of Bioengineering, Imperial College London, London, UK.
| | - Clement D Favier
- Department of Bioengineering, Imperial College London, London, UK
| | - David P Henson
- Department of Bioengineering, Imperial College London, London, UK
| | | | | | | | - Anthony M J Bull
- Department of Bioengineering, Imperial College London, London, UK
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Johansson R, Jensen L, Barnett CT, Rusaw DF. Quantitative methods used to evaluate balance, postural control, and the fear of falling in lower limb prosthesis users: A systematic review. Prosthet Orthot Int 2023; 47:586-598. [PMID: 37318276 DOI: 10.1097/pxr.0000000000000250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 04/23/2023] [Indexed: 06/16/2023]
Abstract
Problems with balance, postural control, and fear of falling are highly prevalent in lower limb prosthesis users, with much research conducted to understand these issues. The variety of tools used to assess these concepts presents a challenge when interpreting research outcomes. This systematic review aimed to provide a synthesis of quantifiable methods used in the evaluation of balance, postural control, and fear of falling in lower limb prosthesis users with an amputation level at or proximal to the ankle joint. A systematic search was conducted in CINAHL, Medline, AMED, Cochrane, AgeLine, Scopus, Web of Science, Proquest, PsycINFO, PsycArticles, and PubPsych databases followed by additional manual searching via reference lists in the reviewed articles databases. Included articles used quantitative measure of balance or postural control as one of the dependent variables, lower limb prosthesis users as a sample group, and were published in a peer-reviewed journal in English. Relevant assessment questions were created by the investigators to rate the assessment methods used in the individual studies. Descriptive and summary statistics are used to synthesize the results. The search yielded (n = 187) articles assessing balance or postural control (n = 5487 persons in total) and (n = 66) articles assessing fear of falling or balance confidence (n = 7325 persons in total). The most used test to measure balance was the Berg Balance Scale and the most used test to measure fear of falling was the Activities-specific Balance Confidence scale. A large number of studies did not present if the chosen methods were valid and reliable for the lower limb prosthesis users. Among study limitations, small sample size was common.
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Affiliation(s)
- Robin Johansson
- School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Louise Jensen
- School of Health and Welfare, Jönköping University, Jönköping, Sweden
- Southern Älvsborg Hospital, Borås, Sweden
| | - Cleveland T Barnett
- School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom
| | - David F Rusaw
- School of Health and Welfare, Jönköping University, Jönköping, Sweden
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X-reality for Phantom Limb Management for Amputees: A Systematic Review and Meta-Analysis. ENGINEERED REGENERATION 2023. [DOI: 10.1016/j.engreg.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023] Open
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Benton AM, Amiri P, Henson DP, Sivapuratharasu B, Mcgregor AH, Bull AMJ. Characterization of muscle recruitment during gait of bilateral transfemoral and through-knee persons with limb loss. Front Bioeng Biotechnol 2023; 11:1128528. [PMID: 37082215 PMCID: PMC10110921 DOI: 10.3389/fbioe.2023.1128528] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 03/17/2023] [Indexed: 04/22/2023] Open
Abstract
Introduction: Due to loss in musculoskeletal capacity, there is an increased burden on the residual limbs of bilateral transfemoral and through-knee persons with limb loss. This reduced capacity is associated with an increased cost of walking that is detrimental to functionality. Compensatory gait strategies are adopted by this population. However, how these strategies relate to specific muscle recruitment is not known. The primary aim of this study is to characterize muscle recruitment during gait of this population. The secondary aim is to assess whether the measured kinematics can be actuated when the endurance of specific muscles is reduced and if this is the case, which alternative muscles facilitate this. Methods: 3D gait data and high-resolution magnetic resonance images were acquired from six bilateral transfemoral and through-knee persons with limb loss. Subject-specific anatomical muscle models were developed for each participant, and a validated musculoskeletal model was used to quantify muscle forces in two conditions: during normal gait (baseline) and when muscles, which were identified as functioning above a "healthy" level at baseline, have a reduced magnitude of maximum force capacity (reduced endurance simulation). To test the hypothesis that there are differences in muscle forces between the baseline trials and the simulations with reduced muscular endurance, a Bonferroni corrected two-way ANOVA with repeated measures was completed between the two states. Results: The baseline analysis showed that the hip flexors experience relatively high muscle activations during gait. The reduced endurance simulation found two scenarios. First, for 5 out of the 12 simulations, the baseline kinematics could not be reproduced with the reduced muscular capacity. Second, for 7 out of 12 cases where the baseline kinematics were achieved, this was possible with compensatory increased activation of some muscles with similar functions (p ≤ 0.003). Discussion: Evidently, due to the loss of the ankle plantar flexors, gait imposes a high demand on the flexor muscle group of the residual limb. This study highlights how the elevated cost of gait in this population manifests in muscle recruitment. To enhance functionality, it is critical to consider the mechanical demand on the hip flexors and to develop rehabilitation interventions accordingly.
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Affiliation(s)
- Alice M. Benton
- Department of Bioengineering, Imperial College London, London, United Kingdom
- *Correspondence: Alice M. Benton,
| | - Pouya Amiri
- Department of Bioengineering, Imperial College London, London, United Kingdom
- Centre for Blast Injury Studies, Imperial College London, London, United Kingdom
| | - David P. Henson
- Department of Bioengineering, Imperial College London, London, United Kingdom
- Centre for Blast Injury Studies, Imperial College London, London, United Kingdom
| | - Biranavan Sivapuratharasu
- Centre for Blast Injury Studies, Imperial College London, London, United Kingdom
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Alison H. Mcgregor
- Centre for Blast Injury Studies, Imperial College London, London, United Kingdom
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Anthony M. J. Bull
- Department of Bioengineering, Imperial College London, London, United Kingdom
- Centre for Blast Injury Studies, Imperial College London, London, United Kingdom
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Wang Y, Guo X, Wang H, Chen Y, Xu N, Xie M, Wong DWC, Lam WK. Training and retention effects of paced and music-synchronised walking exercises on pre-older females: an interventional study. BMC Geriatr 2022; 22:895. [PMID: 36424532 PMCID: PMC9685952 DOI: 10.1186/s12877-022-03598-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 11/08/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Physical activity at pre-older ages (55-64 years) can greatly affect one's physical fitness, health, physical-activity behaviour, and quality of life at older ages. The objective of this study was to conduct a 24-week walking-exercise programme among sedentary pre-older females and investigate the influence of different walking cadences on cardiorespiratory fitness and associated biomarkers. METHODS A total of 78 pre-older sedentary female participants were recruited and randomly assigned to normal (n = 36), paced (n = 15), music-synchronised (n = 15) walking, and no-exercise control (n = 12) groups, respectively. The normal, paced, and music-synchronised walking groups walked at a cadence of 120 steps/min, 125 steps/min, and 120-128 steps/min, respectively, under supervised conditions. Anthropometric characteristics, step length, nutrient intake, blood pressure and composition, and cardiorespiratory fitness were measured at baseline, the 12th week of the programme, the 24th week of the programme (completion), and after a 12-week retention period, which began immediately upon completion of the programme and did not feature any supervised exercises. RESULTS All walking conditions improved high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol, step length, maximum oxygen consumption (VO2max), and oxidative capacity at anaerobic threshold (all P < 0.001); however, after the 12-week retention period only the training effects of HDL-C (P < 0.05) and VO2max (P < 0.05) remained robust. Additionally, music-synchronised walking was found to reduce the fat ratio (P = 0.031), while paced walking was found to reduce body mass (P = 0.049). CONCLUSIONS The significant pre-post changes in health-related outcomes across the 24-week walking intervention, including improved blood composition, longer step length, and better cardiorespiratory capacity, show that this intervention is promising for improving health and fitness. When, during the retention period, the participants resumed their usual lifestyles without supervised exercise, most physiological biomarkers deteriorated. Thus, for sedentary middle-aged females, persistent behavioural change is necessary to retain the health benefits of physical exercise.
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Affiliation(s)
- Yi Wang
- Department of Physical Education, Renmin University of China, Beijing, China
- Sports and Social Development Research Center, Renmin University of China, Beijing, China
| | - Xian Guo
- Sport Science School, Beijing Sport University, Beijing, China
| | - Hongchu Wang
- School of Mathematical Sciences, South China Normal University, Guangzhou, China
| | - Yinru Chen
- College of Education, Beijing Sport University, Beijing, China
| | - Naxin Xu
- Sport Science School, Beijing Sport University, Beijing, China
| | - Minghao Xie
- National Institute of Sports Medicine, Beijing, China
| | - Duo Wai-Chi Wong
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China.
- Research Institute for Sports Science and Technology, The Hong Kong Polytechnic University, Hung Hom, Hong Kong, China.
| | - Wing-Kai Lam
- Sports Information and External Affairs Centre, Hong Kong Sports Institute, Shatin, Hong Kong, China.
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Chen TLW, Wong DWC, Wang Y, Tan Q, Lam WK, Zhang M. Changes in segment coordination variability and the impacts of the lower limb across running mileages in half marathons: Implications for running injuries. JOURNAL OF SPORT AND HEALTH SCIENCE 2022; 11:67-74. [PMID: 32992036 PMCID: PMC8848018 DOI: 10.1016/j.jshs.2020.09.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 05/18/2020] [Accepted: 08/10/2020] [Indexed: 05/08/2023]
Abstract
BACKGROUND Segment coordination variability (CV) is a movement pattern associated with running-related injuries. It can also be adversely affected by a prolonged run. However, research on this topic is currently limited. The purpose of this study was to investigate the effects of a prolonged run on segment CV and vertical loading rates during a treadmill half marathon. METHODS Fifteen healthy runners ran a half marathon on an instrumental treadmill in a biomechanical laboratory. Synchronized kinematic and kinetic data were collected every 2 km (from 2 km until 20 km), and the data were processed by musculoskeletal modeling. Segment CVs were computed from the angle-angle plots of selected pelvis-thigh, thigh-shank, and shank-rearfoot couplings using a modified vector coding technique. The loading rate of vertical ground reaction force was also calculated. A one-way MANOVA with repeated measures was performed on each of the outcome variables to examine the main effect of running mileage. RESULTS Significant effects of running mileage were found on segment CVs (p ≤ 0.010) but not on loading rate (p = 0.881). Notably, during the early stance phase, the CV of pelvis frontal vs. thigh frontal was significantly increased at 20 km compared with the CV at 8 km (g = 0.59, p = 0.022). The CV of shank transverse vs. rearfoot frontal decreased from 2 km to 8 km (g = 0.30, p = 0.020) but then significantly increased at both 18 km (g = 0.05, p < 0.001) and 20 km (g = 0.36, p < 0.001). CONCLUSION At the early stance, runners maintained stable CVs on the sagittal plane, which could explain the unchanged loading rate throughout the half marathon. However, increased CVs on the frontal/transverse plane may be an early sign of fatigue and indicative of possible injury risk. Further studies are necessary for conclusive statements in this regard.
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Affiliation(s)
- Tony Lin-Wei Chen
- Department of Biomedical Engineering, Faculty of Engineering, Hong Kong Polytechnic University, Hong Kong SAR 999077, China; Li Ning Sports Science Research Center, Li Ning (China) Sports Goods Co. Ltd, Beijing 101111, China
| | - Duo Wai-Chi Wong
- Department of Biomedical Engineering, Faculty of Engineering, Hong Kong Polytechnic University, Hong Kong SAR 999077, China; Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China
| | - Yan Wang
- Department of Biomedical Engineering, Faculty of Engineering, Hong Kong Polytechnic University, Hong Kong SAR 999077, China; Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China
| | - Qitao Tan
- Department of Biomedical Engineering, Faculty of Engineering, Hong Kong Polytechnic University, Hong Kong SAR 999077, China
| | - Wing-Kai Lam
- Li Ning Sports Science Research Center, Li Ning (China) Sports Goods Co. Ltd, Beijing 101111, China; Department of Kinesiology, Shenyang Sports Institute, Shenyang 110102, China.
| | - Ming Zhang
- Department of Biomedical Engineering, Faculty of Engineering, Hong Kong Polytechnic University, Hong Kong SAR 999077, China; Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China.
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Younesian H, Ouellet R, Legrand T, Turcot K. Six-Minute Walk Test in Individuals With Unilateral Lower Limb Amputations. FOOT & ANKLE ORTHOPAEDICS 2021; 6:24730114211050366. [PMID: 35097477 PMCID: PMC8559214 DOI: 10.1177/24730114211050366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND The 6-minute walk test (6MWT) is one of the common clinical tests to assess rehabilitation progress and needs in individuals with lower-limb amputation (iLLAs). However, the analysis of this test is mostly limited to the distance parameter. The first aim was to investigate effort intensity and spatiotemporal parameters of 6MWT in iLLAs using inertial measurement units (IMUs) and heart rate (HR) monitor, and second, to assess physical, physiological, and pain-related aspects of fatigue over 6MWT. METHODS Eleven unilateral iLLAs (57.91±15.63 years old) participated in this study. To evaluate HR and spatiotemporal parameters over 6MWT, data were classified using 6 intervals of 1 minute each (I1-I6). The pain level of participants was estimated using the visual analog scale (VAS). RESULTS Our results showed that the means of normalized HR gradually increased over 6MWT (I1: 61.59±10.73 HRmax%, I6: 70.15±12.26 HRmax%, P = .003). Variability of HR during the first interval of 6MWT was higher than the others (P < .05). The stance ratio of the gait cycle increased over 6MWT (P < .05). Cadence and speed decreased over 6MWT (P < .05). VAS score after 6MWT was significantly higher than before 6MWT (P = .016). CONCLUSION In this preliminary study, effort intensity over 6MWT gradually increased because of enhancement of HR. Deterioration of speed and cadence and enhancement of stance ratio over 6MWT imply potential physical aspects of fatigue and instability. LEVEL OF EVIDENCE Level III, retrospective comparative study.
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Affiliation(s)
- Hananeh Younesian
- Department of Kinesiology, Laval University, Quebec City, Quebec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Quebec City, Quebec, Canada
| | - Raphaël Ouellet
- Department of Kinesiology, Laval University, Quebec City, Quebec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Quebec City, Quebec, Canada
| | - Thomas Legrand
- Department of Kinesiology, Laval University, Quebec City, Quebec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Quebec City, Quebec, Canada
| | - Katia Turcot
- Department of Kinesiology, Laval University, Quebec City, Quebec, Canada
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (CIRRIS), Quebec City, Quebec, Canada
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Cheng KW, Peng Y, Chen TLW, Zhang G, Cheung JCW, Lam WK, Wong DWC, Zhang M. A Three-Dimensional Printed Foot Orthosis for Flexible Flatfoot: An Exploratory Biomechanical Study on Arch Support Reinforcement and Undercut. MATERIALS (BASEL, SWITZERLAND) 2021; 14:5297. [PMID: 34576526 PMCID: PMC8469370 DOI: 10.3390/ma14185297] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/03/2021] [Accepted: 09/12/2021] [Indexed: 11/18/2022]
Abstract
The advancement of 3D printing and scanning technology enables the digitalization and customization of foot orthosis with better accuracy. However, customized insoles require rectification to direct control and/or correct foot deformity, particularly flatfoot. In this exploratory study, we aimed at two design rectification features (arch stiffness and arch height) using three sets of customized 3D-printed arch support insoles (R+U+, R+U-, and R-U+). The arch support stiffness could be with or without reinforcement (R+/-) and the arch height may or may not have an additional elevation, undercutting (U+/-), which were compared to the control (no insole). Ten collegiate participants (four males and six females) with flexible flatfoot were recruited for gait analysis on foot kinematics, vertical ground reaction force, and plantar pressure parameters. A randomized crossover trial was conducted on the four conditions and analyzed using the Friedman test with pairwise Wilcoxon signed-rank test. Compared to the control, there were significant increases in peak ankle dorsiflexion and peak pressure at the medial midfoot region, accompanied by a significant reduction in peak pressure at the hindfoot region for the insole conditions. In addition, the insoles tended to control hindfoot eversion and forefoot abduction though the effects were not significant. An insole with stronger support features (R+U+) did not necessarily produce more favorable outcomes, probably due to over-cutting or impingement. The outcome of this study provides additional data to assist the design rectification process. Future studies should consider a larger sample size with stratified flatfoot features and covariating ankle flexibility while incorporating more design features, particularly medial insole postings.
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Affiliation(s)
- Ka-Wing Cheng
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
| | - Yinghu Peng
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
- The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China
| | - Tony Lin-Wei Chen
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
| | - Guoxin Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
| | - James Chung-Wai Cheung
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
| | - Wing-Kai Lam
- Guangdong Provincial Engineering Technology Research Center for Sports Assistive Devices, Guangzhou Sport University, Guangzhou 510000, China;
- Department of Kinesiology, Shenyang Sport University, Shenyang 110102, China
- Li Ning Sports Science Research Center, Li Ning (China) Sports Goods Company, Beijing 101111, China
| | - Duo Wai-Chi Wong
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
- The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China
| | - Ming Zhang
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (K.-W.C.); (Y.P.); (T.L.-W.C.); (G.Z.); (J.C.-W.C.)
- The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen 518057, China
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Plantar Pressure Variability and Asymmetry in Elderly Performing 60-Minute Treadmill Brisk-Walking: Paving the Way towards Fatigue-Induced Instability Assessment Using Wearable In-Shoe Pressure Sensors. SENSORS 2021; 21:s21093217. [PMID: 34066398 PMCID: PMC8124239 DOI: 10.3390/s21093217] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/21/2021] [Accepted: 04/26/2021] [Indexed: 12/13/2022]
Abstract
Evaluation of potential fatigue for the elderly could minimize their risk of injury and thus encourage them to do more physical exercises. Fatigue-related gait instability was often assessed by the changes of joint kinematics, whilst planar pressure variability and asymmetry parameters may complement and provide better estimation. We hypothesized that fatigue condition (induced by the treadmill brisk-walking task) would lead to instability and could be reflected by the variability and asymmetry of plantar pressure. Fifteen elderly adults participated in the 60-min brisk walking trial on a treadmill without a pause, which could ensure that the fatigue-inducing effect is continuous and participants will not recover halfway. The plantar pressure data were extracted at baseline, the 30th minute, and the 60th minute. The median of contact time, peak pressure, and pressure-time integrals in each plantar region was calculated, in addition to their asymmetry and variability. After 60 min of brisk walking, there were significant increases in peak pressure at the medial and lateral arch regions, and central metatarsal regions, in addition to their impulses (p < 0.05). In addition, the variability of plantar pressure at the medial arch was significantly increased (p < 0.05), but their asymmetry was decreased. On the other hand, the contact time was significantly increased at all plantar regions (p < 0.05). The weakened muscle control and shock absorption upon fatigue could be the reason for the increased peak pressure, impulse, and variability, while the improved symmetry and prolonged plantar contact time could be a compensatory mechanism to restore stability. The outcome of this study can facilitate the development of gait instability or fatigue assessment using wearable in-shoe pressure sensors.
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Zhang G, Wong IKK, Chen TLW, Hong TTH, Wong DWC, Peng Y, Yan F, Wang Y, Tan Q, Zhang M. Identifying Fatigue Indicators Using Gait Variability Measures: A Longitudinal Study on Elderly Brisk Walking. SENSORS 2020; 20:s20236983. [PMID: 33297364 PMCID: PMC7730469 DOI: 10.3390/s20236983] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 12/01/2020] [Accepted: 12/04/2020] [Indexed: 12/23/2022]
Abstract
Real-time detection of fatigue in the elderly during physical exercises can help identify the stability and thus falling risks which are commonly achieved by the investigation of kinematic parameters. In this study, we aimed to identify the change in gait variability parameters from inertial measurement units (IMU) during a course of 60 min brisk walking which could lay the foundation for the development of fatigue-detecting wearable sensors. Eighteen elderly people were invited to participate in the brisk walking trials for 60 min with a single IMU attached to the posterior heel region of the dominant side. Nine sets of signals, including the accelerations, angular velocities, and rotation angles of the heel in three anatomical axes, were measured and extracted at the three walking times (baseline, 30th min, and 60th min) of the trial for analysis. Sixteen of eighteen participants reported fatigue after walking, and there were significant differences in the median acceleration (p = 0.001), variability of angular velocity (p = 0.025), and range of angle rotation (p = 0.0011), in the medial–lateral direction. In addition, there were also significant differences in the heel pronation angle (p = 0.005) and variability and energy consumption of the angles in the anterior–posterior axis (p = 0.028, p = 0.028), medial–lateral axis (p = 0.014, p = 0.014), and vertical axis (p = 0.002, p < 0.001). Our study demonstrated that a single IMU on the posterior heel of the dominant side can address the variability of kinematics parameters for elderly performing prolonged brisk walking and could serve as an indicator for walking instability, and thus fatigue.
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Affiliation(s)
- Guoxin Zhang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Ivy Kwan-Kei Wong
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Tony Lin-Wei Chen
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Tommy Tung-Ho Hong
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Duo Wai-Chi Wong
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China
| | - Yinghu Peng
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Fei Yan
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Yan Wang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China
| | - Qitao Tan
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
| | - Ming Zhang
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China; (G.Z.); (I.K.-K.W.); (T.L.-W.C.); (T.T.-H.H.); (D.W.-C.W.); (Y.P.); (F.Y.); (Y.W.); (Q.T.)
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518057, China
- Correspondence: ; Tel.: +852-2766-4939
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Maximal Walking Distance in Persons with a Lower Limb Amputation. SENSORS 2020; 20:s20236770. [PMID: 33256247 PMCID: PMC7729984 DOI: 10.3390/s20236770] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/20/2020] [Accepted: 11/24/2020] [Indexed: 11/17/2022]
Abstract
The distance one can walk at a time could be considered an important functional outcome in people with a lower limb amputation. In clinical practice, walking distance in daily life is based on self-report (SIGAM mobility grade (Special Interest Group in Amputee Medicine)), which is known to overestimate physical activity. The aim of this study was to assess the number of consecutive steps and walking bouts in persons with a lower limb amputation, using an accelerometer sensor. The number of consecutive steps was related to their SIGAM mobility grade and to the consecutive steps of age-matched controls in daily life. Twenty subjects with a lower limb amputation and ten age-matched controls participated in the experiment for two consecutive days, in their own environment. Maximal number of consecutive steps and walking bouts were obtained by two accelerometers in the left and right trouser pocket, and one accelerometer on the sternum. In addition, the SIGAM mobility grade was determined and the 10 m walking test (10 MWT) was performed. The maximal number of consecutive steps and walking bouts were significantly smaller in persons with a lower limb amputation, compared to the control group (p < 0.001). Only 4 of the 20 persons with a lower limb amputation had a maximal number of consecutive steps in the range of the control group. Although the maximal covered distance was moderately correlated with the SIGAM mobility grade in participants with an amputation (r = 0.61), for 6 of them, the SIGAM mobility grade did not match with the maximal covered distance. The current study indicated that mobility was highly affected in most persons with an amputation and that the SIGAM mobility grade did not reflect what persons with a lower limb amputation actually do in daily life. Therefore, objective assessment of the maximal number of consecutive steps of maximal covered distance is recommended for clinical treatment.
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Lam WK, Wong DWC, Lee WCC. Biomechanics of lower limb in badminton lunge: a systematic scoping review. PeerJ 2020; 8:e10300. [PMID: 33194445 PMCID: PMC7648456 DOI: 10.7717/peerj.10300] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 10/14/2020] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Badminton is a popular sport activity in both recreational and elite levels. A lot of biomechanical studies have investigated badminton lunge, since good lunge performance may increase the chances to win the game. This review summarized the current trends, research methods, and parameters-of-interest concerning lower-extremity biomechanics in badminton lunges. METHODOLOGY Databases including Web of Science, Cochrane Library, Scopus, and PubMed were searched from the oldest available date to September 2020. Two independent authors screened all the articles and 20 articles were eligible for further review. The reviewed articles compared the differences among playing levels, footwear designs, and lunge directions/variations, using parameters including ground reaction forces, plantar pressure distribution, kinematics, and kinetics. RESULTS Elite badminton players demonstrated higher impact attenuation capability, more aggressive knee and ankle strategy (higher mechanical moment), and higher medial plantar load than amateur players. Footwear modifications can influence comfort perception and movement mechanics, but it remains inconclusive regarding how these may link with lunging performance. Contradicting findings in kinematics is possibly due to the variations in lunge and instructions. CONCLUSIONS Playing levels and shoe designs have significant effects on biomechanics in badminton lunges. Future studies can consider to use an unanticipated testing protocol and realistic movement intensity. They can study the inter-limb coordination as well as the contributions and interactions of intrinsic and extrinsic factors to injury risk. Furthermore, current findings can stimulate further research studying whether some specific footwear materials with structural design could potentially compromise impact attenuation, proprioception, and performance.
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Affiliation(s)
- Wing-Kai Lam
- Guangdong Provincial Engineering Technology Research Center for Sports Assistive Devices, Guangzhou Sport University, Guangzhou, China
- Department of Kinesiology, Shenyang Sport University, Shenyang, China
- Li Ning Sports Science Research Center, Li Ning (China) Sports Goods Company, Beijing, China
| | - Duo Wai-Chi Wong
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Winson Chiu-Chun Lee
- School of Mechanical, Materials, Mechatronic & Biomedical Engineering, University of Wollongong, Wollongong, New South Wales, Australia
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Lower Limb Inter-Joint Coordination of Unilateral Transfemoral Amputees: Implications for Adaptation Control. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10124072] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The gait of transfemoral amputees can be made smoother by adjusting the inter-joint coordination of both lower limbs. In this study, we compared the inter-joint coordination of the amputated and non-amputated limbs of unilateral amputees to able-bodied controls. Eight amputees and eight able-bodied control participants were recruited. Walking speed, stance–swing time ratio, joint angle, joint angular velocity, and inter-joint coordination parameters—including continuous relative phase (CRP) and decomposition index (DI)—of the lower-limb joint pairs in stance and swing phases were investigated. Similarity of the CRP between groups was evaluated using cross-correlation measures and root-mean-square, and the variability of the CRP was examined by deviation phase (DP). There were significant differences between the amputated limbs and controls in CRP of hip–knee and knee–ankle in stance and swing, DP of knee–ankle and hip–ankle in stance, and DI of hip–knee in swing. For the non-amputated limbs, there were significant differences in CRP and DP of knee–ankle, and DI of hip–knee in swing compared to controls. The amputees utilized unique inter-joint coordination patterns for both limbs—particularly the hip joint—to compensate for the support-capability impairment due to limb salvage and ensure foot placement accuracy.
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Keklicek H, Kirdi E, Yalcin A, Topuz S, Ulger O, Erbahceci F, Sener G. Comparison of gait variability and symmetry in trained individuals with transtibial and transfemoral limb loss. J Orthop Surg (Hong Kong) 2020; 27:2309499019832665. [PMID: 30827168 DOI: 10.1177/2309499019832665] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
PURPOSE Gait variability is a determinant of qualified locomotion and is useful for monitoring the effects of therapeutic interventions. The aim of this study was to compare gait variability and symmetry in trained individuals with transtibial (TT) amputation and transfemoral (TF) amputation. METHODS The design of this study was planned as observational. Eleven individuals with TF amputation, 14 individuals with TT amputation, and 14 healthy individuals (HI) were evaluated with a motorized treadmill. The mean step length, the step length variability, an ambulation index, and the time on each foot (stance phase symmetry) of participants were recorded. RESULTS There were differences between the three groups in the residual/non-preferred limb (RNp) step length ( p = 0.031), the intact/preferred (IP) limb step length variability ( p = 0.001), the RNp step length variability ( p < 0.001), the time on each foot ( p < 0.001), and the ambulation index score ( p < 0.001). There was a similarity between the groups (TF, TT, HI) in IP limb step lengths ( p = 0.127) and duration of prosthesis usage since amputation in individuals with lower limb loss ( p = 0.224). CONCLUSIONS This study provided basic data about gait variability and symmetry in individuals with traumatic lower limb loss. The results of the study showed that the variability of gait increased with the level of loss, and individuals with TT amputation showed partially equivalent performance with the healthy group. Similarities in gait characteristics may have resulted from effective prosthetic usage or effective gait rehabilitation.
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Affiliation(s)
- Hilal Keklicek
- 1 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Trakya University, Edirne, Turkey
| | - Elif Kirdi
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Ali Yalcin
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Semra Topuz
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Ozlem Ulger
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Fatih Erbahceci
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
| | - Gul Sener
- 2 Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Hacettepe University, Ankara, Turkey
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Gait asymmetry and variability in older adults during long-distance walking: Implications for gait instability. Clin Biomech (Bristol, Avon) 2020; 72:37-43. [PMID: 31809921 DOI: 10.1016/j.clinbiomech.2019.11.023] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 08/22/2019] [Accepted: 11/26/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Physical exercise, such as walking, is imperative to older adults. However, long-distance walking may increase walking instability which exposes them to some fall risks. OBJECTIVE To evaluate the influence of long-distance walking on gait asymmetry and variability of older adults. METHOD Sixteen physically active older adults were instructed to walk on a treadmill for a total of 60 min. Gait experiments were conducted over-ground at the baseline (before treadmill-walk), after first 30 min (30-min) and second 30 min (60-min) of the walk. In addition to spatiotemporal parameters, median absolute deviation of the joint angular velocity was measured to evaluate gait asymmetry and gait variability. FINDINGS There were significant differences in the overall asymmetry index among the three time instances (Partial η2 = 0.77, p < .05), predominantly contributed by the ankle (Partial η2 = 0.31, p < .017). Long-distance walking significantly increased the average and maximum median absolute deviation of the ankle at both sides (W ≥ 0.19, p < .05), and knee at the non-dominant side (W = 0.44, p < .05). INTERPRETATION At 30-min, the older adults demonstrated a significantly higher asymmetry and variability at the ankle, which implied higher instability. Continue walking for an additional 30 min (60-min) further increased variability of the non-dominant limb at the knee joint. Walking for 30 min or more could significantly reduce walking stability.
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Schafer ZA, Perry JL, Vanicek N. A personalised exercise programme for individuals with lower limb amputation reduces falls and improves gait biomechanics: A block randomised controlled trial. Gait Posture 2018; 63:282-289. [PMID: 29804023 DOI: 10.1016/j.gaitpost.2018.04.030] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 02/23/2018] [Accepted: 04/21/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Lower limb amputees (LLAs) are at increased risk of falling due to the inherent asymmetry resulting from their limb loss, muscle weakness and other neuro-musculoskeletal limitations. RESEARCH QUESTION The aim of this study was to evaluate the effects of a personalised exercise programme on falls prevention and gait parameters in LLAs. METHODS Fifteen LLAs, recruited from their local prosthetic services centre, were block randomised, by age and level of amputation, into two groups: exercise group (transfemoral, n = 5; transtibial, n = 2) and control group (transfemoral, n = 5; transtibial, n = 3). The exercise group completed a 12-week programme, focusing on strength, balance, flexibility and walking endurance, delivered in group sessions at the University, and combined with a personalised home exercise programme. Temporal-spatial, 3D kinematic and kinetic gait parameters were collected at baseline and post-intervention. Falls incidence was also followed up at 12 months. RESULTS The exercise group experienced significantly fewer falls in the one-year period from baseline, compared with the average annual falls rate, obtained at baseline (P = 0.020; d = 1.54). Gait speed in the exercise group increased by 0.21 m∙s-1, to 0.98 m∙s-1 (P < 0.001; d = 0.91), through increased intact limb cadence. In the pre-swing phase, there were significant increases in intact limb peak vertical force, and affected limb peak propulsive (anterior) force for the exercise group. Power absorption and generation significantly increased at both the intact and affected hip joints (H3) and the intact ankle (A1 and A2) for the exercise group, resulting in significant group*time interactions. SIGNIFICANCE This is the first study to document the clinically meaningful benefits of an exercise intervention for falls prevention and gait performance in LLAs. Specialised exercise programmes for community-dwelling LLAs should be implemented as a method to reduce falls and improve walking performance in this population.
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Affiliation(s)
- Zoe A Schafer
- School of Life Sciences, University of Hull, Hull, HU6 7RX, United Kingdom
| | - John L Perry
- School of Life Sciences, University of Hull, Hull, HU6 7RX, United Kingdom
| | - Natalie Vanicek
- School of Life Sciences, University of Hull, Hull, HU6 7RX, United Kingdom.
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Davenport P, Noroozi S, Sewell P, Zahedi S. Systematic Review of Studies Examining Transtibial Prosthetic Socket Pressures with Changes in Device Alignment. J Med Biol Eng 2017; 37:1-17. [PMID: 28286462 PMCID: PMC5325859 DOI: 10.1007/s40846-017-0217-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 11/30/2016] [Indexed: 11/27/2022]
Abstract
Suitable lower-limb prosthetic sockets must provide an adequate distribution of the pressures created from standing and ambulation. A systematic search for articles reporting socket pressure changes in response to device alignment perturbation was carried out, identifying 11 studies. These were then evaluated using the American Academy of Orthotists and Prosthetists guidelines for a state-of-the-science review. Each study used a design where participants acted as their own controls. Results were available for 52 individuals and five forms of alignment perturbation. Four studies were rated as having moderate internal and external validity, the remainder were considered to have low validity. Significant limitations in study design, reporting quality and in representation of results and the suitability of calculations of statistical significance were evident across articles. Despite the high inhomogeneity of study designs, moderate evidence supports repeatable changes in pressure distribution for specific induced changes in component alignment. However, there also appears to be a significant individual component to alignment responses. Future studies should aim to include greater detail in the presentation of results to better support later meta-analyses.
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Affiliation(s)
- Philip Davenport
- Department of Design and Engineering, Bournemouth University, Poole, UK
| | | | | | - Saeed Zahedi
- Chas A Blatchford and Sons Ltd., Basingstoke, UK
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Tanimoto K, Anan M, Sawada T, Takahashi M, Shinkoda K. The effects of altering attentional demands of gait control on the variability of temporal and kinematic parameters. Gait Posture 2016; 47:57-61. [PMID: 27264404 DOI: 10.1016/j.gaitpost.2016.04.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 01/15/2016] [Accepted: 04/07/2016] [Indexed: 02/02/2023]
Abstract
The purpose of this study was to investigate the effects of cognitive and visuomotor tasks on gait control in terms of the magnitude and temporal structure of the variability in stride time and lower-limb kinematics measured using inertial sensors. Fourteen healthy young subjects walked on a treadmill for 15min at a self-selected gait speed in the three conditions: normal walking without a concurrent task; walking while performing a cognitive task; and walking while performing a visuomotor task. The time series data of stride time and peak shank angular velocity were generated from acceleration and angular velocity data recorded from both shanks. The mean, coefficient of variation, and fractal scaling exponent α of the time series of these variables and the standard deviation of shank angular velocity over the entire stride cycle were calculated. The cognitive task had an effect on long-range correlations in stride time but not on lower-limb kinematics. The temporal structure of variability in stride time became more random in the cognitive task. The visuomotor task had an effect on lower-limb kinematics. Subjects controlled their swing limb with greater variability and had a more complex adaptive lower-limb movement pattern in the visuomotor task. The effects of the dual tasks on gait control were different for stride time and lower-limb kinematics. These findings suggest that the temporal structure of variability and lower-limb kinematics are useful parameters to detect a change in gait pattern and provide further insight into gait control.
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Affiliation(s)
- Kenji Tanimoto
- Graduate School of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan.
| | - Masaya Anan
- Department of Biomechanics, Institute of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan; Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan
| | - Tomonori Sawada
- Graduate School of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan
| | - Makoto Takahashi
- Department of Biomechanics, Institute of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan; Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan
| | - Koichi Shinkoda
- Department of Biomechanics, Institute of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan; Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, 2-3, Kasumi 1-Chome, Minami-ku, Hiroshima 734-8553, Japan
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Ma CZH, Wong DWC, Lam WK, Wan AHP, Lee WCC. Balance Improvement Effects of Biofeedback Systems with State-of-the-Art Wearable Sensors: A Systematic Review. SENSORS 2016; 16:434. [PMID: 27023558 PMCID: PMC4850948 DOI: 10.3390/s16040434] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 03/19/2016] [Accepted: 03/21/2016] [Indexed: 12/26/2022]
Abstract
Falls and fall-induced injuries are major global public health problems. Balance and gait disorders have been the second leading cause of falls. Inertial motion sensors and force sensors have been widely used to monitor both static and dynamic balance performance. Based on the detected performance, instant visual, auditory, electrotactile and vibrotactile biofeedback could be provided to augment the somatosensory input and enhance balance control. This review aims to synthesize the research examining the effect of biofeedback systems, with wearable inertial motion sensors and force sensors, on balance performance. Randomized and non-randomized clinical trials were included in this review. All studies were evaluated based on the methodological quality. Sample characteristics, device design and study characteristics were summarized. Most previous studies suggested that biofeedback devices were effective in enhancing static and dynamic balance in healthy young and older adults, and patients with balance and gait disorders. Attention should be paid to the choice of appropriate types of sensors and biofeedback for different intended purposes. Maximizing the computing capacity of the micro-processer, while minimizing the size of the electronic components, appears to be the future direction of optimizing the devices. Wearable balance-improving devices have their potential of serving as balance aids in daily life, which can be used indoors and outdoors.
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Affiliation(s)
- Christina Zong-Hao Ma
- Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
- Rehabilitation Engineering Research Institute, China Rehabilitation Research Center, Beijing 100068, China.
| | - Duo Wai-Chi Wong
- Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
| | - Wing Kai Lam
- Li Ning Sports Science Research Center, Beijing 101111, China.
| | - Anson Hong-Ping Wan
- Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
| | - Winson Chiu-Chun Lee
- Interdisciplinary Division of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
- Institute of Active Ageing, The Hong Kong Polytechnic University, Hong Kong, China.
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