1
|
Cornwell T, Novotny R, Finley JM. Associations between asymmetry and reactive balance control during split-belt walking. J Biomech 2024; 172:112221. [PMID: 38972274 PMCID: PMC11321136 DOI: 10.1016/j.jbiomech.2024.112221] [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: 11/29/2023] [Revised: 06/27/2024] [Accepted: 07/01/2024] [Indexed: 07/09/2024]
Abstract
The adaptive control of walking is often studied on a split-belt treadmill, where people gradually reduce their step length asymmetries (SLAs) by modulating foot placement and timing. Although it is proposed that this adaptation may be driven in part by a desire to reduce instability, it is unknown if changes in asymmetry impact people's ability to maintain balance in response to destabilizing perturbations. Here, we used intermittent perturbations to determine if changes in SLA affect reactive balance control as measured by whole-body angular momentum (WBAM) in the sagittal and frontal planes. Sixteen neurotypical older adults (70.0 ± 5.3 years old; 6 males) walked on a treadmill at a 2:1 belt speed ratio with real-time visual feedback of their achieved and target step lengths. We used mixed-effects models to determine if there were associations between SLA or foot placement and WBAM during the applied perturbations. Walking with more positive SLAs was associated with small reductions in forward WBAM (p < 0.001 for fast and slow belts) but increased lateral WBAM (p = 0.045 for fast belt; p = 0.003 for slow belt) during perturbations. When participants walked with more positive SLAs, they shortened their foot placement on the slow belt, and this shortening was associated with moderate reductions in forward WBAM (p < 0.001) and small increases in lateral WBAM (p = 0.008) during slow-belt perturbations. Our findings suggest that spatiotemporal changes that occur during split-belt treadmill walking may improve sagittal-plane stability by reducing people's susceptibility to losses of balance, but this may come at the expense of frontal-plane stability.
Collapse
Affiliation(s)
- Tara Cornwell
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA.
| | - Ryan Novotny
- Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, USA.
| | - James M Finley
- Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA; Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, USA; Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA, USA.
| |
Collapse
|
2
|
Nakanowatari T, Hoshi M, Sone T, Kamide N, Sakamoto M, Shiba Y. Detecting differences in limb load asymmetry during walking between older adult fallers and non-fallers using in-shoe sensors. Gait Posture 2024; 107:312-316. [PMID: 37919177 DOI: 10.1016/j.gaitpost.2023.10.022] [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: 02/21/2023] [Revised: 09/06/2023] [Accepted: 10/26/2023] [Indexed: 11/04/2023]
Abstract
BACKGROUND Previous studies have reported that clinical walk tests could not detect differences between fallers and non-fallers in older adults. With advancements in wearable technology, it may be possible to assess differences in loading parameters in clinical settings using portable data collection methods. RESEARCH QUESTION The purpose of this study was to determine if wearable sensors (loadsol®) are reliable for assessing asymmetry of contact time, peak force, loading rate (LR), and impulse in older adults and determine if the insole can detect differences in these parameters between fallers and non-fallers during walking. METHODS Fifty-five older adults (74.1 ± 6.1 years) walked at their maximum speed on a flat floor. Force data were collected from insoles (100 Hz) during a 10-m walk test. To assess reliability, an intraclass correlation coefficient [ICC(2,k)] was generated for each asymmetry variable. To determine differences between fallers and non-fallers, analysis of covariance (ANCOVA; covariate: body mass index) was completed for each variable. RESULTS The ICC of peak force asymmetry (PFA) was 0.942, but other ICCs were less than 0.75. The ANCOVA results indicate that the loadsol® can detect differences in PFA between fallers and non-fallers. The PFA was significantly greater in fallers than in non-fallers. SIGNIFICANCE The ability to collect force data while walking using loadsol® has the potential to broaden the research questions investigated, explore clinical applications, and increase generalizability.
Collapse
Affiliation(s)
- Tatsuya Nakanowatari
- Department of Physical Therapy, School of Health Sciences, Fukushima Medical University, Japan.
| | - Masayuki Hoshi
- Department of Physical Therapy, School of Health Sciences, Fukushima Medical University, Japan
| | - Toshimasa Sone
- Department of Occupational Therapy, School of Health Sciences, Fukushima Medical University, Japan
| | - Naoto Kamide
- School of Allied Health Sciences, Kitasato University, Japan
| | - Miki Sakamoto
- School of Allied Health Sciences, Kitasato University, Japan
| | - Yoshitaka Shiba
- Department of Physical Therapy, School of Health Sciences, Fukushima Medical University, Japan
| |
Collapse
|
3
|
Gao Z, Zhu Y, Fang Y, Fekete G, Kovács A, Baker JS, Liang M, Gu Y. Automated recognition of asymmetric gait and fatigue gait using ground reaction force data. Front Physiol 2023; 14:1159668. [PMID: 36960154 PMCID: PMC10027919 DOI: 10.3389/fphys.2023.1159668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 02/23/2023] [Indexed: 03/09/2023] Open
Abstract
Introduction: The purpose of this study was to evaluate the effect of running-induced fatigue on the characteristic asymmetry of running gait and to identify non-linear differences in bilateral lower limbs and fatigued gait by building a machine learning model. Methods: Data on bilateral lower limb three-dimensional ground reaction forces were collected from 14 male amateur runners before and after a running-induced fatigue experiment. The symmetry function (SF) was used to assess the degree of symmetry of running gait. Statistical parameter mapping (Paired sample T-test) algorithm was used to examine bilateral lower limb differences and asymmetry changes pre- and post-fatigue of time series data. The support vector ma-chine (SVM) algorithm was used to recognize the gait characteristics of both lower limbs before and after fatigue and to build the optimal algorithm model by setting different kernel functions. Results: The results showed that the ground reaction forces were asymmetrical (SF > 0.5) both pre-and post-fatigue and mainly concentrated in the medial-lateral direction. The asymmetry of the medial-lateral direction increased significantly after fatigue (p < 0.05). In addition, we concluded that the polynomial kernel function could make the SVM model the most accurate in classifying left and right gait features (accuracy of 85.3%, 82.4%, and 82.4% in medial-lateral, anterior-posterior and vertical directions, respectively). Gaussian radial basis kernel function was the optimal kernel function of the SVM algorithm model for fatigue gait recognition in the medial-lateral and vertical directions (accuracy of 54.2% and 62.5%, respectively). Moreover, polynomial was the optimal kernel function of the anterior-posterior di-rection (accuracy = 54.2%). Discussion: We proved in this study that the SVM algorithm model depicted good performance in identifying asymmetric and fatigue gaits. These findings can provide implications for running injury prevention, movement monitoring, and gait assessment.
Collapse
Affiliation(s)
- Zixiang Gao
- Research Academy of Medicine Combining Sports, Ningbo No. 2 Hospital, Ningbo, China
- Faculty of Engineering, University of Pannonia, Veszprém, Hungary
- Savaria Institute of Technology, Eötvös Loránd University, Szombathely, Hungary
| | - Yining Zhu
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Yufei Fang
- Research Academy of Medicine Combining Sports, Ningbo No. 2 Hospital, Ningbo, China
| | - Gusztáv Fekete
- Savaria Institute of Technology, Eötvös Loránd University, Szombathely, Hungary
| | - András Kovács
- Faculty of Engineering, University of Pannonia, Veszprém, Hungary
| | - Julien S. Baker
- Department of Sport and Physical Education, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
| | - Minjun Liang
- Research Academy of Medicine Combining Sports, Ningbo No. 2 Hospital, Ningbo, China
- Department of Physical and Health Education, Udon Thani Rajabhat University, Udon Thani, Thailand
- *Correspondence: Minjun Liang, ; Yaodong Gu,
| | - Yaodong Gu
- Research Academy of Medicine Combining Sports, Ningbo No. 2 Hospital, Ningbo, China
- *Correspondence: Minjun Liang, ; Yaodong Gu,
| |
Collapse
|
4
|
Ozmen GC, Nichols C, Mabrouk S, Berkebile J, Lan L, Inan OT. Wearable Mid-Activity Measurement of Lower Limb Electrical Bioimpedance Estimates Vertical Ground Reaction Force Features. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:91-94. [PMID: 36085606 DOI: 10.1109/embc48229.2022.9871267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
In recent years, wearable mid-activity electrical bioimpedance (EBI) sensing has been used to non-invasively track changes in edema and swelling levels within human joints. While the physiological origin of the changes in mid-activity EBI measurements have been demonstrated, EBI waveform patterns during activity have not been explored. In this work, we present a novel approach to extract waveform features from EBI measurements during gait to estimate the changes in vertical ground reaction forces (vGRF) corresponding to fatigue. Wearable EBI and vGRF data were measured from six healthy subjects during an asymmetric fatiguing protocol. For the exercised leg, the first peak of vGRF corresponding to the initial phase of simple support, decreased significantly and the loading rate increased significantly between the beginning and the end of the protocol. No significant change in these parameters were observed for the control leg. The first peak of vGRF and loading rate during the protocol (15 walking sessions) were correlated to the multi-frequency EBI features with mean Pearson's r=0.81 and r=0.777, respectively. The results of this proof-of-concept study demonstrate the feasibility of estimating biomechanical parameters during activity with wearable EBI. Clinical Relevance - The proposed wearable system and associated signal processing could enable convenient tracking of changes in vGRFs during daily living activities, allowing physiotherapists and doctors to remotely monitor the progress and adherence of their patients and thereby reducing the number of clinical visits.
Collapse
|
5
|
Corradini JR, Silveira-Ciola AP, Pereira VAI, Kuroda MH, Faria MH, Simieli L, Tavares JMRS, Barbieri FA. Dual tasking reduces gait asymmetry of trajectory deviation during obstacle circumvention in people with Parkinson's disease. Hum Mov Sci 2022; 83:102938. [PMID: 35276426 DOI: 10.1016/j.humov.2022.102938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 02/15/2022] [Accepted: 02/21/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Certain aspects of gait may depend on cognition, and the effects of dual-tasking (DT) on gait asymmetry (GA) during obstacle circumvention in people with Parkinson's disease (pwPD) may be walking phase-dependent. While the approaching phase requires allocating significant cognitive resources to perform the task, outweighing the available resources may increase GA. During the avoiding phase, the obstacle could be used as an external cue, enhancing the attention to the obstacle and, consequently, improving gait control and regulating GA. OBJECTIVE The study investigated the effects of obstacle circumvention during gait with DT on GA in pwPD, considering the circumvention phase. METHODS Thirty participants, 15 pwPD and 15 neurologically healthy individuals, circumvented an obstacle 20 times (in total) according to side (right and left side) and DT (presence and absence). Spatial-temporal stride parameters, medial-lateral and horizontal trajectory deviations from the original path, strategy to obstacle circumvention (lead limb away from or close to the obstacle during the crossing step), and gaze parameters were calculated during the approaching and avoiding phases. The parameters were grouped considering the side that the obstacle was circumvented during each task, and the symmetry index was calculated. RESULTS The results showed greater asymmetry of time of fixations, width, duration, and velocity during the approaching phase (p < 0.02), whereas the avoiding phase decreased asymmetry of medial-lateral and horizontal trajectory deviations parameters (p < 0.001) during obstacle circumvention with DT, in both pwPD and control group. CONCLUSIONS The findings offer a basis for considering that goal-directed movement control may regulate GA in pwPD.
Collapse
Affiliation(s)
- Julia R Corradini
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil
| | - Aline P Silveira-Ciola
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil
| | - Vinicius A I Pereira
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil; University of South Australia - Education Future Academic Unit, Australia
| | - Marina H Kuroda
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil
| | - Murilo H Faria
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil
| | - Lucas Simieli
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil
| | - João Manuel R S Tavares
- Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Departamento de Engenharia Mecânica, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal
| | - Fabio A Barbieri
- São Paulo State University (Unesp), School of Sciences, Department of Physical Education, Human Movement Research Laboratory (MOVI-LAB), Bauru, SP, Brazil.
| |
Collapse
|
6
|
Lizárraga KJ, Gnanamanogaran B, Al‐Ozzi TM, Cohn M, Tomlinson G, Boutet A, Elias GJ, Germann J, Soh D, Kalia SK, Hodaie M, Munhoz RP, Marras C, Hutchison WD, Lozano AM, Lang AE, Fasano A. Lateralized Subthalamic Stimulation for Axial Dysfunction in Parkinson's Disease: A Randomized Trial. Mov Disord 2022; 37:1079-1087. [DOI: 10.1002/mds.28953] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 01/18/2022] [Accepted: 01/20/2022] [Indexed: 12/19/2022] Open
Affiliation(s)
- Karlo J. Lizárraga
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Motor Physiology and Neuromodulation Program, Division of Movement Disorders, Department of Neurology and Center for Health and Technology University of Rochester Rochester New York USA
| | - Bhairavei Gnanamanogaran
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- University of Toronto Toronto Ontario Canada
| | - Tameem M. Al‐Ozzi
- University of Toronto Toronto Ontario Canada
- Krembil Research Institute Toronto Ontario Canada
- Departments of Surgery and Physiology University of Toronto Toronto Ontario Canada
| | - Melanie Cohn
- Krembil Research Institute Toronto Ontario Canada
- Department of Psychology University of Toronto Toronto Ontario Canada
| | - George Tomlinson
- Institute of Health Policy, Management and Evaluation University of Toronto Toronto Ontario Canada
- University Health Network Toronto Ontario Canada
| | - Alexandre Boutet
- University Health Network Toronto Ontario Canada
- Joint Department of Medical Imaging University of Toronto Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
| | - Gavin J.B. Elias
- University Health Network Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
| | - Jürgen Germann
- University Health Network Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
| | - Derrick Soh
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Alfred Hospital Melbourne Victoria Australia
| | - Suneil K. Kalia
- Krembil Research Institute Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA) Toronto Ontario Canada
| | - Mojgan Hodaie
- Krembil Research Institute Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
| | - Renato P. Munhoz
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Krembil Research Institute Toronto Ontario Canada
| | - Connie Marras
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Krembil Research Institute Toronto Ontario Canada
| | - William D. Hutchison
- Krembil Research Institute Toronto Ontario Canada
- Departments of Surgery and Physiology University of Toronto Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA) Toronto Ontario Canada
| | - Andres M. Lozano
- Krembil Research Institute Toronto Ontario Canada
- Division of Neurosurgery, Department of Surgery University Health Network and University of Toronto Toronto Ontario Canada
| | - Anthony E. Lang
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Krembil Research Institute Toronto Ontario Canada
| | - Alfonso Fasano
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic Toronto Western Hospital, University Hospital Network and Division of Neurology, Department of Medicine, University of Toronto Toronto Ontario Canada
- Krembil Research Institute Toronto Ontario Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA) Toronto Ontario Canada
| |
Collapse
|
7
|
Backward vs. Forward Gait Symmetry Analysis Based on Plantar Pressure Mapping. Symmetry (Basel) 2022. [DOI: 10.3390/sym14020203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022] Open
Abstract
Symmetry is one of the factors analysed in normal and pathological gaits. Backward gait is an area of interest to scientists, in terms of its physiology and therapeutic possibilities. This study aimed to analyse the symmetry of the pressure parameters of backward gait in comparison to forward gait using different symmetry indices. Eighty-one healthy people aged between 19 and 84 years took part in the study. Foot pressure distribution was analysed during forward and backward gaits at self-selected speeds. Mean and maximum pressure values were calculated after dividing the foot into four or ten areas. Delta, Ratio Index, Robinson Index, Gait Asymmetry, and Symmetry Angle were calculated for each area, separately for both forward and backward gaits. Higher ratios of asymmetry were found during backward than during forward gait. Larger ratios of asymmetry were found within toes II–V, forefoot, metatarsals I, II, and III, medial and lateral heel areas. No significant correlation between symmetry indices and age or BMI was found. Results suggested that the lower symmetry of backward gait is caused by a higher number of corrective movements that allow for the maintenance of body balance and global symmetry of gait. This can be realised by increased cortical control of the backward gait, which was a new movement task for all participants.
Collapse
|
8
|
Spatio-temporal gait parameters obtained from foot-worn inertial sensors are reliable in healthy adults in single- and dual-task conditions. Sci Rep 2021; 11:10229. [PMID: 33986307 PMCID: PMC8119721 DOI: 10.1038/s41598-021-88794-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 04/07/2021] [Indexed: 02/07/2023] Open
Abstract
Inertial measurement units (IMUs) are increasingly popular and may be usable in clinical routine to assess gait. However, assessing their intra-session reliability is crucial and has not been tested with foot-worn sensors in healthy participants. The aim of this study was to assess the intra-session reliability of foot-worn IMUs for measuring gait parameters in healthy adults. Twenty healthy participants were enrolled in the study and performed the 10-m walk test in single- and dual-task ('carrying a full cup of water') conditions, three trials per condition. IMUs were used to assess spatiotemporal gait parameters, gait symmetry parameters (symmetry index (SI) and symmetry ratio (SR)), and dual task effects parameters. The relative and the absolute reliability were calculated for each gait parameter. Results showed that spatiotemporal gait parameters measured with foot-worn inertial sensors were reliable; symmetry gait parameters relative reliability was low, and SR showed better absolute reliability than SI; dual task effects were poorly reliable, and taking the mean of the second and the third trials was the most reliable. Foot-worn IMUs are reliable to assess spatiotemporal and symmetry ratio gait parameters but symmetry index and DTE gait parameters reliabilities were low and need to be interpreted with cautious by clinicians and researchers.
Collapse
|
9
|
An Evaluation of Symmetries in Ground Reaction Forces during Self-Paced Single- and Dual-Task Treadmill Walking in the Able-Bodied Men. Symmetry (Basel) 2020. [DOI: 10.3390/sym12122101] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Gait is a complex autonomous activity that has long been viewed as a symmetrical locomotion, even when it adapts to secondary concurrent attention-demanding tasks. This study aimed to evaluate the symmetry of the three ground reaction forces (GRFs) in able-bodied individuals during self-paced treadmill walking with and without concurrent cognitive demands. Twenty-five male participants (age: 34.00 ± 4.44 years) completed two gait assessment sessions, each of whom were familiarized with the walking trials during their first session. Both sessions involved six-minute self-paced treadmill walking under three conditions: single-task walking and walking while concurrently responding to auditory 1-back and 2-back memory tasks. The symmetry of the GRFs was estimated using a nonlinear approach. Changes in the symmetry and walking speed across conditions in both sessions were assessed using inferential statistics. Results demonstrated that the three GRFs deviated from perfect symmetry by ≥10%. Engaging working memory during walking significantly reduced the symmetry of the vertical GRF (p = 0.003), and its detrimental effects on walking speed were significantly reduced in the second session with respect to the first session (p < 0.05). The findings indicate imperfect gait symmetry in able-bodied individuals, suggesting that common perceptions of gait symmetry should be reconsidered to reflect its objective importance in clinical settings.
Collapse
|
10
|
Aguilera-Morillo MC, Aguilera AM. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS. STAT MODEL 2020. [DOI: 10.1177/1471082x19871157] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A functional linear discriminant analysis approach to classify a set of kinematic data (human movement curves of individuals performing different physical activities) is performed. Kinematic data, usually collected in linear acceleration or angular rotation format, can be identified with functions in a continuous domain (time, percentage of gait cycle, etc.). Since kinematic curves are measured in the same sample of individuals performing different activities, they are a clear example of functional data with repeated measures. On the other hand, the sample curves are observed with noise. Then, a roughness penalty might be necessary in order to provide a smooth estimation of the discriminant functions, which would make them more interpretable. Moreover, because of the infinite dimension of functional data, a reduction dimension technique should be considered. To solve these problems, we propose a multi-class approach for penalized functional partial least squares (FPLS) regression. Then linear discriminant analysis (LDA) will be performed on the estimated FPLS components. This methodology is motivated by two case studies. The first study considers the linear acceleration recorded every two seconds in 30 subjects, related to three different activities (walking, climbing stairs and down stairs). The second study works with the triaxial angular rotation, for each joint, in 51 children when they completed a cycle walking under three conditions (walking, carrying a backpack and pulling a trolley). A simulation study is also developed for comparing the performance of the proposed functional LDA with respect to the corresponding multivariate and non-penalized approaches.
Collapse
Affiliation(s)
- M. Carmen Aguilera-Morillo
- Department of Statistics, Escuela Politécnica Superior and UC3M-BS Santander Big Data Institute, Universidad Carlos III de Madrid, Madrid, Spain
| | - Ana M. Aguilera
- Department of Statistics and O. R. and IEMath-GR, Facultad de Ciencias, Universidad de Granada, Granada, Spain
| |
Collapse
|
11
|
Wiik AV, Nathwani D, Akhtar A, Al-Obaidi B, Strachan R, Cobb JP. The unicompartmental knee is the preferred side in individuals with both a unicompartmental and total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 2020; 28:3193-3199. [PMID: 31781799 PMCID: PMC7511463 DOI: 10.1007/s00167-019-05814-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 11/19/2019] [Indexed: 11/14/2022]
Abstract
PURPOSE To determine the preferred knee in patients with both one total and one unicompartmental knee arthroplasty. METHOD Patients simply with a unicompartmental (UKA) and total knee arthroplasty (TKA) on contralateral sides were retrospectively screened from three senior knee surgeon's logs over a 15 year period. Patients safe and free from other diseases to affect gait were approached. A total of 16 patients (mean age 70 ± 8) agreed to ground reaction force testing on an instrumented treadmill at a fair pace and incline. A gender-ratio identical group of 16 healthy control subjects (mean age 67 ± 10) and 16 patients with ipsilateral medial knee OA (mean age 66 ± 7) were analysed to compare. RESULTS Radiographically the mode preoperative Kellgren-Lawrence knee grade for each side was 3. Postoperatively, the TKA side had a mean coronal femoral component alignment of 7° and a mean tibial coronal alignment of 89° with a mean posterior slope of 5° in the sagittal plane. The UKA side had a mean coronal femoral component alignment of 7° and a mean tibial coronal alignment of 86° with a mean posterior slope of 4° in the sagittal plane. In 7 patients, the TKA was the first procedure, while 6 for the UKA and 3 done simultaneously. Gait analysis demonstrated in both walking conditions the UKA limb was the preferred side through all phases of loading (p < 0.05) and nearer to normal than the TKA limb when compared to healthy controls and patients with knee OA. The greatest difference was observed between the transition of weight acceptance and midstance (p = 0.008), when 22% more load was taken by the UKA side. CONCLUSION By using a dynamic metric of an everyday activity, a distinct gait difference between differing arthroplasty types were established. A more natural loading pattern can be achieved with unicompartmentals as compared to total knees. LEVEL OF EVIDENCE Retrospective comparative study, Level III.
Collapse
Affiliation(s)
| | - Dinesh Nathwani
- Imperial College London, Charing Cross Hospital, Fulham Palace Road, London, UK
| | - Ahsan Akhtar
- Imperial College London, Charing Cross Hospital, Fulham Palace Road, London, UK
| | - Bilal Al-Obaidi
- Imperial College London, Charing Cross Hospital, Fulham Palace Road, London, UK
| | - Robin Strachan
- Imperial College London, Charing Cross Hospital, Fulham Palace Road, London, UK
| | - Justin Peter Cobb
- Imperial College London, Charing Cross Hospital, Fulham Palace Road, London, UK
| |
Collapse
|
12
|
Design and Evaluation of SONIS, a Wearable Biofeedback System for Gait Retraining. MULTIMODAL TECHNOLOGIES AND INTERACTION 2020. [DOI: 10.3390/mti4030060] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Herein, we introduce SONIS, a wearable system to support gait rehabilitation training after a lower extremity trauma, which combines a sensing sock with a smartphone application. SONIS provides interactive, corrective, real-time feedback combining visual and auditory cues. We report the design of SONIS and its evaluation by patients and therapists, which indicates acceptance by targeted users, credibility as a rehabilitation tool, and a positive user experience. SONIS demonstrates how to successfully combine a number of feedback strategies and modalities: graphical, verbal, and music feedback on gait quality during training (knowledge of performance) and verbal and vibrotactile feedback on gait tracking (knowledge of results).
Collapse
|
13
|
Ogihara H, Tsushima E, Kamo T, Sato T, Matsushima A, Niioka Y, Asahi R, Azami M. Kinematic gait asymmetry assessment using joint angle data in patients with chronic stroke-A normalized cross-correlation approach. Gait Posture 2020; 80:168-173. [PMID: 32521470 DOI: 10.1016/j.gaitpost.2020.05.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 04/22/2020] [Accepted: 05/26/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Gait asymmetry is an important characteristic often studied in stroke patients. Several methods have been used to define gait asymmetry using joint angles. However, these methods may require normative data from healthy individuals as reference points. This study used normalized cross-correlation (CCnorm) to define kinematic gait asymmetry in individuals after stroke and investigated the usefulness of this assessment. RESEARCH QUESTION Is the analysis of kinematic gait asymmetry based on joint angle data using CCnorm useful for gait assessment in patients with chronic stroke? METHODS The study involved 12 patients with chronic stroke. A motion analysis system was used to record gait speed, hip joint angles, knee joint angles, ankle joint angles, stance time, and swing time. The CCnorm was calculated using the flexion-extension joint angles of hip, knee, and ankle in the sagittal plane to assess the degree of kinematic gait asymmetry. The symmetry ratio (SR) was calculated using stance and swing times to assess the degree of temporal gait asymmetry. Clinical outcomes were measured using the Fugl-Meyer Assessment for the lower extremity (FMA-LE), Berg Balance Scale (BBS), and Functional Independence Measure (FIM). RESULTS Hip CCnorm was correlated with SRswing (r=-0.612, p < 0.05). Knee CCnorm was correlated with SRstance (r = 0.807, p < 0.01), SRswing (r=-0.752, p < 0.05), gait speed (r = 0.654, p < 0.05), BBS (r = 0.717, p < 0.01), and FIM (r = 0.735, p < 0.01). SIGNIFICANCE Hip and knee joint CCnorm appear to be useful tools for the assessment of gait asymmetry in stroke patients. In addition, kinematic gait asymmetry of the knee joint could reflect physical function, balance, and activities of daily living. These findings underline the importance of using kinematic gait asymmetry assessment in chronic stroke patients.
Collapse
Affiliation(s)
- Hirofumi Ogihara
- Department of Physical Therapy, School of Health Sciences, Japan University of Health Sciences, 2-555, Hirasuka, Satte-city, Saitama, 340-0145 Japan; Graduate School of Health Sciences, Hirosaki University, 66-1, Honcho, Hirosaki-city, Aomori, 036-8564 Japan.
| | - Eiki Tsushima
- Graduate School of Health Sciences, Hirosaki University, 66-1, Honcho, Hirosaki-city, Aomori, 036-8564 Japan
| | - Tomohiko Kamo
- Department of Physical Therapy, School of Health Sciences, Japan University of Health Sciences, 2-555, Hirasuka, Satte-city, Saitama, 340-0145 Japan
| | - Takaaki Sato
- Graduate School of Health Sciences, Hirosaki University, 66-1, Honcho, Hirosaki-city, Aomori, 036-8564 Japan; Department of Physical Therapy, Kakeyu Hospital, 1308, Kakeyuonsen, Ueda-city, Nagano, 386-0396 Japan
| | - Akira Matsushima
- Department of Neurology, Kakeyu Hospital, 1308, Kakeyuonsen, Ueda-city, Nagano, 386-0396 Japan
| | - Yamato Niioka
- Department of Physical Therapy, School of Health Sciences, Aomori University of Health and Welfare, Mase 58-1, Hamadate, Aomori-city, Aomori, 030-8505 Japan
| | - Ryoma Asahi
- Department of Physical Therapy, School of Health Sciences, Japan University of Health Sciences, 2-555, Hirasuka, Satte-city, Saitama, 340-0145 Japan
| | - Masato Azami
- Department of Physical Therapy, School of Health Sciences, Japan University of Health Sciences, 2-555, Hirasuka, Satte-city, Saitama, 340-0145 Japan
| |
Collapse
|
14
|
The Effect of Prolonged Running on the Symmetry of Biomechanical Variables of the Lower Limb Joints. Symmetry (Basel) 2020. [DOI: 10.3390/sym12050720] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The aim of this study was to examine whether there are kinematic and kinetic differences in the lower limb and whether the symmetry of the lower extremities is different after prolonged-running. Fifteen healthy male amateur runners (age: 22 ± 1 years, height: 173 ± 8 cm, mass: 65 ± 7 kg, BMI: 21.62 ± 2 kg/m2) were recruited as participants for this study. A Vicon eight-camera motion capture system and Kistler force plate were used to collect kinematic and kinetic parameters. A motorized treadmill, 15-point Borg scale and heart rate bands were used to monitor fatigue during a running-induced fatigue protocol. Paired sample T tests were used to check statistical difference (p = 0.05) between the lower limbs and the symmetry changes in pre-fatigue and post-fatigue running sessions. The symmetry angle (SA) of the knee flexion angle, hip flexion angle and hip extension angle in post-fatigue was significantly greater than in pre-fatigue, increasing by 4.32%, 10.71%, and 23.12%, respectively. Moreover, the SA of hip flexion moment increased by 2.61%. However, the knee extension velocity and hip flexion velocity became more symmetrical than in pre-fatigue (p < 0.05), the SA decreased by 5.91% and 5.45%, respectively. Differences in limb function during post-fatigue may lead to changes of symmetry in the lower limbs. The variables of asymmetry may be used as a compensation mechanism to maintain gait stability. Physical therapy assessment of fatigue injuries and long-distance running training programs may want to consider the changes in symmetry due to limb dominance.
Collapse
|
15
|
A New Method of Evaluating the Symmetry of Movement Used to Assess the Gait of Patients after Unilateral Total Hip Replacement. Appl Bionics Biomech 2019; 2019:7863674. [PMID: 31885689 PMCID: PMC6915000 DOI: 10.1155/2019/7863674] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Revised: 09/09/2019] [Accepted: 11/08/2019] [Indexed: 12/27/2022] Open
Abstract
Purpose We propose a new concept of symmetry, the symmetry function, as a continuous function of the percentage of differences between sides of body movement and normalised throughout the whole range of motion. The method is used to assess the dynamical symmetry of gait of patients after unilateral total hip replacement (asymmetric group) and healthy people (symmetric group) and also to reveal discrepancies between normal and abnormal movement patterns. Methods The gait of twelve male patients (49.7 ± 2.8 y), six weeks after unilateral total hip replacement (uTHR), was analysed against the gait of thirteen healthy men (36.1 ± 3.1 y). The speed of healthy men was matched to the speed of the patients. Comparison of the affected limb in uTHR patients with the healthy limb of able-bodied men was carried out on the basis of the highest symmetry values in the sagittal plane. Results In uTHR patients, the symmetry function provides information on the symmetry of movements in the whole range of motion in contrast to symmetry indices which are calculated for selected parameters or peak values. Research revealed average asymmetric discrepancies for pelvic tilt up to 250% for the entire gait cycle with a peak of approx. 400% at the end of the loading response and terminal swing phases. Asymmetry of gait observed in other joints was below 200% of the mean range of motion. Conclusions Regions of the greatest asymmetry in pathological movements are usually different from the region of the greatest range of motion. Therefore, it is insufficient to measure symmetry only for selected regions during motion. The symmetry function is a simple method which can complement other robust methods in time series data evaluation and interpretation.
Collapse
|
16
|
Ingkatecha O, Hirunrat S, Vanadurongwan B, Tongkhambanchong S. Ground reaction force in different footwear during late stance phase of running. GAZZETTA MEDICA ITALIANA ARCHIVIO PER LE SCIENZE MEDICHE 2019. [DOI: 10.23736/s0393-3660.18.03882-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
17
|
Aguilera-Morillo MC, Aguilera AM. Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS. STAT MODEL 2019. [DOI: 10.1177/1471082x17871157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A functional linear discriminant analysis approach to classify a set of kinematic data (human movement curves of individuals performing different physical activities) is performed. Kinematic data, usually collected in linear acceleration or angular rotation format, can be identified with functions in a continuous domain (time, percentage of gait cycle, etc.). Since kinematic curves are measured in the same sample of individuals performing different activities, they are a clear example of functional data with repeated measures. On the other hand, the sample curves are observed with noise. Then, a roughness penalty might be necessary in order to provide a smooth estimation of the discriminant functions, which would make them more interpretable. Moreover, because of the infinite dimension of functional data, a reduction dimension technique should be considered. To solve these problems, we propose a multi-class approach for penalized functional partial least squares (FPLS) regression. Then linear discriminant analysis (LDA) will be performed on the estimated FPLS components. This methodology is motivated by two case studies. The first study considers the linear acceleration recorded every two seconds in 30 subjects, related to three different activities (walking, climbing stairs and down stairs). The second study works with the triaxial angular rotation, for each joint, in 51 children when they completed a cycle walking under three conditions (walking, carrying a backpack and pulling a trolley). A simulation study is also developed for comparing the performance of the proposed functional LDA with respect to the corresponding multivariate and non-penalized approaches.
Collapse
Affiliation(s)
- M. Carmen Aguilera-Morillo
- Department of Statistics, Escuela Politécnica Superior and UC3M-BS Santander Big Data Institute, Universidad Carlos III de Madrid, Madrid, Spain
| | - Ana M. Aguilera
- Department of Statistics and O. R. and IEMath-GR, Facultad de Ciencias, Universidad de Granada, Granada, Spain
| |
Collapse
|
18
|
Colombo N, Vignaga F, Solari E, Merlo M, Manelli A, Negrini D, Moriondo A. Gait screening of a population of young, healthy athletes by means of a portable, low-cost device unveils hidden left-right asymmetries in both quadriceps and anterior cruciate ligament forces. BMC Res Notes 2019; 12:366. [PMID: 31253181 PMCID: PMC6599243 DOI: 10.1186/s13104-019-4406-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Accepted: 06/25/2019] [Indexed: 11/10/2022] Open
Abstract
Objective The present study reports the on-field screening of a population of young soccer players in the pursuit of alterations in gait using a portable and low-cost gait analysis system composed of a Wii Balance Board and a webcam. Results Recordings of motion of the lower extremities along with vertical ground reaction force (GRF) were used to quantify coefficients of symmetry for the overall GRF and the forces exerted by the quadriceps femori and acting on the anterior cruciate ligament (ACL). Data show that, in face of a quite homogeneous symmetry of GRF during left and right stance phases of gait, quadriceps and ACL exert and are subjected to left–right asymmetrical forces that might prelude, especially in young athletes, later alterations of gait.
Collapse
Affiliation(s)
- Nicolò Colombo
- Department of Medicine and Surgery, School of Medicine, University of Insubria, Via Monte Generoso, 71, 21100, Varese, Italy.,School of Medicine, University of Insubria, Varese, Italy
| | | | - Eleonora Solari
- Department of Medicine and Surgery, School of Medicine, University of Insubria, Via Monte Generoso, 71, 21100, Varese, Italy
| | | | | | - Daniela Negrini
- Department of Medicine and Surgery, School of Medicine, University of Insubria, Via Monte Generoso, 71, 21100, Varese, Italy
| | - Andrea Moriondo
- Department of Medicine and Surgery, School of Medicine, University of Insubria, Via Monte Generoso, 71, 21100, Varese, Italy.
| |
Collapse
|
19
|
Liew BXW, Morris S, Netto K. Defining gait patterns using Parallel Factor 2 (PARAFAC2): A new analysis of previously published data. J Biomech 2019; 90:133-137. [PMID: 31076170 DOI: 10.1016/j.jbiomech.2019.04.035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 04/24/2019] [Accepted: 04/25/2019] [Indexed: 11/17/2022]
Abstract
Three-dimensional gait analysis (3D-GA) is commonly used to answer clinical questions of the form "which joints and what variables are most affected during when". When studying high-dimensional datasets, traditional dimension reduction methods (e.g. principal components analysis) require "data flattening", which may make the ensuing solutions difficult to interpret. The aim of the present study is to present a case study of how a multi-dimensional dimension reduction technique, Parallel Factor 2 (PARAFAC2), provides a clinically interpretable set of solutions to typical biomechanical datasets where different variables are collected during walking and running. Three-dimensional kinematic and kinetic data used for the present analyses came from two publicly available datasets on walking (n = 33) and running (n = 28). For each dataset, a four-dimensional array was constructed as follows: Mode A was time normalized cycle points; mode B was the number of participants multiplied by the number of speed conditions tested; mode C was the number of joint degrees of freedom, and mode D was variable (angle, velocity, moment, power). Five factors for walking and four factors for running were extracted which explained 79.23% and 84.64% of their dataset's variance. The factor which explains the greatest variance was swing-phase sagittal plane knee kinematics (walking), and kinematics and kinetics (running). Qualitatively, all extracted factors increased in magnitude with greater speed in both walking and running. This study is a proof of concept that PARAFAC2 is useful for performing dimension reduction and producing clinically interpretable solutions to guide clinical decision making.
Collapse
Affiliation(s)
- Bernard X W Liew
- Centre of Precision Rehabilitation for Spinal Pain (CPR Spine), School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK.
| | - Susan Morris
- School of Physiotherapy and Exercise Sciences, Curtin University, GPO Box U1987, Perth, WA 6845, Australia
| | - Kevin Netto
- School of Physiotherapy and Exercise Sciences, Curtin University, GPO Box U1987, Perth, WA 6845, Australia
| |
Collapse
|
20
|
Performance Evaluation of Jaipur Knee Joint through Kinematics and Kinetics Gait Symmetry with Unilateral Transfemoral Indian Amputees. J Med Syst 2019; 43:55. [PMID: 30694396 DOI: 10.1007/s10916-019-1181-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 01/22/2019] [Indexed: 10/27/2022]
Abstract
Gait analysis is considered as the most systematic study of human motion. The analysis of gait includes visual and analytical perception of the individual, augmentation of various mechanical instrumentations for measuring movement of body, muscles activity and body mechanics. Past study focused on gait analysis of various animal locomotion and humans mainly on sports biomechanics. This paper aims to quantify the gait performance with Jaipur Knee, which is one of the most widely used prosthesis in Indian population. Gait data with Jaipur knee joint is not available till date. The proposed study targets to predict the performance of Jaipur knee joint in terms of gait symmetry with transfemoral Indian amputees. Gait symmetry may be the basis of recommendation of knee joint to prosthetic patients. This study used kinematics and kinetics parameters together to quantify the performance of Jaipur knee joint to evaluate gait symmetry. This research will be helpful for clinician to predict and further to prevent the degenerated musculoskeletal effects generally seen in unilateral transfemoral amputees.
Collapse
|
21
|
Schubert MC, Gimmon Y, Millar J, Brewer KJ, Roberts D, Shelhamer M, Rohde C, Serrador JM. Veterans have greater variability in their perception of binocular alignment. PLoS One 2018; 13:e0209622. [PMID: 30586453 PMCID: PMC6306227 DOI: 10.1371/journal.pone.0209622] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 12/07/2018] [Indexed: 11/29/2022] Open
Abstract
Introduction A significant population of our wounded veterans suffer long-term functional consequences of visual deficit, disorientation, dizziness, and an impaired ability to read. These symptoms may be related to damage within the otolith pathways that contribute to ocular alignment. The purpose of this study was to compare perception of vertical and torsional ocular alignment between veterans and healthy controls in an upright and supine test position. Materials and methods Veterans (n = 26) with reports of dizziness were recruited from the East Orange Veterans Administration Hospital. Healthy controls (n = 26) were recruited from both Johns Hopkins University and the East Orange VA. Each subject performed 20 trials each of a novel vertical and torsional binocular alignment perception test. Veterans underwent semicircular canal and otolith pathway function testing. Results 88% of the Veterans had an absent otolith response. Only the veterans had an abnormally large variability in perception of both vertical and torsional ocular alignment, and in both upright and supine position. Neither post-traumatic stress disorder, nor depression contributed to the misperception in binocular alignment. Conclusions Our novel method of measuring vertical and torsional misalignment distinguishes veterans with dizziness from healthy controls. The high prevalence of absent otolith function seems to explain this result. Further studies are needed to better understand the fundamental mechanism responsible for the increased variability of perception of binocular alignment.
Collapse
Affiliation(s)
- Michael C. Schubert
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology—Head and Neck Surgery Baltimore, MD, United States of America
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
- * E-mail:
| | - Yoav Gimmon
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology—Head and Neck Surgery Baltimore, MD, United States of America
| | - Jennifer Millar
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Kelly J. Brewer
- War Related Illness and Injury Study Center, Department of Veteran Affairs, NJ, United States of America
| | - Dale Roberts
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Mark Shelhamer
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology—Head and Neck Surgery Baltimore, MD, United States of America
| | - Charles Rohde
- Bloomberg School of Public Health, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Jorge M. Serrador
- War Related Illness and Injury Study Center, Department of Veteran Affairs, NJ, United States of America
- Department of Pharmacology, Physiology & Neuroscience, New Jersey Medical School, Rutgers School of Graduate Studies, Newark, NJ, United States of America
| |
Collapse
|
22
|
Contribution of Lower Limb Joint Movement in Adapting to Re-establish Step Length Symmetry During Split-Belt Treadmill Walking. J Med Biol Eng 2018. [DOI: 10.1007/s40846-018-0456-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
23
|
Neamtu MC, Neamtu OM, Marin MI, Rusu L. Morphofunctional muscle changes influence on foot stability in multiple sclerosis during gait prediction: The rehabilitation potential. J Back Musculoskelet Rehabil 2018; 31:469-474. [PMID: 29171982 DOI: 10.3233/bmr-170925] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Multiple sclerosis patients may suffer muscle changes that involve gait disorders of the kinetic and kinematic parameters also their gait may be clinically symmetrical or asymmetrical. OBJECTIVE The aim of this study is to analyze how the muscle change, could affect the biomechanical parameters of foot stability during the gait, by disturb the motor control. METHODS The study group consisted of 13 patients diagnosed with multiple sclerosis, presenting clinically detectable abnormal gait. The biomechanical evaluation included the foot axes and angles -external and internal rotation; the foot angle deviation from the gait direction; the subtalar angle. RESULTS The values of the foot angle were between -10.74∘ to 26.38∘ for the left foot and between -11.16∘ to 30.04∘ for the right foot. The foot axis angle is the axis of the foot in relation to the gait direction, and the subtalar angle is in relation to the vertical axis of the foot. The rotation of the right foot into pronation during the initial contact phase was followed by supination in the semi-support phase, to return to the neutral position during the propulsion phase, which meant being in free zone of minimal risk. CONCLUSIONS Biomechanical analysis of the foot angle and of subtalar angle in the patients with multiple sclerosis allows us to objectify the existence of a right-left asymmetry, the behavior ankle-foot during the gait. At the same time this evolution is closely correlated with the contact surface that tends to increase, which means involving the reflex mechanisms that place the foot in the zone of minimum risk and assure the stability of the body.
Collapse
Affiliation(s)
- Marius Cristian Neamtu
- Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Craiova, Romania.,Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| | - Oana Maria Neamtu
- Department of Sports Medicine and Kinesiology, University of Craiova, Craiova, Romania.,Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| | - Mihnea Ion Marin
- Department of Applied Mechanics, University of Craiova, Craiova, Romania.,Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| | - Ligia Rusu
- Department of Sports Medicine and Kinesiology, University of Craiova, Craiova, Romania.,Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Craiova, Romania
| |
Collapse
|
24
|
Abstract
Human gait is symmetric and bilaterally coordinated in young healthy persons. In this study, we aimed to explore the differences in bilateral coordination of gait as measured by the phase coordination index (PCI), gait asymmetry, and stride time variability of gait between four age groups. A total of 44 older adults were recruited: nine young-old (age 70-74 years), 26 old (age 75-84 years), nine old-old (>85 years and older), and 13 young adults (age 20-30 years). Subjects walked on a treadmill; walking speed was systematically increased from 0.5 to 0.9 m/s in steps of 0.1 m/s. There were marginal effects of age on PCI, significant main effects of walking speeds without interaction between walking speeds and age group. A difference in PCI could distinguish between young's and late aging group, and only during their preferred treadmills walking speed. This study explicitly shows that bilateral coordination of walking is modified by gait speed, and deteriorates only at a very old age.
Collapse
|
25
|
|
26
|
Abstract
Gait control challenges commonly coincide with vestibular dysfunction and there is a long history in using balance and gait activities to enhance functional mobility in this population. While much has been learned using traditional rehabilitation exercises, there is a new line of research emerging that is using visual stimuli in a very specific way to enhance gait control. For example, avatars can be created in an individualized manner to incorporate specific gait characteristics. The avatar could then be used as a visual stimulus to which the patient can synchronize their own gait cycle. This line of research builds upon the rich history of sensorimotor control research in which augmented sensory information (visual, haptic, or auditory) is used to probe, and even enhance, human motor control. This review paper focuses on gait control challenges in patients with vestibular dysfunction, provides a brief historical perspective on how various visual displays have been used to probe sensorimotor and gait control, and offers some recommendations for future research.
Collapse
|
27
|
Mahaffey R, Morrison SC, Bassett P, Drechsler WI, Cramp MC. Biomechanical characteristics of lower limb gait waveforms: Associations with body fat in children. Gait Posture 2018; 61:220-225. [PMID: 29413788 DOI: 10.1016/j.gaitpost.2018.01.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Revised: 01/18/2018] [Accepted: 01/21/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Childhood obesity is associated with musculoskeletal dysfunction and altered lower limb biomechanics during gait. Few previous studies have explored relationships between childhood obesity measured by body fat and lower limb joint waveform kinematics and kinetics. RESEARCH QUESTION What is the association between body fat and hip, knee and ankle joint angles and moments during gait and in 7 to 11 year-old boys? METHODS Fifty-five boys participated in the study. Body fat was measured by air displacement plethysmography. Hip, knee and ankle 3D waveforms of joint angles and moments were recorded during gait. Principle component analysis was used to reduce the multidimensional nature of the waveform into components representing parts of the gait cycle. Multiple linear regression analysis determined the association between the components with body fat. RESULTS Higher body fat predicted greater hip flexion, knee flexion and knee internal rotation during late stance and greater ankle external rotation in late swing/early stance. Greater hip flexion and adduction moments were found in early stance with higher body fat. In mid-stance, greater knee adduction moments were associated with high body fat. Finally, at the ankle, higher body fat was predictive of greater internal rotation moments. SIGNIFICANCE The study presents novel information on relationships between body fat and kinematic and kinetic waveform analysis of paediatric gait. The findings suggest altered lower limb joint kinematics and kinetics with high body fat in young boys. The findings may help to inform research in to preventing musculoskeletal comorbidities and promoting weight management.
Collapse
Affiliation(s)
- Ryan Mahaffey
- School of Sport, Health and Applied Sciences, St Mary's University Twickenham, Waldegrave Rd, Twickenham, TW1 4SX, UK.
| | - Stewart C Morrison
- University of Brighton, School of Health Sciences, Darley Road, Eastbourne, BN20 7UR, UK.
| | - Paul Bassett
- Statsconsultancy Ltd., 40 Longwood Lane, Amersham, Bucks, HP7 9EN, UK.
| | - Wendy I Drechsler
- Faculty of Life Sciences & Medicine, Kings College London, London, SE1 1UL, UK.
| | - Mary C Cramp
- Department of Allied Health Professions, Glenside Campus, University of West England, Blackberry Hill, Bristol, BS16 1DD, UK.
| |
Collapse
|
28
|
Jafarnezhadgero A, Majlesi M, Madadi-Shad M. The effects of low arched feet on lower limb joints moment asymmetry during gait in children: A cross sectional study. Foot (Edinb) 2018; 34:63-68. [PMID: 29310058 DOI: 10.1016/j.foot.2017.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 11/04/2017] [Accepted: 11/07/2017] [Indexed: 02/04/2023]
Abstract
BACKGROUND The prevalence of flexible flat feet in children was reported to be up to 20% in previous studies. However, the role of foot type in the development of musculoskeletal injuries is less clear, particularly in children. The purpose of this study was to investigate the differences in the joint moment asymmetry in children with flexible flat feet and healthy matched control subjects. METHODS Fourteen male children with flexible flat feet and 15 healthy control subjects served as the sample of the study. Three dimensional kinematics and kinetic data were collected using a Vicon camera system and two Kistler force platforms during walking. Then between-limb asymmetry was examined for each joint moment. RESULTS Normal individuals experienced higher asymmetry in the ankle eversion and the external rotation moments than the flat feet group. Asymmetry indices in the knee abduction, adduction, and the internal rotation moments in the flat feet group were higher than that in the normal group by 15%, 24% and 13%, respectively. Furthermore, in comparison of the two groups, individuals with flat feet had higher asymmetry in the hip flexion moment as well as the hip abduction moment. CONCLUSIONS In order to provide appropriate protocols or footwear design for male children with flat feet, clinicians need to understand that flat feet children do not have higher levels of joint moment asymmetry as compared to normal children in all joints and all planes; consequently, they must differentiate their treatments for each specific joint. However, further larger study is warranted.
Collapse
Affiliation(s)
- AmirAli Jafarnezhadgero
- Department of Physical Education and Sport Sciences, Faculty of Educational Science and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran.
| | - Mahdi Majlesi
- Department of Sport Biomechanics, Faculty of Humanities, Islamic Azad University, Hamedan Branch, Hamedan, Iran.
| | | |
Collapse
|
29
|
How Well Can Modern Nonhabitual Barefoot Youth Adapt to Barefoot and Minimalist Barefoot Technology Shoe Walking, in regard to Gait Symmetry. BIOMED RESEARCH INTERNATIONAL 2017; 2017:4316821. [PMID: 29214168 PMCID: PMC5682091 DOI: 10.1155/2017/4316821] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 07/23/2017] [Accepted: 09/05/2017] [Indexed: 12/01/2022]
Abstract
We aim to test how well modern nonhabitual barefoot people can adapt to barefoot and Minimalist Bare Foot Technology (MBFT) shoes, in regard to gait symmetry. 28 healthy university students (22 females/6 males) were recruited to walk on a 10-meter walkway randomly on barefoot, in MBFT shoes, and in neutral running shoes at their comfortable walking speed. Kinetic and kinematic data were collected using an 8-camera motion capture system. Data of joint angles, joint forces, and joint moments were extracted to compute a consecutive symmetry index. Compared to walking in neutral running shoes, walking barefoot led to worse symmetry of the following: ankle joint force in sagittal plane, knee joint moment in transverse plane, and ankle joint moment in frontal plane, while improving the symmetry of joint angle in sagittal plane at ankle joints and global (hip-knee-ankle) level. Walking in MBFT shoes had intermediate gait symmetry performance as compared to walking barefoot/walking in neutral running shoes. We conclude that modern nonhabitual barefoot adults will lose some gait symmetry in joint force/moment if they switch to barefoot walking without fitting in; MBFT shoe might be an ideal compromise for healthy youth as regards gait symmetry in walking.
Collapse
|
30
|
Jafarnezhadgero A, Madadi-Shad M, Esker FS, Robertson DGE. Do different methods for measuring joint moment asymmetry give the same results? J Bodyw Mov Ther 2017; 22:741-746. [PMID: 30100306 DOI: 10.1016/j.jbmt.2017.10.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 10/15/2017] [Accepted: 10/20/2017] [Indexed: 11/24/2022]
Abstract
Gait asymmetry is defined as a loss of perfect agreement between the dominant and non-dominant lower limbs. Conflicting results from gait asymmetry studies may be due to different definitions of asymmetry, different research methods, and/or different variables and formulas used for asymmetry calculation. As a result, this makes it difficult to compare joint asymmetry values between studies. An accurate and precise understanding of asymmetry during human walking is an important step towards developing enhanced rehabilitation protocols for pathological gait. This study examined bilateral lower extremity joint moment asymmetry during the stance phase of walking using three different methods. Fourteen male children (with flat feet) aged 8-14 years participated in this study. The three-dimensional lower limb kinetics was evaluated during a comfortable gait. Then, right and left lower limb joint moments were used to calculate the joint moment asymmetry via three different methods (Lathrop-Lambach method: equation used by Lathrop-Lambach et al. (2014); Su method: equation used by Su et al. (2015); Nigg method: equation used by Nigg et al. (2013)). Repeated-measures ANOVAs (α = 0.05) were used to compare the values of net joint moment asymmetry calculated by the three methods. The results of the statistical analyses found that the amounts of moment symmetry between limbs calculated by the first two methods were significantly greater than that of using the Nigg method (except for the values of the frontal ankle moment computed by the Lathrop-Lambach method). Furthermore, in comparison of the first two methods, using the Su method showed a reduction in moment asymmetry for all joints and for all moments (p < 0.05). We conclude that, although all of three common methods for determining asymmetry between limbs have documented merit, they sometimes differ dramatically in results.
Collapse
Affiliation(s)
- AmirAli Jafarnezhadgero
- Department of Physical Education and Sport Sciences, Faculty of Educational Science and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran.
| | | | | | - D G E Robertson
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| |
Collapse
|
31
|
Lizarraga KJ, Luca CC, De Salles A, Gorgulho A, Lang AE, Fasano A. Asymmetric neuromodulation of motor circuits in Parkinson's disease: The role of subthalamic deep brain stimulation. Surg Neurol Int 2017; 8:261. [PMID: 29184712 PMCID: PMC5680653 DOI: 10.4103/sni.sni_292_17] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2017] [Accepted: 08/31/2017] [Indexed: 11/21/2022] Open
Abstract
Whereas hemispheric dominance is well-established for appendicular motor control in humans, the evidence for dominance in axial motor control is still scarce. In Parkinson's disease (PD), unilateral (UL) onset of appendicular motor symptoms corresponds with asymmetric neurodegeneration predominantly affecting contralateral nigrostriatal circuits. Disease progression yields bilateral and axial motor symptoms but the initial appendicular asymmetry usually persists. Furthermore, there is evidence for hemispheric dominance for axial motor dysfunction in some of these patients. Dopaminergic medications improve appendicular symptoms but can also produce motor complications over time. Once these complications develop, bilateral (BL) deep brain stimulation (DBS) of the subthalamic nuclei (STN) can significantly improve appendicular symptoms while reducing medication doses and motor complications. Conversely, axial motor symptoms remain a significant source of disability, morbidity, and mortality for patients with PD. These axial symptoms do not necessarily improve with dopaminergic therapy, might not respond, and could even worsen after BL-DBS. In contrast to medications, DBS provides the opportunity to modify stimulation parameters for each cerebral hemisphere. Identical, BL-DBS of motor circuits with hemispheric dominance in PD might produce overstimulation on one side and/or understimulation on the other side, which could contribute to motor dysfunction. Several studies based on asymmetry of appendicular motor symptoms already support an initial UL rather than BL approach to DBS in some patients. The response of axial motor symptoms to UL versus BL-DBS remains unclear. Nonetheless, UL-DBS, staged BL-DBS, or asymmetric programming of BL-DBS could also be considered in patients with PD.
Collapse
Affiliation(s)
- Karlo J. Lizarraga
- Morton and Gloria Shulman Movement Disorders Clinic and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital and Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Department of Neurology, Jackson Memorial Hospital and University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Corneliu C. Luca
- Department of Neurology, Jackson Memorial Hospital and University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Antonio De Salles
- Department of Neurosurgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Alessandra Gorgulho
- Department of Neurosurgery, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Anthony E. Lang
- Morton and Gloria Shulman Movement Disorders Clinic and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital and Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Krembil Research Institute, Toronto, Ontario, Canada
| | - Alfonso Fasano
- Morton and Gloria Shulman Movement Disorders Clinic and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital and Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Krembil Research Institute, Toronto, Ontario, Canada
| |
Collapse
|
32
|
Kinematic and biomimetic assessment of a hydraulic ankle/foot in level ground and camber walking. PLoS One 2017; 12:e0180836. [PMID: 28704428 PMCID: PMC5509258 DOI: 10.1371/journal.pone.0180836] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 06/22/2017] [Indexed: 11/19/2022] Open
Abstract
Improved walking comfort has been linked with better bio-mimicking of the prosthetic ankle. This study investigated if a hydraulic ankle/foot can provide enough motion in both the sagittal and frontal planes during level and camber walking and if the hydraulic ankle/foot better mimics the biological ankle moment pattern compared with a fixed ankle/foot device. Five active male unilateral trans-femoral amputees performed level ground walking at normal and fast speeds and 2.5° camber walking in both directions using their own prostheses fitted with an “Echelon” hydraulic ankle/foot and an “Esprit” fixed ankle/foot. Ankle angles and the Trend Symmetry Index of the ankle moments were compared between prostheses and walking conditions. Significant differences between prostheses were found in the stance plantarflexion and dorsiflexion peaks with a greater range of motion being reached with the Echelon foot. The Echelon foot also showed significantly improved bio-mimicry of the ankle resistance moment in all walking conditions, either compared with the intact side of the same subject or with the “normal” mean curve from non-amputees. During camber walking, both types of ankle/foot devices showed similar changes in the frontal plane ankle angles. Results from a questionnaire showed the subjects were more satisfied with Echelon foot.
Collapse
|
33
|
Gonçalves GH, Sendín FA, da Silva Serrão PRM, Selistre LFA, Petrella M, Carvalho C, Mattiello SM. Ankle strength impairments associated with knee osteoarthritis. Clin Biomech (Bristol, Avon) 2017; 46:33-39. [PMID: 28500910 DOI: 10.1016/j.clinbiomech.2017.05.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 04/28/2017] [Accepted: 05/04/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Knee Osteoarthritis seems to negatively impact ankle biomechanics. However, the effect of knee osteoarthritis on ankle muscle strength has not been clearly established. This study aimed to evaluate the ankle strength of the plantar flexors and dorsiflexors of patients with knee osteoarthritis in different degrees of severity. METHODS Thirty-seven patients with knee osteoarthritis and 15 controls, subjected to clinical and radiographic analysis, were divided into three groups: control, mild, and moderate knee osteoarthritis. Participants answered a self-reported questionnaire and accomplished a muscle torque assessment of the ankle using the Biodex dynamometer in isometric, concentric and eccentric modes. FINDINGS The mild osteoarthritis group (peak torque=26.85(SD 3.58)) was significantly weaker than the control (peak torque=41.75(SD 4.42)) in concentric plantar flexion (P<0.05). The control and mild osteoarthritis groups were not significantly different from the moderate osteoarthritis group (peak torque=36.12(SD 4.61)) in concentric plantar flexion. There were no significant differences for dorsiflexion among the groups; however the control and moderate osteoarthritis groups presented large and medium standardized mean differences. The mild osteoarthritis group was significantly lower than the control and moderate osteoarthritis groups in the concentric plantar flexion by concentric dorsiflexion torque ratio. INTERPRETATION Ankle function exhibited impairments in patients with knee osteoarthritis, especially in the plantar flexion torque, in which the mild osteoarthritis group was weaker than the control. Interestingly, patients with moderate knee osteoarthritis showed results similar to the control group in plantar flexion torque. The results raise the possibility of a compensatory mechanism of the plantar flexors developed by patients in more advanced degrees to balance other muscle failures.
Collapse
Affiliation(s)
- Glaucia Helena Gonçalves
- Department of Physical Therapy, Federal University of São Carlos, Rodovia Washington Luis, km 235, São Carlos SP CEP: 13565-905, Brazil.
| | - Francisco Alburquerque Sendín
- Department of Nursing and Physical Therapy, University of Salamanca, Calle Donantes de Sangre s/n, 37007 Salamanca, Spain
| | | | - Luiz Fernando Approbato Selistre
- Department of Physical Therapy, Federal University of São Carlos, Rodovia Washington Luis, km 235, São Carlos SP CEP: 13565-905, Brazil
| | - Marina Petrella
- Department of Physical Therapy, Federal University of São Carlos, Rodovia Washington Luis, km 235, São Carlos SP CEP: 13565-905, Brazil
| | - Cristiano Carvalho
- Department of Physical Therapy, Federal University of São Carlos, Rodovia Washington Luis, km 235, São Carlos SP CEP: 13565-905, Brazil
| | - Stela Márcia Mattiello
- Department of Physical Therapy, Federal University of São Carlos, Rodovia Washington Luis, km 235, São Carlos SP CEP: 13565-905, Brazil.
| |
Collapse
|
34
|
Resende RA, Kirkwood RN, Rudan JF, Deluzio KJ. How symmetric are metal-on-metal hip resurfacing patients during gait? Insights for the rehabilitation. J Biomech 2017; 58:37-44. [DOI: 10.1016/j.jbiomech.2017.04.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Revised: 02/10/2017] [Accepted: 04/09/2017] [Indexed: 10/19/2022]
|
35
|
Hobusch GM, Hasenöhrl T, Pieber K, Schmalz T, Dana S, Ambrozy C, Pohlig K, Dietl H, Crevenna R, Skrbensky GV, Hofer C, Auberger R, Windhager R. A novel mechanotronic orthosis enables symmetrical gait kinematics in a patient with a femoral nerve palsy - a case study. Disabil Rehabil Assist Technol 2017; 13:201-205. [PMID: 28366029 DOI: 10.1080/17483107.2017.1304584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The usage of stance- and swing-phase control orthoses (SSCOs) is a good option in patients with neuromuscular insufficiency of the quadriceps muscle in a broad range of musculo-skeletal disorders. The subjective sensation of improved mobility in daily life and walking comfort could be objectively confirmed by the ability to walk without crutches and by harmonization of the gait patterns in hip and knee. They could also be a considered mobility device after limb salvage surgery, which may even have an impact on preoperative decision making. IMPLICATIONS FOR REHABILITATION Symmetric gate in spite of femoral nerve palsy. Early gate improvements even after hours. High patient?s motivation to use the device.
Collapse
Affiliation(s)
- G M Hobusch
- a Department of Orthopaedic Surgery , Medical University of Vienna , Vienna , Austria
| | - T Hasenöhrl
- b Department for Physical Medicine and Rehabilitation , Medical University of Vienna , Vienna , Austria
| | - K Pieber
- b Department for Physical Medicine and Rehabilitation , Medical University of Vienna , Vienna , Austria
| | - T Schmalz
- c Otto Bock Healthcare Products GmbH , Duderstadt , Germany
| | - S Dana
- b Department for Physical Medicine and Rehabilitation , Medical University of Vienna , Vienna , Austria
| | - C Ambrozy
- b Department for Physical Medicine and Rehabilitation , Medical University of Vienna , Vienna , Austria
| | - K Pohlig
- d Pohlig Austria GmbH , Vienna , Austria
| | - H Dietl
- e Otto Bock Healthcare Products GmbH , Vienna , Austria
| | - R Crevenna
- b Department for Physical Medicine and Rehabilitation , Medical University of Vienna , Vienna , Austria
| | - G von Skrbensky
- a Department of Orthopaedic Surgery , Medical University of Vienna , Vienna , Austria
| | - C Hofer
- e Otto Bock Healthcare Products GmbH , Vienna , Austria
| | - R Auberger
- e Otto Bock Healthcare Products GmbH , Vienna , Austria
| | - R Windhager
- a Department of Orthopaedic Surgery , Medical University of Vienna , Vienna , Austria
| |
Collapse
|
36
|
Huang H, Qiu J, Liu T, Yu Y, Guo Q, Luo D, Ao Y. Similarity of Center of Pressure Progression during Walking and Jogging of Anterior Cruciate Ligament Deficient Patients. PLoS One 2017; 12:e0169421. [PMID: 28072874 PMCID: PMC5224873 DOI: 10.1371/journal.pone.0169421] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 12/17/2016] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE To evaluate the center of pressure (COP) progression similarity and its change during walking and jogging in Anterior Cruciate Ligament deficient (ACLD) patients. METHODS A study was performed in 64 unilateral ACLD subjects and 32 healthy volunteers who walked and jogged on footscan® system at a self-selected speed. COP trajectory during walking and jogging was calculated. The robustness and similarity scores of COP (SSCOP, similarity scores with respect to corresponding COP trajectories) were computed, and then the Analysis of Variance test was employed to compare among different conditions (left or right side, within a subject or between subjects, walking or jogging). RESULTS (1) During the same motion status (walking or jogging), SSCOP were higher than 0.885. However, SSCOP between walking and jogging were lower than 0.25 in both the healthy and ACLD group. SSCOP between the intrasubjects were statistically higher than those between the intersubjects (p<0.01). (2) SSCOP in the ACLD group were statistically significantly reduced to 0.885±0.074 compared to 0.912±0.057 in healthy volunteers during walking, and 0.903±0.066 in the ACLD group compared to 0.919±0.050 in the healthy group during jogging (p<0.01). CONCLUSIONS SSCOP can distinguish walking from jogging, and SSCOP of ACLD patients would be different from that of healthy controls. The study protocol was approved by the Institutional Research Board of Peking University Third Hospital (IRB00006761-2012010).
Collapse
Affiliation(s)
- Hongshi Huang
- Institute of Sports Medicine, Peking University Third Hospital, Beijing, People’s Republic of China
| | - Jianwei Qiu
- Key Laboratory of Machine Perception (Ministry of Education), Speech and Hearing Research Center, and Department of Machine Intelligence, School of Electronic Engineering and Computer Science, Peking University, Beijing, People’s Republic of China
| | - Tianlin Liu
- Key Laboratory of Machine Perception (Ministry of Education), Speech and Hearing Research Center, and Department of Machine Intelligence, School of Electronic Engineering and Computer Science, Peking University, Beijing, People’s Republic of China
| | - Yuanyuan Yu
- Institute of Sports Medicine, Peking University Third Hospital, Beijing, People’s Republic of China
| | - Qinwei Guo
- Institute of Sports Medicine, Peking University Third Hospital, Beijing, People’s Republic of China
| | - Dingsheng Luo
- Key Laboratory of Machine Perception (Ministry of Education), Speech and Hearing Research Center, and Department of Machine Intelligence, School of Electronic Engineering and Computer Science, Peking University, Beijing, People’s Republic of China
- * E-mail: (YA); (DL)
| | - Yingfang Ao
- Institute of Sports Medicine, Peking University Third Hospital, Beijing, People’s Republic of China
- * E-mail: (YA); (DL)
| |
Collapse
|
37
|
Radzak KN, Putnam AM, Tamura K, Hetzler RK, Stickley CD. Asymmetry between lower limbs during rested and fatigued state running gait in healthy individuals. Gait Posture 2017; 51:268-274. [PMID: 27842295 DOI: 10.1016/j.gaitpost.2016.11.005] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 10/03/2016] [Accepted: 11/02/2016] [Indexed: 02/02/2023]
Abstract
Although normal gait is often considered symmetrical in healthy populations, differences between limbs during walking suggest that limbs may be used preferentially for braking or propulsion. The purpose of this study was to evaluate kinematic and kinetic variables, at both rested state and following a two-stage treadmill fatiguing run, for asymmetry between limbs. Kinematic (240Hz) and kinetic (960Hz) running data were collected bilaterally for 20 physically active individuals at both rested and fatigued states. Symmetry angles were calculated to quantify asymmetry magnitude at rested and fatigued states. Paired t-tests were used to evaluate differences between right and left limbs at rested and fatigued states, as well as rested and fatigued states symmetry angles. Variables that have been previously associated with the development of overuse injuries, such as knee internal rotation, knee stiffness, loading rate, and adduction free moment, were found to be significantly different between limbs at both rested and fatigued states. Significant differences in vertical stiffness were found, potentially indicating functional asymmetry during running. Symmetry angle was used to investigate changes in percentage of asymmetry at rested and fatigued states. Small (1-6%), but significant decreases in vertical stiffness, loading rate, and free moment symmetry angles indicate that these variables may become more symmetrical with fatigue. Knee internal rotation and knee stiffness became more asymmetrical with fatigue, increasing by 14% and 5.3%, respectively. The findings of the current study indicate that fatigue induced changes in gait may progress knee movement pattern asymmetry.
Collapse
Affiliation(s)
- Kara N Radzak
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Manoa, Honolulu HI, USA; Department of Kinesiology and Nutrition Sciences, University of Nevada, Las Vegas, Las Vegas NV, USA.
| | - Ashley M Putnam
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Manoa, Honolulu HI, USA
| | - Kaori Tamura
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Manoa, Honolulu HI, USA
| | - Ronald K Hetzler
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Manoa, Honolulu HI, USA
| | - Christopher D Stickley
- Department of Kinesiology and Rehabilitation Science, University of Hawaii, Manoa, Honolulu HI, USA
| |
Collapse
|
38
|
Simulation of gait asymmetry and energy transfer efficiency between unilateral and bilateral amputees. SPORTS ENGINEERING 2016. [DOI: 10.1007/s12283-016-0202-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
39
|
Hoerzer S, Federolf PA, Maurer C, Baltich J, Nigg BM. Footwear Decreases Gait Asymmetry during Running. PLoS One 2015; 10:e0138631. [PMID: 26488484 PMCID: PMC4619465 DOI: 10.1371/journal.pone.0138631] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 08/31/2015] [Indexed: 11/22/2022] Open
Abstract
Previous research on elderly people has suggested that footwear may improve neuromuscular control of motion. If footwear does in fact improve neuromuscular control, then such an influence might already be present in young, healthy adults. A feature that is often used to assess neuromuscular control of motion is the level of gait asymmetry. The objectives of the study were (a) to develop a comprehensive asymmetry index (CAI) that is capable of detecting gait asymmetry changes caused by external boundary conditions such as footwear, and (b) to use the CAI to investigate whether footwear influences gait asymmetry during running in a healthy, young cohort. Kinematic and kinetic data were collected for both legs of 15 subjects performing five barefoot and five shod over-ground running trials. Thirty continuous gait variables including ground reaction forces and variables of the hip, knee, and ankle joints were computed for each leg. For each individual, the differences between the variables for the right and left leg were calculated. Using this data, a principal component analysis was conducted to obtain the CAI. This study had two main outcomes. First, a sensitivity analysis suggested that the CAI had an improved sensitivity for detecting changes in gait asymmetry caused by external boundary conditions. The CAI may, therefore, have important clinical applications such as monitoring the progress of neuromuscular diseases (e.g. stroke or cerebral palsy). Second, the mean CAI for shod running (131.2 ± 48.5; mean ± standard deviation) was significantly lower (p = 0.041) than the CAI for barefoot running (155.7 ± 39.5). This finding suggests that in healthy, young adults gait asymmetry is reduced when running in shoes compared to running barefoot, which may be a result of improved neuromuscular control caused by changes in the afferent sensory feedback.
Collapse
Affiliation(s)
- Stefan Hoerzer
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- * E-mail:
| | - Peter A. Federolf
- Institute for Sport Science, University of Innsbruck, Innsbruck, Tyrol, Austria
- Department of Neuroscience, Norwegian University of Science and Technology, Trondheim, Norway
| | - Christian Maurer
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Red Bull Diagnostic and Training Center, Thalgau, Salzburg, Austria
| | - Jennifer Baltich
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Benno M. Nigg
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
40
|
Beretta VS, Gobbi LTB, Lirani-Silva E, Simieli L, Orcioli-Silva D, Barbieri FA. Challenging Postural Tasks Increase Asymmetry in Patients with Parkinson's Disease. PLoS One 2015; 10:e0137722. [PMID: 26367032 PMCID: PMC4569579 DOI: 10.1371/journal.pone.0137722] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Accepted: 08/20/2015] [Indexed: 11/19/2022] Open
Abstract
The unilateral predominance of Parkinson’s disease (PD) symptoms suggests that balance control could be asymmetrical during static tasks. Although studies have shown that balance control asymmetries exist in patients with PD, these analyses were performed using only simple bipedal standing tasks. Challenging postural tasks, such as unipedal or tandem standing, could exacerbate balance control asymmetries. To address this, we studied the impact of challenging standing tasks on postural control asymmetry in patients with PD. Twenty patients with PD and twenty neurologically healthy individuals (control group) participated in this study. Participants performed three 30s trials for each postural task: bipedal, tandem adapted and unipedal standing. The center of pressure parameter was calculated for both limbs in each of these conditions, and the asymmetry between limbs was assessed using the symmetric index. A significant effect of condition was observed, with unipedal standing and tandem standing showing greater asymmetry than bipedal standing for the mediolateral root mean square (RMS) and area of sway parameters, respectively. In addition, a group*condition interaction indicated that, only for patients with PD, the unipedal condition showed greater asymmetry in the mediolateral RMS and area of sway than the bipedal condition and the tandem condition showed greater asymmetry in the area of sway than the bipedal condition. Patients with PD exhibited greater asymmetry while performing tasks requiring postural control when compared to neurologically healthy individuals, especially for challenging tasks such as tandem and unipedal standing.
Collapse
Affiliation(s)
- Victor Spiandor Beretta
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
| | - Lilian Teresa Bucken Gobbi
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
| | - Ellen Lirani-Silva
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
| | - Lucas Simieli
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
| | - Diego Orcioli-Silva
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
| | - Fabio Augusto Barbieri
- Univ Estadual Paulista, UNESP, Posture and Gait Studies Laboratory, Department of Physical Education, Bioscience Institute, Rio Claro, São Paulo, Brazil
- Univ Estadual Paulista, UNESP, Laboratory of Information, Vision and Action, Department of Physical Education, Faculty of Science, Bauru, São Paulo, Brazil
- * E-mail:
| |
Collapse
|
41
|
Wafai L, Zayegh A, Woulfe J, Aziz SM, Begg R. Identification of Foot Pathologies Based on Plantar Pressure Asymmetry. SENSORS 2015; 15:20392-408. [PMID: 26295239 PMCID: PMC4570427 DOI: 10.3390/s150820392] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Revised: 08/07/2015] [Accepted: 08/11/2015] [Indexed: 11/16/2022]
Abstract
Foot pathologies can negatively influence foot function, consequently impairing gait during daily activity, and severely impacting an individual’s quality of life. These pathologies are often painful and correspond with high or abnormal plantar pressure, which can result in asymmetry in the pressure distribution between the two feet. There is currently no general consensus on the presence of asymmetry in able-bodied gait, and plantar pressure analysis during gait is in dire need of a standardized method to quantify asymmetry. This paper investigates the use of plantar pressure asymmetry for pathological gait diagnosis. The results of this study involving plantar pressure analysis in fifty one participants (31 healthy and 20 with foot pathologies) support the presence of plantar pressure asymmetry in normal gait. A higher level of asymmetry was detected at the majority of the regions in the feet of the pathological population, including statistically significant differences in the plantar pressure asymmetry in two regions of the foot, metatarsophalangeal joint 3 (MPJ3) and the lateral heel. Quantification of plantar pressure asymmetry may prove to be useful for the identification and diagnosis of various foot pathologies.
Collapse
Affiliation(s)
- Linah Wafai
- College of Engineering and Science, Victoria University, Melbourne VIC-3032, Australia.
| | - Aladin Zayegh
- College of Engineering and Science, Victoria University, Melbourne VIC-3032, Australia.
| | - John Woulfe
- Boronia Podiatry, Melbourne VIC-3155, Australia.
| | - Syed Mahfuzul Aziz
- School of Engineering, University of South Australia, Mawson Lakes SA-5095, Australia.
| | - Rezaul Begg
- Gait and Balance Research Group, Institute of Sport, Exercise and Active Living (ISEAL), Victoria University, Melbourne VIC-3032, Australia.
| |
Collapse
|
42
|
Mayolas Pi C, Arrese AL, Aparicio AV, Masià JR. Distribution of plantar pressures during gait in different zones of the foot in healthy children: the effects of laterality. Percept Mot Skills 2015; 120:159-76. [PMID: 25668074 DOI: 10.2466/26.10.pms.120v15x8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The objective was to determine whether gait is symmetric in healthy children 6-7 years of age and to assess the effects of laterality and the anatomical zone of the foot. 46 children were subjected to gait symmetry analysis in which the plantar and lateral pressures associated with kicking a ball, static balance, and dynamic support were measured. There were no significant differences in the average pressure exerted by the right and left feet based on the laterality of the child. Independent of each laterality test, a greater pressure on the right rearfoot was observed compared to the left rearfoot and on the left midfoot and forefoot compared to the right.
Collapse
Affiliation(s)
- C Mayolas Pi
- 1 Research Group Movimiento Humano, Department of Physical Medicine and Infirmary, University of Zaragoza, Spain
| | | | | | | |
Collapse
|
43
|
The novel quantitative technique for assessment of gait symmetry using advanced statistical learning algorithm. BIOMED RESEARCH INTERNATIONAL 2015; 2015:528971. [PMID: 25705672 PMCID: PMC4332467 DOI: 10.1155/2015/528971] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 10/17/2014] [Accepted: 10/28/2014] [Indexed: 11/17/2022]
Abstract
The accurate identification of gait asymmetry is very beneficial to the assessment of at-risk gait in the clinical applications. This paper investigated the application of classification method based on statistical learning algorithm to quantify gait symmetry based on the assumption that the degree of intrinsic change in dynamical system of gait is associated with the different statistical distributions between gait variables from left-right side of lower limbs; that is, the discrimination of small difference of similarity between lower limbs is considered the reorganization of their different probability distribution. The kinetic gait data of 60 participants were recorded using a strain gauge force platform during normal walking. The classification method is designed based on advanced statistical learning algorithm such as support vector machine algorithm for binary classification and is adopted to quantitatively evaluate gait symmetry. The experiment results showed that the proposed method could capture more intrinsic dynamic information hidden in gait variables and recognize the right-left gait patterns with superior generalization performance. Moreover, our proposed techniques could identify the small significant difference between lower limbs when compared to the traditional symmetry index method for gait. The proposed algorithm would become an effective tool for early identification of the elderly gait asymmetry in the clinical diagnosis.
Collapse
|
44
|
Rusu L, Neamtu MC, Rosulescu E, Cosma G, Dragomir M, Marin MI. Analysis of foot and ankle disorders and prediction of gait in multiple sclerosis rehabilitation. Eur J Med Res 2014; 19:73. [PMID: 25539821 PMCID: PMC4301622 DOI: 10.1186/s40001-014-0073-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 12/03/2014] [Indexed: 12/03/2022] Open
Abstract
Background Multiple sclerosis (MS) is a disease of the central nervous system probably based on the autoimmune mechanism against myelin and the action of lymphocyte T. In the last 50 years, more than 150 descriptive studies regarding MS have focused on the etiopathogeny, treatment, diagnosis and prevention of the progressive evolution of MS. Most recently, studies in the field of rehabilitation and diagnosis have tried to present the postural aspects of control/foot and ankle control and gait pattern in MS. The aim of this study is focused on biomechanical foot analyses of MS patients. Methods Our clinical research and functional assessment was based on a scale like the EDSS/Kurtzke score: biomechanical foot assessment used the RSscan force plate to assess the foot loading, impulse and foot-ankle angle (subtalar angle), and pressure distribution methods for statistical analyses. The study included MS patients at the Neurologic Rehabilitation Unit, Craiova, we studied 48 patients (46.04 ± 10.99 years) diagnosed with MS. Results This study shows that the major lesion is to the pyramidal system and the average value for functionality index (EDSS score) is 3.03 ± 0.13, where 3 means easy paraparesis or hemiparesis. In considering postural strategies, we observed an instability left to right to be more evident in the swing phase and it influences the under the foot impulse for the next step and postural control. From the analysis of the data and pressure centre position, we can see that the high pressure is on metatarsian II to III and more or less at the heel. This means the development of an ankle strategy necessary to restore balance, stability and motor control cannot be assessed other than by clinical evaluation. Even if many physicians and physical therapists do use the functional scale in their daily assessment, it does not help us achieve a complex assessment of gait and lower limb behaviour during gait, nor does it provide information about the impact of gait on daily activities and on quality of life. Conclusions Biomechanical assessment can help the clinician predict the functional evolution of MS patients without visible clinical gait disorders and allows the development of a strategy for rehabilitation to prevent an incorrect ankle/ankle and foot position, resulting in a lack of motor control.
Collapse
Affiliation(s)
- Ligia Rusu
- Sports Medicine and Kinesiology Department, University of Craiova, Srada Alexandru Ioan Cuza 13, Craiova, 200585, Romania.
| | - Marius Cristian Neamtu
- Department of Pathologic Physiology, University of Medicine and Pharmacy of Craiova, Strada Petru Rareş 2-4, Craiova, 200349, Romania.
| | - Eugenia Rosulescu
- Sports Medicine and Kinesiology Department, University of Craiova, Srada Alexandru Ioan Cuza 13, Craiova, 200585, Romania.
| | - Germina Cosma
- Department of Theory and Methodology of Motricity Activities, University of Craiova, Strada Alexandru Ioan Cuza 13, Craiova, 200585, Romania.
| | - Mihai Dragomir
- Sports Medicine and Kinesiology Department, University of Craiova, Srada Alexandru Ioan Cuza 13, Craiova, 200585, Romania.
| | - Mihnea Ion Marin
- Department of Applied Mechanics, University of Craiova, Strada Alexandru Ioan Cuza 13, Craiova, 200585, Romania.
| |
Collapse
|
45
|
Lambach RL, Asay JL, Jamison ST, Pan X, Schmitt LC, Blazek K, Siston RA, Andriacchi TP, Chaudhari AM. Evidence for joint moment asymmetry in healthy populations during gait. Gait Posture 2014; 40:526-31. [PMID: 25035185 PMCID: PMC4267535 DOI: 10.1016/j.gaitpost.2014.06.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Revised: 06/16/2014] [Accepted: 06/22/2014] [Indexed: 02/02/2023]
Abstract
The purpose of this study was to determine the presence and prevalence of asymmetry in lower extremity joint moments within and across healthy populations during overground walking. Bilateral gait data from several studies performed at two institutions were pooled from 182 healthy, pain-free subjects. Four distinct populations were identified based on age, activity level and body mass index. Mean peak external joint moments were calculated from three to six trials of level overground walking at self-selected speed for each subject. Right and left limb moments were reclassified as "greater" or "lesser" moment for each subject to prevent obscuring absolute asymmetry due to averaging over positive and negative asymmetries across subjects. A clinically relevant asymmetry measure was calculated from the peak joint moments with an initial chosen cutoff value of 10%. Confidence intervals for the proportion of subjects with greater than 10% asymmetry between limbs were estimated based on the binomial distribution. We found a high amount of asymmetry between the limbs in healthy populations. More than half of our overall population exceeded 10% asymmetry in peak hip and knee flexion and adduction moments. Group medians exceeded 10% asymmetry for all variables in all populations. This may have important implications on gait evaluations, particularly clinical evaluations or research studies where asymmetry is used as an outcome. Additional research is necessary to determine acceptable levels of joint moment asymmetry during gait and to determine whether asymmetrical joint moments influence the development of symptomatic pathology or success of lower extremity rehabilitation.
Collapse
Affiliation(s)
| | - Jessica L. Asay
- Mechanical Engineering, Stanford University, Stanford, CA,Musculoskeletal Research Laboratories, Department of Veterans Affairs, Palo Alto, CA
| | - Steve T. Jamison
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE
| | - Xueliang Pan
- Center for Biostatistics, The Ohio State University, Columbus, OH
| | - Laura C. Schmitt
- School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH,Sports Health and Performance Institute, The Ohio State University, Columbus, OH
| | - Katerina Blazek
- Mechanical Engineering, Stanford University, Stanford, CA,Musculoskeletal Research Laboratories, Department of Veterans Affairs, Palo Alto, CA
| | - Robert A. Siston
- Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH,Department of Orthopaedics, The Ohio State University, Columbus, OH,School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH
| | - Thomas P. Andriacchi
- Mechanical Engineering, Stanford University, Stanford, CA,Musculoskeletal Research Laboratories, Department of Veterans Affairs, Palo Alto, CA,Orthopaedic Surgery, Stanford University, Palo Alto, CA
| | - Ajit M.W. Chaudhari
- Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH,Department of Orthopaedics, The Ohio State University, Columbus, OH,School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH,Sports Health and Performance Institute, The Ohio State University, Columbus, OH
| |
Collapse
|
46
|
Yang F, Pai YC. Adaptive control of center of mass (global) motion and its joint (local) origin in gait. J Biomech 2014; 47:2797-800. [PMID: 24998991 DOI: 10.1016/j.jbiomech.2014.06.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 05/03/2014] [Accepted: 06/02/2014] [Indexed: 11/29/2022]
Abstract
Dynamic gait stability can be quantified by the relationship of the motion state (i.e. the position and velocity) between the body center of mass (COM) and its base of support (BOS). Humans learn how to adaptively control stability by regulating the absolute COM motion state (i.e. its position and velocity) and/or by controlling the BOS (through stepping) in a predictable manner, or by doing both simultaneously following an external perturbation that disrupts their regular relationship. Post repeated-slip perturbation training, for instance, older adults learned to forward shift their COM position while walking with a reduced step length, hence reduced their likelihood of slip-induced falls. How and to what extent each individual joint influences such adaptive alterations is mostly unknown. A three-dimensional individualized human kinematic model was established. Based on the human model, sensitivity analysis was used to systematically quantify the influence of each lower limb joint on the COM position relative to the BOS and the step length during gait. It was found that the leading foot had the greatest effect on regulating the COM position relative to the BOS; and both hips bear the most influence on the step length. These findings could guide cost-effective but efficient fall-reduction training paradigm among older population.
Collapse
Affiliation(s)
- Feng Yang
- Department of Kinesiology, University of Texas at El Paso, El Paso, TX 79968, USA
| | - Yi-Chung Pai
- Department of Physical Therapy, University of Illinois at Chicago, 1919 West Taylor Street, Room 426 (M/C 898), Chicago, IL 60612, USA.
| |
Collapse
|
47
|
Bohm S, Mersmann F, Marzilger R, Schroll A, Arampatzis A. Asymmetry of Achilles tendon mechanical and morphological properties between both legs. Scand J Med Sci Sports 2014; 25:e124-32. [DOI: 10.1111/sms.12242] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2014] [Indexed: 12/19/2022]
Affiliation(s)
- S. Bohm
- Department of Training and Movement Sciences; Humboldt-Universität zu Berlin; Berlin Germany
| | - F. Mersmann
- Department of Training and Movement Sciences; Humboldt-Universität zu Berlin; Berlin Germany
| | - R. Marzilger
- Department of Training and Movement Sciences; Humboldt-Universität zu Berlin; Berlin Germany
| | - A. Schroll
- Department of Training and Movement Sciences; Humboldt-Universität zu Berlin; Berlin Germany
| | - A. Arampatzis
- Department of Training and Movement Sciences; Humboldt-Universität zu Berlin; Berlin Germany
| |
Collapse
|
48
|
Lundh D, Coleman S, Riad J. Movement deviation and asymmetry assessment with three dimensional gait analysis of both upper- and lower extremity results in four different clinical relevant subgroups in unilateral cerebral palsy. Clin Biomech (Bristol, Avon) 2014; 29:381-6. [PMID: 24670612 DOI: 10.1016/j.clinbiomech.2014.02.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 01/22/2014] [Accepted: 02/27/2014] [Indexed: 02/07/2023]
Abstract
BACKGROUND In unilateral cerebral palsy, movement pattern can be difficult to define and quantify. The aim was to assess the degree of deviation and asymmetry in upper and lower extremities during walking. METHODS Forty-seven patients, 45 Gross Motor Function Classification Scale (GMFCS) I and 2 patients GMFCS II, mean age 17.1 years (range 13.1 to 24.0) and 15 matched controls were evaluated. Gait profile score (GPS) and arm posture score (APS) were calculated from three-dimensional gait analysis (GA). Asymmetry was the calculated difference in deviation between affected and unaffected sides. FINDINGS The GPS was significantly increased compared to the control group on the affected side (6.93 (2.08) versus 4.23 (1.11) degrees) and on the unaffected side (6.67 (2.14)). The APS was also significantly increased on the affected side (10.39 (5.01) versus 5.52 (1.71) degrees) and on the unaffected side (7.13 (2.23)). The lower extremity asymmetry increased (significantly) in comparison with the control group (7.89 (3.82) versus 3.90 (1.01)) and correspondingly in the upper extremity (9.75 (4.62) versus 5.72 (1.84)). The GPS was not different between affected and unaffected sides, however the APS was different (statistically significant). INTERPRETATION We calculated deviation and asymmetry of movement during walking in unilateral CP, identifying four important clinical groups: close to normal, deviations mainly in the leg, deviations mainly in the arm and those with deviation in the arm and leg. This method can be applied to any patient group, and aid in diagnosing, planning treatment, and prognosis.
Collapse
Affiliation(s)
- Dan Lundh
- University of Skövde, Box 408, 541 28 Skövde, Sweden.
| | - Scott Coleman
- Motion and Sports Lab, Baylor University Medical Center, 411 N. Washington Ave Suite 2100, Dallas, TX 752 46, USA
| | - Jacques Riad
- Orthopaedic Department, Skaraborg Hospital Skövde, 541 85 Skövde, Sweden; Women's and Children's Health, Karolinska Institute, 171 76 Stockholm, Sweden
| |
Collapse
|
49
|
Rokkedal-Lausch T, Lykke M, Hansen MS, Nielsen RO. Normative values for the foot posture index between right and left foot: a descriptive study. Gait Posture 2013; 38:843-6. [PMID: 23665064 DOI: 10.1016/j.gaitpost.2013.04.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Revised: 04/09/2013] [Accepted: 04/14/2013] [Indexed: 02/02/2023]
Abstract
BACKGROUND The foot posture index (FPI) is a commonly used method to quantify standing foot posture. No normative data have, however, been presented to establish the range of a normal difference and asymmetrical differences between FPI score in the right foot and in the left foot. PURPOSE The purpose of the present study was to establish normative values for the difference between the FPI scores across the two feet. METHODS Among 930 healthy adults, FPI score was quantified in both feet. Difference between the two feet was calculated as FPI score on the right foot minus the FPI score on the left foot. Based on a normal distribution of the differences, asymmetry was defined as values below or above one standard deviation (SD) from the mean. Severe asymmetry was below and above ±2SD from the mean. Normal difference was defined as the range between ±1SD. RESULTS A reference range for normal difference in FPI score between left foot and right foot was -2 to +2. Asymmetry scores ranged from -2 to -4 and +2 to +4, while severe asymmetry was <-4 and >4. CONCLUSION Normative values for the difference between FPI scores in right foot and left foot have been presented from a large sample of healthy adults. These normative values can be used to identify a normal difference or an asymmetrical difference in foot posture across feet in one individual.
Collapse
Affiliation(s)
- Torben Rokkedal-Lausch
- Section of Sport Science, Department of Public Health, Aarhus University, DK-8000 Aarhus, Denmark.
| | | | | | | |
Collapse
|
50
|
Nigg S, Vienneau J, Maurer C, Nigg BM. Development of a symmetry index using discrete variables. Gait Posture 2013; 38:115-9. [PMID: 23218726 DOI: 10.1016/j.gaitpost.2012.10.024] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2011] [Revised: 10/19/2012] [Accepted: 10/30/2012] [Indexed: 02/02/2023]
Abstract
The objective of this study was to introduce and evaluate a new methodology to quantify lower extremity movement symmetry using data from the stance phase in over-ground running. Seventeen subjects completed five heel-toe over-ground running trials per leg over a force platform at 3.33±0.5ms(-1) with retro-reflective markers on both legs and the pelvis. Thirty kinetic and kinematic variables were collected and 12 were chosen as important variables for calculating symmetry based on low variance of the data and their functional relevance with respect to symmetry. The developed formula uses the integral of the absolute value of the difference between the left and right leg during the stance phase. The results were divided into a sagittal, transverse, and frontal index, as well as a global index for all three planes of motion. This enabled analyses from both general and categorical perspectives, whereby individuals could be identified as symmetrical in one plane and asymmetrical in the other. The new methodology allows for the evaluation of symmetry over the entire stance phase and accounts for time lags between left and right legs. To learn more about symmetry during particular movements, future research should include larger cohorts, use consecutive force platforms, examine the flight phase of running and include subjects that are known to have asymmetrical gait.
Collapse
Affiliation(s)
- Sandro Nigg
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada.
| | | | | | | |
Collapse
|