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Delgado I, Camacho MA, Pugliese I, Clavijo HJC, Moreno M, Muñoz Ospina B, Orozco J. Stumbles, Gait, and Cognition: Risk Factors Associated with Falls in Older Adults with Subjective Memory Complaints. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1683. [PMID: 39767521 PMCID: PMC11675928 DOI: 10.3390/ijerph21121683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 12/08/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025]
Abstract
Falls are a public health problem, impacting quality of life, independence, and health costs. Subjective memory complaints (SMCs) and mild cognitive impairment (MCI) increase with age and may coexist. The risk of falls coinciding with SMCs is less understood. This study explored the risk factors associated with falls in adults with SMCs or MCI. A case-control study in adults over 50 was conducted. All participants underwent a neuropsychological assessment and a Timed Up and Go (TUG) test for gait analysis. Logistic regression calculated OR and p values, adjusting for demographic, clinical, cognitive, and gait variables. There was a total of 64 patients (47.06%) and 72 controls (52.94%). Fallers were older (70.76 ± 7.31) and had hypertension (29.63%), a history of stumbling (13.97%), slow TUG test performance (19.12%), and an asymmetric arm swing (19.85%). Fallers had lower verbal fluency (p = 0.043) and impairment on the Rey-Osterrieth figure copy (p = 0.047). Highest risk factors included female sex (OR 3.55, p = 0.006), older age (OR= 1.08, p = 0.006), hypertension (OR 3.33, p = 0.005), and stumbles (OR 5.65, p = 0.002). This study reconsiders clinical fall risk assessments in older adults with SMCs. Visuo-constructional abilities and executive dysfunction should be followed over time. Female sex, hypertension, and stumbles are risk factors. Integrated cognitive and motor assessments are crucial for detecting and proposing interventions for fall prevention in this population.
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Affiliation(s)
- Isabella Delgado
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, Carrera 98 No. 18–49, Cali 760032, Colombia; (I.D.); (M.A.C.); (M.M.)
| | - Miguel Angello Camacho
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, Carrera 98 No. 18–49, Cali 760032, Colombia; (I.D.); (M.A.C.); (M.M.)
| | - Isabella Pugliese
- Faculty of Health Sciences, Universidad Icesi, Calle 18 No. 122–135, Cali 760031, Colombia; (I.P.); (H.J.C.C.)
| | - Hugo Juan Camilo Clavijo
- Faculty of Health Sciences, Universidad Icesi, Calle 18 No. 122–135, Cali 760031, Colombia; (I.P.); (H.J.C.C.)
| | - Mabel Moreno
- Centro de Investigaciones Clínicas, Fundación Valle del Lili, Carrera 98 No. 18–49, Cali 760032, Colombia; (I.D.); (M.A.C.); (M.M.)
- Faculty of Health Sciences, Universidad Icesi, Calle 18 No. 122–135, Cali 760031, Colombia; (I.P.); (H.J.C.C.)
| | - Beatriz Muñoz Ospina
- Adults Neuropsychology, Fundación Valle del Lili, Carrera 98 No. 18–49, Cali 760032, Colombia
- Department of Human Sciences, Universidad Icesi, Calle 18 No. 122–135, Cali 760031, Colombia
| | - Jorge Orozco
- Neurology Department, Fundación Valle del Lili, Carrera 98 No. 18–49, Cali 760032, Colombia;
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Ko SU, Jerome GJ, Simonsick EM, Ferrucci L. Investigating balance-related gait patterns and their relationship with maximum torques generated by the hamstrings and quadriceps in older adults - Results from the Baltimore longitudinal study of aging. Arch Gerontol Geriatr 2024; 123:105411. [PMID: 38493525 PMCID: PMC11153004 DOI: 10.1016/j.archger.2024.105411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 03/06/2024] [Accepted: 03/11/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND Balance-related gait patterns in older adults can be objectively discerned through the examination of gait parameters, maximum leg torques, and their interconnections. OBJECTIVE To investigate the correlation between leg muscle strength and balance during gait concerning functional performance in healthy older adults. METHODS Participants included 117 adults aged 60-95 years were recruited from the Baltimore Longitudinal Study of Aging (BLSA). They underwent evaluations of gait, balance, and maximum isometric leg torque (for both hamstrings and quadriceps). Analyses examined the association between leg torque and functional performance among those with higher and lower balances. RESULTS Individuals with lower balance (n = 43) were older, more prone to experiencing a fear of falling, and exhibited lower functional performance (gait speeds and Generalized Gait Stability Scores (GGSS), ps < 0.001) compared to their counterparts with higher balance (n = 74). At a usual walking pace, the GGSS showed a positive association with concentric Quadriceps Maximum Torque (QMT) in participants with lower balance (p = 0.013). Conversely, it displayed a positive association with eccentric QMT in those with higher balance (p = 0.014). At a fast walking pace, only individuals with higher balance demonstrated a positive muscle torque association with both gait speed and GGSS, encompassing concentric and eccentric actions in both the quadriceps and hamstrings (ps < 0.050). CONCLUSION Evaluating muscle strength capacity in both concentric and eccentric phases during dynamic high-effort events, along with investigating their associations with gait performance, can be beneficial for identifying subtle gait deficits. This comprehensive approach may assist in the early detection of gait deterioration among healthy older adults, given the intricate muscle activations involved in lower body functional performance.
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Affiliation(s)
- Seung-Uk Ko
- Department of Mechanical Design Engineering, Chonnam National University, Yeosu, South Korea.
| | - Gerald J Jerome
- Department of Kinesiology, Towson University, Towson, MD, USA
| | - Eleanor M Simonsick
- Translational Gerontology Branch, National Institute on Aging (NIA/NIH), Baltimore, MD, USA
| | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging (NIA/NIH), Baltimore, MD, USA
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Bajelan S, Sparrow WAT, Begg R. The ankle dorsiflexion kinetics demand to increase swing phase foot-ground clearance: implications for assistive device design and energy demands. J Neuroeng Rehabil 2024; 21:105. [PMID: 38907255 PMCID: PMC11191291 DOI: 10.1186/s12984-024-01394-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 05/30/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND The ankle is usually highly effective in modulating the swing foot's trajectory to ensure safe ground clearance but there are few reports of ankle kinetics and mechanical energy exchange during the gait cycle swing phase. Previous work has investigated ankle swing mechanics during normal walking but with developments in devices providing dorsiflexion assistance, it is now essential to understand the minimal kinetic requirements for increasing ankle dorsiflexion, particularly for devices employing energy harvesting or utilizing lighter and lower power energy sources or actuators. METHODS Using a real-time treadmill-walking biofeedback technique, swing phase ankle dorsiflexion was experimentally controlled to increase foot-ground clearance by 4 cm achieved via increased ankle dorsiflexion. Swing phase ankle moments and dorsiflexor muscle forces were estimated using AnyBody modeling system. It was hypothesized that increasing foot-ground clearance by 4 cm, employing only the ankle joint, would require significantly higher dorsiflexion moments and muscle forces than a normal walking control condition. RESULTS Results did not confirm significantly increased ankle moments with augmented dorsiflexion, with 0.02 N.m/kg at toe-off reducing to zero by the end of swing. Tibialis Anterior muscle force incremented significantly from 2 to 4 N/kg after toe-off, due to coactivation with the Soleus. To ensure an additional 4 cm mid swing foot-ground clearance, an estimated additional 0.003 Joules/kg is required to be released immediately after toe-off. CONCLUSION This study highlights the interplay between ankle moments, muscle forces, and energy demands during swing phase ankle dorsiflexion, offering insights for the design of ankle assistive technologies. External devices do not need to deliver significantly greater ankle moments to increase ankle dorsiflexion but, they should offer higher mechanical power to provide rapid bursts of energy to facilitate quick dorsiflexion transitions before reaching Minimum Foot Clearance event. Additionally, for ankle-related bio-inspired devices incorporating artificial muscles or humanoid robots that aim to replicate natural ankle biomechanics, the inclusion of supplementary Tibialis Anterior forces is crucial due to Tibialis Anterior and Soleus co-activation. These design strategies ensures that ankle assistive technologies are both effective and aligned with the biomechanical realities of human movement.
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Affiliation(s)
- Soheil Bajelan
- Institute for Health and Sport, Victoria University, Melbourne, Australia.
| | - W A Tony Sparrow
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | - Rezaul Begg
- Institute for Health and Sport, Victoria University, Melbourne, Australia
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Vanderlinden AO, Nevisipour M, Sugar T, Lee H. Reduced trunk movement control during motor dual-tasking in older adults. Hum Mov Sci 2024; 95:103223. [PMID: 38692198 DOI: 10.1016/j.humov.2024.103223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/23/2024] [Accepted: 04/24/2024] [Indexed: 05/03/2024]
Abstract
Older adults have a decreased trunk movement control which is linked to their higher fall risk. While motor/cognitive dual-tasking deteriorates balance and walking in older adults, there is limited understanding on how trunk kinematics and kinetics are affected by dual-tasking in scenarios where falls can occur. Therefore, the purpose of the study was to determine the impacts of a challenging motor dual-task, specifically obstacle avoidance during walking, on trunk and lower-body kinematics and kinetics of older adults compared to young adults. The study captured three-dimensional kinematic and kinetic data from 12 young adults and 10 older adults as they walked on a treadmill and stepped over an obstacle with both legs. The study analyzed trunk, hip, knee, and ankle angles and torques. Trunk torque was further broken down to trunk muscle torque, gravitational torque, and inertia torque. A linear mixed effects model was used to investigate the difference in each variable between the two groups. Older adults exhibited significantly increased trunk flexion angle and trunk extension muscle torque compared to young adults, with the trunk being the only segment/joint showing differences in both kinematics and kinetics. Trunk torque breakdown analysis revealed that larger trunk flexion led to a larger gravitational torque, which contributed to an increased compensatory trunk muscle torque. Moreover, older adults' less controlled trunk flexion during weight shifting from trail leg to the lead leg, necessitated a compensatory trunk deceleration during trail leg obstacle avoidance which was achieved by generating additional increase in trunk muscle torque. The study demonstrated that motor dual-tasking has the most negative effects on trunk control in older adults compared to young adults. This exposes older adults to a higher fall risk. Therefore, future work should focus on supporting trunk control during daily multi-tasking conditions where falls can occur.
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Affiliation(s)
| | - Masood Nevisipour
- School of Manufacturing Systems and Networks, Arizona State University, Mesa, AZ, USA
| | - Thomas Sugar
- School of Manufacturing Systems and Networks, Arizona State University, Mesa, AZ, USA
| | - Hyunglae Lee
- School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA.
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Zreibe K, Kanner CH, Uher D, Beard G, Patterson M, Harris M, Doerger J, Calamia S, Chung WK, Montes J. Characterizing ambulatory function in children with PPP2R5D-related neurodevelopmental disorder. Gait Posture 2024; 110:77-83. [PMID: 38547676 PMCID: PMC11056288 DOI: 10.1016/j.gaitpost.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 01/29/2024] [Accepted: 03/22/2024] [Indexed: 04/14/2024]
Abstract
BACKGROUND Individuals with PPP2R5D-related neurodevelopmental disorder have an atypical gait pattern characterized by ataxia and incoordination. Structured, quantitative assessments are needed to further understand the impact of these impairments on function. RESEARCH QUESTION How do gait parameters and ambulatory function of individuals with PPP2R5D-related neurodevelopmental disorder compare to age and sex matched healthy norms? METHODS Twenty-six individuals with PPP2R5D pathogenic genetic variants participated in this observational, single visit study. Participants completed at least one of the following gait assessments: quantitative gait analysis at three different speeds (preferred pace walking (PPW), fast paced walking (FPW) and running, six-minute walk test (6MWT), 10-meter walk run (10MWR), and timed up and go (TUG). Descriptive statistics were used to summarize gait variables. Percent of predicted values were calculated using published norms. Paired t-tests and regression analyses were used to compare gait variables. RESULTS The median age of the participants was 8 years (range 4-27) and eighteen (69.2 %) were female. Individuals with PPP2R5D-related neurodevelopmental disorder walked slower and with a wider base of support than predicted for their age and sex. Stride velocity ranged from 48.9 % to 70.1 % and stride distance from 58.5 % to 81.9 % of predicted during PPW. Percent of predicted distance walked on the 6MWT ranged from 30.6 % to 71.1 % representing varied walking impairment. Increases in stride distance, not cadence, were associated with changes in stride velocity in FPW (R2 = 0.675, p =< 0.001) and running conditions (R2 = 0.918, p =< 0.001). SIGNIFICANCE We quantitatively assessed the abnormal gait in individuals with PPP2R5D-related neurodevelopmental disorder. These impairments may affect ability to adapt to environmental changes and participation in daily life. Rehabilitative interventions targeting gait speed and balance may improve function and safety for individuals with PPP2R5D-related neurodevelopmental disorder.
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Affiliation(s)
- Kyle Zreibe
- Department of Rehabilitation, UHealth-Jackson Holtz Children's Hospital, Miami, FL, USA; Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA.
| | - Cara H Kanner
- Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - David Uher
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, USA
| | - Gabriella Beard
- Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Madison Patterson
- Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Matthew Harris
- Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Jerome Doerger
- Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA
| | - Sean Calamia
- Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA
| | - Wendy K Chung
- Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA USA
| | - Jacqueline Montes
- Department of Rehabilitation & Regenerative Medicine, Columbia University Irving Medical Center, New York, NY, USA
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Akiyama Y, Nishizaki A, Okamoto S, Yamada Y. Effect of forward moment on recovery motion against tripping. PLoS One 2024; 19:e0298045. [PMID: 38354130 PMCID: PMC10866475 DOI: 10.1371/journal.pone.0298045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 01/17/2024] [Indexed: 02/16/2024] Open
Abstract
Investigating the fall recovery motion mechanism is crucial to prevent fall injuries. Among the various parameters of motion and posture, the forward moment can be considered the representative parameter of the magnitude of tripping from a kinematic perspective. The effect of increasing the forward moment on the recovery motion after tripping was investigated in this study. A tripping experiment was performed on a treadmill, and the recovery motion was observed. The forward moment was artificially increased using several approaches, such as pulling the torso, increasing gait speed, and increasing body mass. Factor analysis was performed to establish the relationship between the recovery motion parameters and forward moment. The distribution of the factor scores implied the uniqueness of the recovery motion of the pull condition. Although the forward moment temporarily increased, it was compensated quickly. The other conditions and factors indicated qualitative similarity of the recovery motion among the different conditions. This study demonstrates that the recovery motion after tripping is robust against an increase in forward moment, regardless of the method used to increase the forward moment. The investigation of reaction motion pattern enables validation of the recovery motion and falling posture estimation. Such fall simulations will facilitate the development of a method of fall prevention and mitigation.
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Affiliation(s)
| | | | | | - Yoji Yamada
- National Institute of Technology, Toyota College, Toyota, Aichi, Japan
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Avalos MA, Rosenblatt NJ. Can minimum toe clearance predict community-based trips by older adults? Gait Posture 2024; 107:189-193. [PMID: 37852886 PMCID: PMC10842081 DOI: 10.1016/j.gaitpost.2023.09.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 09/20/2023] [Accepted: 09/28/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Tripping is the leading cause of falls by older adults. While tripping theoretically occurs when minimum toe clearance (MTC) is insufficient to avoid an unseen obstacle, the relationship between MTC and community-based trips is unknown. RESEARCH QUESTION To what extent do MTC and its variability predict the number of community-based trips during gait by older adults? METHOD 51 older adults with normal or obese body mass index walked across an 8 m walkway. For each step, we identified MTC as the local minimum of the vertical trajectory of a toe marker during the swing phase. We calculated the across-steps mean, median, interquartile range, and standard deviation for MTC, and skewness and kurtosis of the distribution of all MTC values for an individual. Every two weeks for one year, participants reported on community-based trips. A series of negative binomial regressions were used to predict the number of trips over obstacles (with or without a fall) based on MTC measures. RESULTS 28 participants experienced at least one trip, with 14 experiencing two or more. In the absence of any covariates, only kurtosis and skewness significantly predicted the incidence rate of trips. However, neither remained significant after accounting for fall history. The model that included kurtosis and fall history predicted trips better than one with fall history alone, with the incidence rate of trips decreasing by 35% for every unit increase in kurtosis (incidence rate ratio of 0.64 with 95% confidence interval: 0.38 - 1.08; p = 0.09) SIGNIFICANCE: While MTC has the potential to provide insight into older adults more likely to trip over obstacles in the community, assessing MTC during level-ground walking within a lab environment may lack ecological validity to strongly describe the risk of community-based trips above and beyond fall history.
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Affiliation(s)
- Marco A Avalos
- Dr. William M. Scholl Colleg of Podiatric Medicine's Center for Lower Extremity Ambulatory Research (CLEAR), Rosalind Franklin Univerisity of Medicine and Science, 3333 Greenbay Road, North Chicago, IL 60604, USA.
| | - Noah J Rosenblatt
- Dr. William M. Scholl Colleg of Podiatric Medicine's Center for Lower Extremity Ambulatory Research (CLEAR), Rosalind Franklin Univerisity of Medicine and Science, 3333 Greenbay Road, North Chicago, IL 60604, USA.
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Wang S, Nguyen TK, Bhatt T. Trip-Related Fall Risk Prediction Based on Gait Pattern in Healthy Older Adults: A Machine-Learning Approach. SENSORS (BASEL, SWITZERLAND) 2023; 23:5536. [PMID: 37420703 DOI: 10.3390/s23125536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 06/09/2023] [Accepted: 06/11/2023] [Indexed: 07/09/2023]
Abstract
Trip perturbations are proposed to be a leading cause of falls in older adults. To prevent trip-falls, trip-related fall risk should be assessed and subsequent task-specific interventions improving recovery skills from forward balance loss should be provided to the individuals at risk of trip-fall. Therefore, this study aimed to develop trip-related fall risk prediction models from one's regular gait pattern using machine-learning approaches. A total of 298 older adults (≥60 years) who experienced a novel obstacle-induced trip perturbation in the laboratory were included in this study. Their trip outcomes were classified into three classes: no-falls (n = 192), falls with lowering strategy (L-fall, n = 84), and falls with elevating strategy (E-fall, n = 22). A total of 40 gait characteristics, which could potentially affect trip outcomes, were calculated in the regular walking trial before the trip trial. The top 50% of features (n = 20) were selected to train the prediction models using a relief-based feature selection algorithm, and an ensemble classification model was selected and trained with different numbers of features (1-20). A ten-times five-fold stratified method was utilized for cross-validation. Our results suggested that the trained models with different feature numbers showed an overall accuracy between 67% and 89% at the default cutoff and between 70% and 94% at the optimal cutoff. The prediction accuracy roughly increased along with the number of features. Among all the models, the one with 17 features could be considered the best model with the highest AUC of 0.96, and the model with 8 features could be considered the optimal model, which had a comparable AUC of 0.93 and fewer features. This study revealed that gait characteristics in regular walking could accurately predict the trip-related fall risk for healthy older adults, and the developed models could be a helpful assessment tool to identify the individuals at risk of trip-falls.
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Affiliation(s)
- Shuaijie Wang
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Tuan Khang Nguyen
- Department of Computer Science, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, USA
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Williams D, Martin AE. Predicting fall risk using multiple mechanics-based metrics for a planar biped model. PLoS One 2023; 18:e0283466. [PMID: 36972264 PMCID: PMC10042378 DOI: 10.1371/journal.pone.0283466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 03/09/2023] [Indexed: 03/29/2023] Open
Abstract
For both humans and robots, falls are undesirable, motivating the development of fall prediction models. Many mechanics-based fall risk metrics have been proposed and validated to varying degrees, including the extrapolated center of mass, the foot rotation index, Lyapunov exponents, joint and spatiotemporal variability, and mean spatiotemporal parameters. To obtain a best-case estimate of how well these metrics can predict fall risk both individually and in combination, this work used a planar six-link hip-knee-ankle biped model with curved feet walking at speeds ranging from 0.8 m/s to 1.2 m/s. The true number of steps to fall was determined using the mean first passage times from a Markov chain describing the gaits. In addition, each metric was estimated using the Markov chain of the gait. Because calculating the fall risk metrics from the Markov chain had not been done before, the results were validated using brute force simulations. Except for the short-term Lyapunov exponents, the Markov chains could accurately calculate the metrics. Using the Markov chain data, quadratic fall prediction models were created and evaluated. The models were further evaluated using differing length brute force simulations. None of the 49 tested fall risk metrics could accurately predict the number of steps to fall by themselves. However, when all the fall risk metrics except the Lyapunov exponents were combined into a single model, the accuracy increased substantially. These results suggest that multiple fall risk metrics must be combined to obtain a useful measure of stability. As expected, as the number of steps used to calculate the fall risk metrics increased, the accuracy and precision increased. This led to a corresponding increase in the accuracy and precision of the combined fall risk model. 300 step simulations seemed to provide the best tradeoff between accuracy and using as few steps as possible.
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Affiliation(s)
- Daniel Williams
- Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA, United States of America
| | - Anne E Martin
- Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA, United States of America
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Wang S, Bhatt T. Kinematic Measures for Recovery Strategy Identification following an Obstacle-Induced Trip in Gait. J Mot Behav 2023; 55:193-201. [PMID: 36603841 DOI: 10.1080/00222895.2022.2146043] [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: 01/07/2023]
Abstract
This study aimed to identify the kinematic measures determining balance outcome following an over-ground trip perturbation. 117 healthy older adults who experienced laboratory-induced trips were divided into loss of balance (LOB) and no LOB groups. The LOB group contained 27 fallers and 34 non-fallers, and the no LOB group contained 21 participants using cross-over strategy and 35 participants using obstacle-hit strategy. A 2-class hierarchical regression model for balance loss showed that margin of stabilty could determine the balance outcomes (LOB or not) with an overall accuracy of 92.7%. The 4-class model for recovery strategies showed that the combination of margin of stability, trunk angle, and COM velocity could determine 81.9% of strategies. Our findings would enhance intervention development for populations at risk of trip-induced falls.
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Affiliation(s)
- Shuaijie Wang
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois, USA
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Zeng X, Báruson HSL, Sundvall A. Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly. SENSORS (BASEL, SWITZERLAND) 2022; 22:9901. [PMID: 36560270 PMCID: PMC9784666 DOI: 10.3390/s22249901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 12/08/2022] [Accepted: 12/09/2022] [Indexed: 06/17/2023]
Abstract
We studied the use of a millimeter-wave frequency-modulated continuous wave radar for gait analysis in a real-life environment, with a focus on the measurement of the step time. A method was developed for the successful extraction of gait patterns for different test cases. The quantitative investigation carried out in a lab corridor showed the excellent reliability of the proposed method for the step time measurement, with an average accuracy of 96%. In addition, a comparison test between the millimeter-wave radar and a continuous-wave radar working at 2.45 GHz was performed, and the results suggest that the millimeter-wave radar is more capable of capturing instantaneous gait features, which enables the timely detection of small gait changes appearing at the early stage of cognitive disorders.
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Rathore R, Tucker CA, Jeka JJ, Wright WG, Hurt CP. Effect of Increasing Obstacle Distances Task on Postural Stability Variables During Gait Initiation in Older Nonfallers and Fallers. Arch Phys Med Rehabil 2022; 103:2303-2310. [PMID: 35550139 DOI: 10.1016/j.apmr.2022.04.006] [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: 10/06/2021] [Revised: 04/07/2022] [Accepted: 04/11/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To compare the scaling of the postural stability variables between older nonfallers and fallers during gait initiation (GI) while stepping over increasing obstacle distances. DESIGN Cross-sectional study. SETTING University research laboratory. PARTICIPANTS A sample of participants (N=24) divided into 2 groups: older nonfallers (n=12) and older fallers (n=12). Participants had no known neurologic, musculoskeletal, or cardiovascular conditions that could have affected their walking, and all were independent walkers. All the participants had an adequate cognitive function to participate as indicated by a score of more than 24 on the Mini-Mental State Examination. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES The primary dependent variables were peak anterior-posterior (AP) center of mass (CoM)-center of pressure (CoP) separation during anticipatory postural adjustments (APAs), AP CoM-CoP separation at the toe-off, and peak AP CoM-CoP separation during the swing. Secondary dependent variables were AP trunk angle during GI. Within- and between-repeated measures analysis of variance was used to compare means between groups across different task conditions for all the dependent variables. RESULTS There was a main effect of group for peak AP CoM-CoP separation during APA (P=.018), an interaction effect between group and condition for AP CoM-CoP separation at toe-off (P=.009), and a main effect of condition for peak AP CoM-CoP separation during the swing (P<.001). We also found a main effect of group for peak AP trunk angle during the swing (P=.028). CONCLUSIONS For GI while stepping over increasing obstacle distances, older fallers adopt a more conservative strategy of AP CoM-CoP separation than nonfallers prior to toe-off and demonstrate increased peak AP trunk lean during the swing. AP CoM-CoP separation prior to toe-off during the GI task may be a critical marker to identify fallers and warrants additional investigation.
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Affiliation(s)
- Roshita Rathore
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama; Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, Alabama; Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, Pennsylvania.
| | - Carole A Tucker
- School of Health Professions, University of Texas Medical Branch, Galveston, Texas
| | - John J Jeka
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware
| | - W Geoffrey Wright
- Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, Pennsylvania
| | - Christopher P Hurt
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, Alabama
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13
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Luo Y, Lu X, Grimaldi NS, Ahrentzen S, Hu B. Salient Targets and Fear of Falling Changed the Gait Pattern and Joint Kinematic of Older Adults. SENSORS (BASEL, SWITZERLAND) 2022; 22:9352. [PMID: 36502056 PMCID: PMC9740332 DOI: 10.3390/s22239352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/22/2022] [Accepted: 11/24/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Fear of falling and environmental barriers in the home are two major factors that cause the incidence of falling. Poor visibility at night is one of the key environmental barriers that contribute to falls among older adult residents. Ensuring their visual perception of the surroundings, therefore, becomes vital to prevent falling injuries. However, there are limited works in the literature investigating the impact of the visibility of the target on older adults' walking destinations and how that impact differs across them with different levels of fear of falling. OBJECTIVE The purpose of the study was to examine the effects of target salience on older adults' walking performance and investigate whether older adults with varying levels of fear of falling behave differently. METHODS The salient target was constructed with LED strips around the destination of walking. Fifteen older adults (aged 75 years old and above), seven with low fear of falling and eight with high fear of falling, volunteered for the study. Participants walked from the designated origin (i.e., near their beds) to the destination (i.e., near the bathroom entrance), with the target turned on or off around the destination of the walking trials. Spatiotemporal gait variables and lower-body kinematics were recorded by inertial sensors and compared by using analysis of variance methods. RESULTS Data from inertial sensors showed that a more salient target at the destination increased older adults' gait speed and improved their walking stability. These changes were accompanied by less hip flexion at heel strikes and toe offs during walking. In addition, older adults with low fear of falling showed more substantial lower-body posture adjustments with the salient target presented in the environment. CONCLUSIONS Older adults with a low fear of falling can potentially benefit from a more salient target at their walking destination, whereas those with a high fear of falling were advised to implement a more straightforward falling intervention in their living areas.
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Affiliation(s)
- Yue Luo
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA
| | - Xiaojie Lu
- Shimberg Center for Housing Studies, University of Florida, Gainesville, FL 32611, USA
- Microelectronics Thrust, Function Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, China
| | - Nicolas S. Grimaldi
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA
| | - Sherry Ahrentzen
- Shimberg Center for Housing Studies, University of Florida, Gainesville, FL 32611, USA
| | - Boyi Hu
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL 32611, USA
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Eveld ME, King ST, Zelik KE, Goldfarb M. Factors leading to falls in transfemoral prosthesis users: a case series of sound-side stumble recovery responses. J Neuroeng Rehabil 2022; 19:101. [PMID: 36151561 PMCID: PMC9502957 DOI: 10.1186/s12984-022-01070-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 08/09/2022] [Indexed: 11/30/2022] Open
Abstract
Background Transfemoral prosthesis users’ high fall rate is related to increased injury risk, medical costs, and fear of falling. Better understanding how stumble conditions (e.g., participant age, prosthesis type, side tripped, and swing phase of perturbation) affect transfemoral prosthesis users could provide insight into response deficiencies and inform fall prevention interventions. Methods Six unilateral transfemoral prosthesis users experienced obstacle perturbations to their sound limb in early, mid, and late swing phase. Fall outcome, recovery strategy, and kinematics of each response were recorded to characterize (1) recoveries versus falls for transfemoral prosthesis users and (2) prosthesis user recoveries versus healthy adult recoveries. Results Out of 26 stumbles, 15 resulted in falls with five of six transfemoral prosthesis users falling at least once. By contrast, in a previously published study of seven healthy adults comprising 214 stumbles using the same experimental apparatus, no participants fell. The two oldest prosthesis users fell after every stumble, stumbles in mid swing resulted in the most falls, and prosthesis type was not related to strategy/fall outcomes. Prosthesis users who recovered used the elevating strategy in early swing, lowering strategy in late swing, and elevating or lowering/delayed lowering with hopping in mid swing, but exhibited increased contralateral (prosthetic-side) thigh abduction and trunk flexion relative to healthy controls. Falls occurred if the tripped (sound) limb did not reach ample thigh/knee flexion to sufficiently clear the obstacle in the elevating step, or if the prosthetic limb did not facilitate a successful step response after the initial sound-side elevating or lowering step. Such responses generally led to smaller step lengths, less anterior foot positioning, and more forward trunk flexion/flexion velocity in the resulting foot-strikes. Conclusions Introducing training (e.g., muscle strength or task-specific motor skill) and/or modifying assistive devices (e.g., lower-limb prostheses or exoskeletons) may improve responses for transfemoral prosthesis users. Specifically, training or exoskeleton assistance could help facilitate sufficient thigh/knee flexion for elevating; training or prosthesis assistance could provide support-limb counteracting torques to aid in elevating; and training or prosthesis assistance could help initiate and safely complete prosthetic swing. Supplementary Information The online version contains supplementary material available at 10.1186/s12984-022-01070-y.
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Affiliation(s)
- Maura E Eveld
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA.
| | - Shane T King
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Karl E Zelik
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA.,Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.,Department of Physical Medicine and Rehabilitation, Vanderbilt University, Nashville, TN, USA
| | - Michael Goldfarb
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA.,Department of Physical Medicine and Rehabilitation, Vanderbilt University, Nashville, TN, USA.,Department of Electrical Engineering, Vanderbilt University, Nashville, TN, USA
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15
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Sasaki K, Ooi T, Yokota A, Azuma T, Asano K, Yadai G. The effects of cognitive tasks on the frequency of non-MTC gait cycle during walking in healthy older and young adults. J Phys Ther Sci 2022; 34:497-502. [PMID: 35784603 PMCID: PMC9246408 DOI: 10.1589/jpts.34.497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 04/05/2022] [Indexed: 11/24/2022] Open
Abstract
[Purpose] To investigate the effects of cognitive tasks on the non-minimum toe clearance
gait cycles (nMTC) frequency during walking in healthy older and young adults.
[Participants and Methods] This study included 20 healthy older and 20 young adults. The
participants performed 3 min preferred-speed walking under a single-task and three
dual-tasks (DTs) consisting of verbal, subtraction, and recall tasks. We determined the
nMTC, which could not detect a trough in the toe trajectory during the swing phase. We
evaluated the nMTC frequency (the cases of nMTC / total gait cycles) and compared them
among the tasks and between groups. [Results] The results of the two-way analysis of
variance revealed that there were no differences among the tasks, while the nMTC frequency
in the older group was higher than that in the young group. The DT cost (DTc), which was
used as an indicator of cognitive-motor interference (CMI), was higher in the subtraction
and recall tasks in the older group than those in the young group. [Conclusion] This study
showed that adding a cognitive task while walking increased in the nMTC frequency in older
adults. These results suggest that the nMTC frequency under DT would reflect the increased
CMI in healthy older adults.
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Affiliation(s)
- Kentaro Sasaki
- Graduate School of Health Sciences, Kinjo University: 1200 Kasama, Hakusan city, Ishikawa 924-8511, Japan
| | - Takafumi Ooi
- Department of Medical Technology Rehabilitation Center, Kaga Medical Center, Japan
| | - Ayako Yokota
- Department of Physical Therapy, Kinjo University, Japan
| | - Toshiki Azuma
- Department of Rehabilitation, Yawata Medical Center, Japan
| | - Keisuke Asano
- Department of Physical Therapy, Keiju Kanazawa Hospital, Japan
| | - Go Yadai
- Department of Rehabilitation, Toyama University Hospital, Japan
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16
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McCrum C, Vaes AW, Delbressine JM, Koopman M, Liu WY, Willems P, Meijer K, Spruit MA. A pilot study on the feasibility and effectiveness of treadmill-based perturbations for assessing and improving walking stability in chronic obstructive pulmonary disease. Clin Biomech (Bristol, Avon) 2022; 91:105538. [PMID: 34823220 DOI: 10.1016/j.clinbiomech.2021.105538] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 10/22/2021] [Accepted: 11/17/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Falls risk is elevated in chronic obstructive pulmonary disease (COPD). However, there is a lack of evidence regarding the contributing factors. Here, we examined the feasibility of, and initial responses to, large walking perturbations in COPD, as well as the adaptation potential of people with COPD to repeated walking perturbations that might indicate potential for perturbation-based balance training in COPD. METHODS 12 participants with COPD undergoing inpatient pulmonary rehabilitation and 12 age-gender-matched healthy control participants walked on an instrumented treadmill and experienced repeated treadmill-belt acceleration perturbations (leading to a forward balance loss). Three-dimensional motion capture was used to quantify the stability of participants body position during perturbed walking. Feasibility, stability following the initial perturbations and adaptation to repeated perturbations were assessed. FINDINGS Using perturbations in this manner was feasible in this population (no harness assists and participants completed the minimum number of perturbations). No clear, specific deficit in reactive walking stability in COPD was found (no significant effects of participant group on stability or recovery step outcomes). There were mixed results for the adaptability outcomes which overall indicated some adaptability to repeated perturbations, but not to the same extent as the healthy control participants. INTERPRETATION Treadmill-based perturbations during walking are feasible in COPD. COPD does not appear to result in significant deficits in stability following sudden perturbations and patients do demonstrate some adaptability to repeated perturbations. Perturbation-based balance training may be considered for fall prevention in research and practice in people with COPD.
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Affiliation(s)
- Christopher McCrum
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands.
| | - Anouk W Vaes
- Research and Development, CIRO, Horn, the Netherlands
| | | | - Maud Koopman
- Research and Development, CIRO, Horn, the Netherlands; Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Wai-Yan Liu
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands; Research and Development, CIRO, Horn, the Netherlands; Department of Orthopaedic Surgery, Máxima Medical Center, Eindhoven, the Netherlands; Department of Orthopaedic Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | - Paul Willems
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Kenneth Meijer
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands
| | - Martijn A Spruit
- Research and Development, CIRO, Horn, the Netherlands; Department of Respiratory Medicine, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, the Netherlands
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17
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Argañarás JG, Wong YT, Begg R, Karmakar NC. State-of-the-Art Wearable Sensors and Possibilities for Radar in Fall Prevention. SENSORS (BASEL, SWITZERLAND) 2021; 21:6836. [PMID: 34696046 PMCID: PMC8539234 DOI: 10.3390/s21206836] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/11/2021] [Accepted: 10/11/2021] [Indexed: 11/25/2022]
Abstract
Radar technology is constantly evolving, and new applications are arising, particularly for the millimeter wave bands. A novel application for radar is gait monitoring for fall prevention, which may play a key role in maintaining the quality of life of people as they age. Alarming statistics indicate that one in three adults aged 65 years or older will experience a fall every year. A review of the sensors used for gait analysis and their applications to technology-based fall prevention interventions was conducted, focusing on wearable devices and radar technology. Knowledge gaps were identified, such as wearable radar development, application specific signal processing and the use of machine learning algorithms for classification and risk assessment. Fall prevention through gait monitoring in the natural environment presents significant opportunities for further research. Wearable radar could be useful for measuring gait parameters and performing fall risk-assessment using statistical methods, and could also be used to monitor obstacles in real-time.
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Affiliation(s)
- José Gabriel Argañarás
- Electric and Computer Systems Engineering Department, Monash University, Clayton, VIC 3800, Australia; (Y.T.W.); (N.C.K.)
| | - Yan Tat Wong
- Electric and Computer Systems Engineering Department, Monash University, Clayton, VIC 3800, Australia; (Y.T.W.); (N.C.K.)
- Physiology Department, Monash University, Clayton, VIC 3168, Australia
| | - Rezaul Begg
- Institute for Health & Sport, Victoria University, Melbourne, VIC 3032, Australia;
| | - Nemai Chandra Karmakar
- Electric and Computer Systems Engineering Department, Monash University, Clayton, VIC 3800, Australia; (Y.T.W.); (N.C.K.)
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18
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Discriminative Mobility Characteristics between Neurotypical Young, Middle-Aged, and Older Adults Using Wireless Inertial Sensors. SENSORS 2021; 21:s21196644. [PMID: 34640963 PMCID: PMC8512820 DOI: 10.3390/s21196644] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 09/27/2021] [Accepted: 10/03/2021] [Indexed: 11/23/2022]
Abstract
Age-related mobility research often highlights significant mobility differences comparing neurotypical young and older adults, while neglecting to report mobility outcomes for middle-aged adults. Moreover, these analyses regularly do not determine which measures of mobility can discriminate groups into their age brackets. Thus, the current study aimed to provide a comprehensive analysis for commonly performed aspects of mobility (walking, turning, sit-to-stand, and balance) to determine which variables were significantly different and furthermore, able to discriminate between neurotypical young adults (YAs), middle-aged adults (MAAs), and older adults (OAs). This study recruited 20 YAs, 20 MAAs, and 20 OAs. Participants came into the laboratory and completed mobility testing while wearing wireless inertial sensors. Mobility tests assessed included three distinct two-minute walks, 360° turns, five times sit-to-stands, and a clinical balance test, capturing 99 distinct mobility metrics. Of the various mobility tests assessed, only 360° turning measures demonstrated significance between YAs and MAAs, although the capacity to discriminate between groups was achieved for gait and turning measures. A variety of mobility measures demonstrated significance between MAAs and OAs, and furthermore discrimination was achieved for each mobility test. These results indicate greater mobility differences between MAAs and OAs, although discrimination is achievable for both group comparisons.
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19
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Eveld ME, King ST, Vailati LG, Zelik KE, Goldfarb M. On the Basis for Stumble Recovery Strategy Selection in Healthy Adults. J Biomech Eng 2021; 143:071003. [PMID: 33590838 PMCID: PMC8086400 DOI: 10.1115/1.4050171] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 02/02/2021] [Indexed: 11/08/2022]
Abstract
Healthy adults employ one of three primary strategies to recover from stumble perturbations-elevating, lowering, or delayed lowering. The basis upon which each recovery strategy is selected is not known. Though strategy selection is often associated with swing percentage at which the perturbation occurs, swing percentage does not fully predict strategy selection; it is not a physical quantity; and it is not strictly a real-time measurement. The objective of this work is to better describe the basis of strategy selection in healthy individuals during stumble events, and in particular to identify a set of real-time measurable, physical quantities that better predict stumble recovery strategy selection, relative to swing percentage. To do this, data from a prior seven-participant stumble experiment were reanalyzed. A set of biomechanical measurements at/after the perturbation were taken and considered in a two-stage classification structure to find the set of measurements (i.e., features) that best explained the strategy selection process. For Stage 1 (decision between initially elevating or lowering of the leg), the proposed model correctly predicted 99.0% of the strategies used, compared to 93.6% with swing percentage. For Stage 2 (decision between elevating or delayed lowering of the leg), the model correctly predicted 94.0% of the strategies used, compared to 85.6% with swing percentage. This model uses dynamic factors of the human body to predict strategy with substantially improved accuracy relative to swing percentage, giving potential insight into human physiology as well as potentially better informing the design of fall-prevention interventions.
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Affiliation(s)
- Maura E. Eveld
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Shane T. King
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235
| | - Leo G. Vailati
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235
| | - Karl E. Zelik
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235; Department of Physical Medicine and Rehabilitation, Vanderbilt University, Nashville, TN 37235
| | - Michael Goldfarb
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37235; Department of Physical Medicine and Rehabilitation, Vanderbilt University, Nashville, TN 37235; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37235
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20
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Luo Y, Lu X, Ahrentzen S, Hu B. Impact of destination-based visual cues on gait characteristics among adults over 75 years old: A pilot study. Gait Posture 2021; 87:110-116. [PMID: 33906089 DOI: 10.1016/j.gaitpost.2021.04.030] [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: 11/28/2020] [Revised: 04/13/2021] [Accepted: 04/16/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Visual information is a contributing factor affecting human gait and balance, especially in low lit environments. To mitigate the adverse effects of poor lighting conditions and help older adults perceive their positions in a community-dwelling setting, destination-based visual perceptual cues were designed as a specific lighting intervention and the effectiveness of the lighting intervention was tested in this study. RESEARCH QUESTIONS 1) Does the designed lighting intervention improve older adults' walking performance? 2) Does the designed lighting intervention change older adults' walking strategy? METHODS Fifteen community-dwelling older adults (165.5 ± 9.3 cm, 6 males, 9 females) were recruited. Participants were instructed to walk from their bed to the bathroom repeatedly in two lighting conditions, their usual nightlight condition and a novel LED strip lighting condition. Human motion patterns, including walking performance, lower-limb kinematics, and trunk motions, were recorded and analyzed. To investigate the effect of visual cues on walking behaviors, one-way analysis of variance (ANOVA) were performed with lighting conditions as the within-subject factor. RESULTS Destination-based visual perceptual cues induced less walking time among adults over 75 years old, compared to the usual nightlight condition. The decrease in walking time was accompanied by changes in other walking behaviors, including decreased hip flexion, increased ankle flexion, larger trunk planar acceleration RMS, and smoother trunk log dimensionless jerk. SIGNIFICANCE This study demonstrated the effectiveness of the designed lighting intervention upon the changes in older adults' walking performance and strategies. With the help of destination-based visual perceptual cues, the older adults spent a shorter period of time walking to their destination (i.e., walking faster), with an improvement in their walking strategies, such as mitigated lower-body biomechanical plasticity and smoother trunk movement.
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Affiliation(s)
- Yue Luo
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA
| | - Xiaojie Lu
- Shimberg Center for Housing Studies, University of Florida, Gainesville, FL, USA
| | - Sherry Ahrentzen
- Shimberg Center for Housing Studies, University of Florida, Gainesville, FL, USA
| | - Boyi Hu
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA.
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21
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Cortes CAT, Chen HT, Sturnieks DL, Garcia J, Lord SR, Lin CT. Evaluating Balance Recovery Techniques for Users Wearing Head-Mounted Display in VR. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2021; 27:204-215. [PMID: 31295114 DOI: 10.1109/tvcg.2019.2927477] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Room-scale 3D position tracking enables users to explore a virtual environment by physically walking, which improves comfort and the level of immersion. However, when users walk with their eyesight blocked by a head-mounted display, they may unexpectedly lose their balance and fall if they bump into real-world obstacles or unintentionally shift their center of mass outside the margin of stability. This paper evaluates balance recovery methods and intervention timing during the use of VR with the assumption that the onset of a fall is given. Our experiment followed the tether-release protocol during clinical research and induced a fall while a subject was engaged in a secondary 3D object selection task. The experiment employed a two-by-two design that evaluated two assistive techniques, i.e., video-see-through and auditory warning at two different timings, i.e., at fall onset and 500ms prior to fall onset. The data from 17 subjects showed that video-see-through triggered 500 ms before the onset of fall can effectively help users recover from falls. Surprisingly, video-see-through at fall onset has a significant negative impact on balance recovery and produces similar results to those of the baseline condition (no intervention).
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22
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Er JK, Donnelly CJW, Wee SK, Ang WT. Fall inducing movable platform (FIMP) for overground trips and slips. J Neuroeng Rehabil 2020; 17:161. [PMID: 33272286 PMCID: PMC7713354 DOI: 10.1186/s12984-020-00785-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 11/11/2020] [Indexed: 11/10/2022] Open
Abstract
Background The study of falls and fall prevention/intervention devices requires the recording of true falls incidence. However, true falls are rare, random, and difficult to collect in real world settings. A system capable of producing falls in an ecologically valid manner will be very helpful in collecting the data necessary to advance our understanding of the neuro and musculoskeletal mechanisms underpinning real-world falls events. Methods A fall inducing movable platform (FIMP) was designed to arrest or accelerate a subject’s ankle to induce a trip or slip. The ankle was arrested posteriorly with an electromagnetic brake and accelerated anteriorly with a motor. A power spring was connected in series between the ankle and the brake/motor to allow freedom of movement (system transparency) when a fall is not being induced. A gait phase detection algorithm was also created to enable precise activation of the fall inducing mechanisms. Statistical Parametric Mapping (SPM1D) and one-way repeated measure ANOVA were used to evaluate the ability of the FIMP to induce a trip or slip. Results During FIMP induced trips, the brake activates at the terminal swing or mid swing gait phase to induce the lowering or skipping strategies, respectively. For the lowering strategy, the characteristic leg lowering and subsequent contralateral leg swing was seen in all subjects. Likewise, for the skipping strategy, all subjects skipped forward on the perturbed leg. Slip was induced by FIMP by using a motor to impart unwanted forward acceleration to the ankle with the help of friction-reducing ground sliding sheets. Joint stiffening was observed during the slips, and subjects universally adopted the surfing strategy after the initial slip. Conclusion The results indicate that FIMP can induce ecologically valid falls under controlled laboratory conditions. The use of SPM1D in conjunction with FIMP allows for the time varying statistical quantification of trip and slip reactive kinematics events. With future research, fall recovery anomalies in subjects can now also be systematically evaluated through the assessment of other neuromuscular variables such as joint forces, muscle activation and muscle forces.
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Affiliation(s)
- Jie Kai Er
- Nanyang Technological University, Rehabilitation Research Institute of Singapore, 11 Mandalay Road, #14-03, 308232, Singapore, Singapore.
| | - Cyril John William Donnelly
- Nanyang Technological University, Rehabilitation Research Institute of Singapore, 11 Mandalay Road, #14-03, 308232, Singapore, Singapore
| | - Seng Kwee Wee
- Tan Tock Seng Hospital, Centre for Advanced Rehabilitation Therapeutics, 11 Jalan Tan Tock Seng, 308433, Singapore, Singapore
| | - Wei Tech Ang
- Nanyang Technological University, Rehabilitation Research Institute of Singapore, 11 Mandalay Road, #14-03, 308232, Singapore, Singapore
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23
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Peng HT, Lin CH, Kuo YC, Song CY. Effects of Arch Support Insoles on Single- and Dual-Task Gait Performance Among Community-Dwelling Older Adults. Clin Interv Aging 2020; 15:1325-1332. [PMID: 32848373 PMCID: PMC7428319 DOI: 10.2147/cia.s254474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 07/12/2020] [Indexed: 11/23/2022] Open
Abstract
Purpose To explore the immediate and prolonged effects of arch support insoles on single- and dual-task gait performance among community-dwelling older adults. Methods Twenty women performed single- and dual-task walking for 10 m at self-selected comfortable and fast paces while performing serial subtractions (cognitive interference) or carrying a tray (motor interference). Spatiotemporal gait parameters were measured and compared with measurements without arch support immediately after the insertion of the insoles and at 1-week follow-up. Results Some effects were noted, with small-to-medium effect sizes. During comfortable-paced single-task walking, stride length and walk ratio (step length/cadence) increased after arch support use. During comfortable-paced motor dual-task walking, arch support use increased cadence, stride length, and speed and decreased dual-task costs (DTCs) on cadence and speed. During fast-paced motor dual-task walking, cadence increased and the DTC on cadence decreased after arch support use at the 1-week follow-up. During comfortable-paced cognitive dual-task walking, cadence increased and the walk ratio decreased following arch support use. At the 1-week follow-up, DTCs on cadence reduced, but those on stride length and speed increased. During fast-paced cognitive dual-task walking, the speed and stride length demonstrated immediate decreases followed by increases at the 1-week follow-up. Conclusion The study results indicate that the use of arch support improves single- and motor dual-task gait performance, which may contribute to gait and balance training in older adults.
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Affiliation(s)
- Hsien-Te Peng
- Department of Physical Education, Chinese Culture University, Taipei, Taiwan
| | - Chueh-Ho Lin
- Master Program in Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan.,Center for Nursing and Healthcare Research in Clinical Practice Application, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yu-Chi Kuo
- Department of Exercise and Health Science, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Chen-Yi Song
- Department of Long-Term Care, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
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Allin LJ, Brolinson PG, Beach BM, Kim S, Nussbaum MA, Roberto KA, Madigan ML. Perturbation-based balance training targeting both slip- and trip-induced falls among older adults: a randomized controlled trial. BMC Geriatr 2020; 20:205. [PMID: 32532221 PMCID: PMC7291462 DOI: 10.1186/s12877-020-01605-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 06/08/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Falls are the leading cause of injuries among older adults. Perturbation-based balance training (PBT) is an innovative approach to fall prevention that aims to improve the reactive balance response following perturbations such as slipping and tripping. Many of these PBT studies have targeted reactive balance after slipping or tripping, despite both contributing to a large proportion of older adult falls. The goal of this randomized controlled trial was to evaluate the effects of PBT targeting slipping and tripping on laboratory-induced slips and trips. To build upon prior work, the present study included: 1) a control group; 2) separate training and assessment sessions; 3) PBT methods potentially more amenable for use outside the lab compared to methods employed elsewhere, and 4) individualized training for older adult participants. METHODS Thirty-four community-dwelling, healthy older adults (61-75 years) were assigned to PBT or a control intervention using minimization. Using a parallel design, reactive balance (primary outcome) and fall incidence were assessed before and after four sessions of BRT or a control intervention involving general balance exercises. Assessments involved exposing participants to an unexpected laboratory-induced slip or trip. Reactive balance and fall incidence were compared between three mutually-exclusive groups: 1) baseline participants who experienced a slip (or trip) before either intervention, 2) post-control participants who experienced a slip (or trip) after the control intervention, and 3) post-PBT participants who experienced a slip (or trip) after PBT. Neither the participants nor investigators were blinded to group assignment. RESULTS All 34 participants completed all four sessions of their assigned intervention, and all 34 participants were analyzed. Regarding slips, several measures of reactive balance were improved among post-PBT participants when compared to baseline participants or post-control participants, and fall incidence among post-PBT participants (18%) was lower than among baseline participants (80%). Regarding trips, neither reactive balance nor fall incidence differed between groups. CONCLUSIONS PBT targeting slipping and tripping improved reactive balance and fall incidence after laboratory-induced slips. Improvements were not observed after laboratory-induced trips. The disparity in efficacy between slips and trip may have resulted from differences in dosage and specificity between slip and trip training. TRIAL REGISTRATION Name of Clinical Trial Registry: clinicaltrials.gov Trial Registration number: NCT04308239. Date of Registration: March 13, 2020 (retrospectively registered).
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Affiliation(s)
- Leigh J Allin
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | | | - Briana M Beach
- Edward Via College of Osteopathic Medicine, Blacksburg, VA, USA
| | - Sunwook Kim
- Grado Department of Industrial and Systems Engineering, Virginia Tech, 250 Durham Hall (0118), 1145 Perry Street, Blacksburg, VA, USA
| | - Maury A Nussbaum
- Grado Department of Industrial and Systems Engineering, Virginia Tech, 250 Durham Hall (0118), 1145 Perry Street, Blacksburg, VA, USA
| | - Karen A Roberto
- Institute for Society, Culture and Environment, Center for Gerontology, Virginia Tech, Blacksburg, VA, USA
| | - Michael L Madigan
- Grado Department of Industrial and Systems Engineering, Virginia Tech, 250 Durham Hall (0118), 1145 Perry Street, Blacksburg, VA, USA.
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Herssens N, van Criekinge T, Saeys W, Truijen S, Vereeck L, van Rompaey V, Hallemans A. An investigation of the spatio-temporal parameters of gait and margins of stability throughout adulthood. J R Soc Interface 2020; 17:20200194. [PMID: 32429825 DOI: 10.1098/rsif.2020.0194] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Age-related changes in the way of walking may induce changes in dynamic stability. Therefore, the relationship between age, spatio-temporal characteristics and margins of stability was examined. One hundred and five healthy adults aged between 20 and 89 years old were analysed on spatio-temporal characteristics and margins of stability using three-dimensional motion analysis. Subjects walked barefoot over a 12-m-long walkway at their preferred walking speed. Covariance among gait characteristics was reduced using a factor analysis, identifying domains of gait. The influence of age, gender, body mass index (BMI) and leg length on domains of gait and margins of stability was investigated using linear mixed models. A stepwise linear regression identified domains of gait predicting the variance in margins of stability. Four domains of gait explaining 74.17% of the variance were identified. Age had a significant influence on the medio-lateral margin of stability and the 'variability', 'pace' and 'base of support' domain. BMI significantly influenced the medio-lateral margin of stability; gender and leg length had no influence on either of the margins of stability. The 'base of support' domain predicted 26% of the variance in the medio-lateral margin of stability. When considering the margins of stability, especially when comparing multiple groups, age, BMI and spatio-temporal parameters should be taken into account.
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Affiliation(s)
- Nolan Herssens
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
| | - Tamaya van Criekinge
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
| | - Wim Saeys
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
| | - Steven Truijen
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
| | - Luc Vereeck
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
| | - Vincent van Rompaey
- Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium.,Department of Otorhinolaryngology and Head & Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | - Ann Hallemans
- Research Group MOVANT, Department of Rehabilitation Sciences and Physiotherapy (REVAKI), University of Antwerp, Wilrijk, Belgium.,Multidisciplinary Motor Centre Antwerp (M²OCEAN), University of Antwerp, Wilrijk, Belgium
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Older adults demonstrate interlimb transfer of reactive gait adaptations to repeated unpredictable gait perturbations. GeroScience 2019; 42:39-49. [PMID: 31776885 PMCID: PMC7031170 DOI: 10.1007/s11357-019-00130-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 10/22/2019] [Indexed: 11/29/2022] Open
Abstract
The ability to rapidly adjust gait to cope with unexpected mechanical perturbations declines with ageing. Previous studies, however, have not ensured that gait stability pre-perturbation was equivalent across participants or age groups which may have influenced the outcomes. In this study, we investigate if age-related differences in stability following gait perturbations remain when all participants walk with equivalent stability. We also examine if interlimb transfer of gait adaptations are observed in healthy older adults, by examining if adaptation to repeated perturbations of one leg can benefit stability recovery when the other leg is perturbed. During walking at their stability-normalised walking speeds (young: 1.32 ± 0.07 m/s; older: 1.31 ± 0.13 m/s; normalised to an average margin of stability of 0.05 m), 30 young and 28 older healthy adults experienced ten unpredictable treadmill belt accelerations (the first and last applied to the right leg, the others to the left leg). Using kinematic data, we assessed the margins of stability during unperturbed walking and the first eight post-perturbation recovery steps. Older adults required three more steps to recover during the first perturbation to each leg than the young adults. Yet, after repeated perturbations of the left leg, older adults required only one more step to recover. Interestingly, for the untrained right leg, the older adults could regain stability with three fewer steps, indicating interlimb transfer of the improvements. Age differences in reactive gait stability remain even when participants’ walk with equivalent stability. Furthermore, we show that healthy older adults can transfer improvements in balance recovery made during repeated perturbations to one limb to their recovery following a perturbation to the untrained limb.
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27
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Wang S, Varas-Diaz G, Dusane S, Wang Y, Bhatt T. Slip-induced fall-risk assessment based on regular gait pattern in older adults. J Biomech 2019; 96:109334. [PMID: 31564458 PMCID: PMC8191506 DOI: 10.1016/j.jbiomech.2019.109334] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 09/04/2019] [Accepted: 09/08/2019] [Indexed: 12/26/2022]
Abstract
Aging-associated fall-risk assessment is crucial for fall prevention. Thus, this study aimed to develop a prognostic model to predict fall-risk following an unexpected over-ground slip perturbation based on normal gait pattern in healthy older adults. 112 healthy older adults who experienced a novel slip in a safe laboratory environment were included. Their slip trial and natural walking trial immediately prior to it were analyzed. To identify the best fall-risk predictive model, gait related variables including step length, segment angles, center of mass state, and ground reaction force (GRF) were determined and inputted into a stepwise logistic regression. The optimal slip-induced fall prediction model was based on the right thigh angle at slipping foot touchdown (TD), the maximum GRF of the slipping limb after TD, and the momentum change from TD to recovery foot liftoff (LO), with an overall prediction accuracy of 75.9%, predicting 74.5% of falls (sensitivity) and 77.2% of recoveries (specificity). Conversely, a model based on clinical and demographic measures predicted 78.2% of falls and 47.4% of recoveries, resulting in a much lower overall accuracy of 62.5%. The fall-risk model based on normal gait pattern which was developed for slip-induced perturbations in healthy older adults was able to provide a high predictive accuracy. This information could provide insight about the ideal normal gait measures which could be used to contribute towards development of therapeutic strategies related to dynamic balance and fall prevention to enhance preventive interventions in populations with high-risk for slip-induced falls.
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Affiliation(s)
- Shuaijie Wang
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, United States
| | - Gonzalo Varas-Diaz
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, United States
| | - Shamali Dusane
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, United States
| | - Yiru Wang
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, United States
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, IL 60612, United States.
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28
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Handsaker JC, Brown SJ, Petrovic M, Bowling FL, Rajbhandari S, Marple-Horvat DE, Boulton AJM, Reeves ND. Combined exercise and visual gaze training improves stepping accuracy in people with diabetic peripheral neuropathy. J Diabetes Complications 2019; 33:107404. [PMID: 31371130 DOI: 10.1016/j.jdiacomp.2019.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 06/20/2019] [Accepted: 07/02/2019] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Patients with diabetes and diabetic peripheral neuropathy (DPN) place their feet with less accuracy whilst walking, which may contribute to the increased falls-risk. This study examines the effects of a multi-faceted intervention on stepping accuracy, in patients with diabetes and DPN. METHODS Forty participants began the study, of which 29 completed both the pre and post-intervention tests, 8 patients with DPN, 11 patients with diabetes but no neuropathy (D) and 10 healthy controls (C). Accuracy of stepping was measured pre- and post-intervention as participants walked along an irregularly arranged stepping walkway. Participants attended a one-hour session, once a week, for sixteen weeks, involving high-load resistance exercise and visual-motor training. RESULTS Patients who took part in the intervention improved stepping accuracy (DPN: +45%; D: +36%) (p < 0.05). The diabetic non-intervention (D-NI) group did not display any significant differences in stepping accuracy pre- to post- the intervention period (-7%). DISCUSSION The improved stepping accuracy observed in patients with diabetes and DPN as a result of this novel intervention, may contribute towards reducing falls-risk. This multi-faceted intervention presents promise for improving the general mobility and safety of patients during walking and could be considered for inclusion as part of clinical treatment programmes.
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Affiliation(s)
- Joseph C Handsaker
- Research Centre for Musculoskeletal Science and Sports Medicine, Department of Life Sciences, Faculty of Science & Engineering, Manchester Metropolitan University, Oxford Road, Manchester, United Kingdom
| | - Steven J Brown
- Research Centre for Musculoskeletal Science and Sports Medicine, Department of Life Sciences, Faculty of Science & Engineering, Manchester Metropolitan University, Oxford Road, Manchester, United Kingdom
| | - Milos Petrovic
- Research Centre for Movement Sciences, Department of Physiotherapy, Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
| | - Frank L Bowling
- Faculty of Medical and Human Sciences, University of Manchester, Manchester, United Kingdom
| | - Satyan Rajbhandari
- Lancashire Teaching Hospitals, Chorley and South Ribble Hospital, United Kingdom
| | - Dilwyn E Marple-Horvat
- Research Centre for Musculoskeletal Science and Sports Medicine, Department of Life Sciences, Faculty of Science & Engineering, Manchester Metropolitan University, Oxford Road, Manchester, United Kingdom
| | - Andrew J M Boulton
- Faculty of Medical and Human Sciences, University of Manchester, Manchester, United Kingdom; Diabetes Research Institute, University of Miami, Miami, FL, USA
| | - Neil D Reeves
- Research Centre for Musculoskeletal Science and Sports Medicine, Department of Life Sciences, Faculty of Science & Engineering, Manchester Metropolitan University, Oxford Road, Manchester, United Kingdom
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AminiAghdam S, Griessbach E, Vielemeyer J, Müller R. Dynamic postural control during (in)visible curb descent at fast versus comfortable walking velocity. Gait Posture 2019; 71:38-43. [PMID: 31005853 DOI: 10.1016/j.gaitpost.2019.04.014] [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: 02/11/2019] [Revised: 03/27/2019] [Accepted: 04/11/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND The unexpectedness of ground-contact onset in stepping down due, e.g., to a camouflaged curb during ongoing gait may impose potential postural control challenges, which might be deteriorated when walking faster. RESEARCH QUESTION Does traversing camouflaged versus visible curbs, at a fast walking velocity, induce more unstable body configurations, assessed by a smaller anteroposterior "margin of stability" (MoS)? METHODS For twelve healthy participants, we investigated MoS at foot touchdown in descent and in the first recovery step from 0- and 10-cm visible and camouflaged curbs at comfortable (1.22 ± 0.08 m/s) and fast (1.71 ± 0.11 m/s) walking velocities. Three-way (velocity, elevation, visibility) and two-way (velocity, visibility) repeated-measurement ANOVAs were performed to determine their interactions on MoS, and its determining parameters, during curb negotiation and recovery step, respectively. RESULTS No greater postural instability when traversing a camouflaged versus visible curb at a faster walking velocity during curb descent, indicated by no three-way interaction effects on MoS. However, an elevation-by-visibility interaction showed a dramatic decrease of MoS when descending a 10-cm camouflaged versus visible curb. This was because of a farther anterior displacement of center-of-mass with a larger velocity. Furthermore, the walking velocity was independently associated with a smaller MoS and a more anteriorly-shifted center-of-mass with a higher velocity. In the recovery step, participants demonstrated a reduced stability of the body configuration when walking faster or recovering from a camouflaged than from a visible curb. The mentioned result implies that the potential to increase the base-of-support to compensate for an increased center-of-mass velocity, induced by an increased walking velocity, is limited. SIGNIFICANCE Despite a significant independent main effect of walking velocity, a more unstable postural control observed during traversing of camouflaged versus visible curbs was found not to be walking velocity-related in young individuals. Further research, including elderly may shed more light on these results.
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Affiliation(s)
- Soran AminiAghdam
- Department of Motion Science, Institute of Sport Science, Friedrich-Schiller-University Jena, Jena, Thuringia, Germany; Department of Neurology/Department of Orthopedic Surgery, Bayreuth Hospital, Bayreuth, Bavaria, Germany.
| | - Eric Griessbach
- Department for the Psychology of Human Movement and Sport, Institute of Sport Science, Friedrich-Schiller-University Jena, Thuringia, Germany
| | - Johanna Vielemeyer
- Department of Neurology/Department of Orthopedic Surgery, Bayreuth Hospital, Bayreuth, Bavaria, Germany
| | - Roy Müller
- Department of Motion Science, Institute of Sport Science, Friedrich-Schiller-University Jena, Jena, Thuringia, Germany; Department of Neurology/Department of Orthopedic Surgery, Bayreuth Hospital, Bayreuth, Bavaria, Germany
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30
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Williams DS, Martin AE. Gait modification when decreasing double support percentage. J Biomech 2019; 92:76-83. [PMID: 31171369 DOI: 10.1016/j.jbiomech.2019.05.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 05/20/2019] [Accepted: 05/20/2019] [Indexed: 11/30/2022]
Abstract
Much is still unknown about walking stability, including which aspects of gait contribute to higher stability. Walking stability appears to be related to walking speed, although the exact relationship is unclear. As walking speed decreases, the double support (DS) period of gait increases both in time and as a percentage of the gait cycle. Because humans have more control over their center of mass movement during DS, increasing DS duration may alter stability. This study examined how human gait is affected by changing DS percentage independent of walking speed. Sixteen young, healthy adults walked on a treadmill at a single speed for six one-minute trials. These trials included normal gait as well as longer- and shorter-than-normal DS percentage gaits. Subjects were consistently able to decrease DS percentage but had difficulty increasing DS percentage. In some cases, subjects altered their cadence when changing DS percentage, particularly when attempting to increase DS percentage. The changes to gait when decreasing DS percentage were similar to changes when increasing walking speed but occurred mainly during the swing period. These changes include increased hip and knee flexion during the swing period, increased swing foot height, and larger magnitude peaks in ground reaction forces. The changes in gait when attempting to increase DS percentage trended toward changes when decreasing walking speed. Altering DS percentage induced gait changes that were similar to, yet clearly distinct from, gait changes due to walking speed. Further, the difficulty of increasing DS percentage when walking at a constant speed suggests that people walk more slowly when they want to increase time spent in DS.
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Affiliation(s)
- Daniel S Williams
- Department of Mechanical and Nuclear Engineering, Pennsylvania State University, 137 Reber Building, University Park, PA 16802, USA.
| | - Anne E Martin
- Department of Mechanical and Nuclear Engineering, Pennsylvania State University, 137 Reber Building, University Park, PA 16802, USA.
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31
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McCrum C, Willems P, Karamanidis K, Meijer K. Stability-normalised walking speed: A new approach for human gait perturbation research. J Biomech 2019; 87:48-53. [PMID: 30827703 DOI: 10.1016/j.jbiomech.2019.02.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 01/30/2019] [Accepted: 02/19/2019] [Indexed: 10/27/2022]
Abstract
In gait stability research, neither self-selected walking speeds, nor the same prescribed walking speed for all participants, guarantee equivalent gait stability among participants. Furthermore, these options may differentially affect the response to different gait perturbations, which is problematic when comparing groups with different capacities. We present a method for decreasing inter-individual differences in gait stability by adjusting walking speed to equivalent margins of stability (MoS). Eighteen healthy adults walked on a split-belt treadmill for two-minute bouts at 0.4 m/s up to 1.8 m/s in 0.2 m/s intervals. The stability-normalised walking speed (MoS = 0.05 m) was calculated using the mean MoS at touchdown of the final 10 steps of each speed. Participants then walked for three minutes at this speed and were subsequently exposed to a treadmill belt acceleration perturbation. A further 12 healthy adults were exposed to the same perturbation while walking at 1.3 m/s: the average of the previous group. Large ranges in MoS were observed during the prescribed speeds (6-10 cm across speeds) and walking speed significantly (P < 0.001) affected MoS. The stability-normalised walking speeds resulted in MoS equal or very close to the desired 0.05 m and reduced between-participant variability in MoS. The second group of participants walking at 1.3 m/s had greater inter-individual variation in MoS during both unperturbed and perturbed walking compared to 12 sex, height and leg length-matched participants from the stability-normalised walking speed group. The current method decreases inter-individual differences in gait stability which may benefit gait perturbation and stability research, in particular studies on populations with different locomotor capacities. [Preprint: https://doi.org/10.1101/314757].
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Affiliation(s)
- Christopher McCrum
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands; Institute of Movement and Sport Gerontology, German Sport University Cologne, Cologne, Germany.
| | - Paul Willems
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Kiros Karamanidis
- Sport and Exercise Science Research Centre, School of Applied Sciences, London South Bank University, London, UK
| | - Kenneth Meijer
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands
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van Schooten KS, Yang Y, Grajauskas L, Robinovitch SN. Similarity of Repeated Falls in Older Long-Term Care Residents: Do the Circumstances of Past Falls Predict Those of Future Falls? J Am Med Dir Assoc 2018; 20:386-387. [PMID: 30551947 DOI: 10.1016/j.jamda.2018.10.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 10/25/2018] [Accepted: 10/28/2018] [Indexed: 10/27/2022]
Affiliation(s)
- Kimberley S van Schooten
- Neuroscience Research Australia, University of New South Wales, Sydney, Australia; Injury Prevention and Mobility Laboratory, Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, Canada; Centre for Hip Health and Mobility, University of British Colombia, Vancouver, Canada
| | - Yijian Yang
- Neuroscience Research Australia, University of New South Wales, Sydney, Australia; Department of Family Practice, University of British Columbia, Vancouver, Canada
| | - Lukas Grajauskas
- Injury Prevention and Mobility Laboratory, Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, Canada
| | - Stephen N Robinovitch
- Injury Prevention and Mobility Laboratory, Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, Canada; Centre for Hip Health and Mobility, University of British Colombia, Vancouver, Canada; School of Engineering Science, Simon Fraser University, Burnaby, Canada
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Nakakubo S, Doi T, Makizako H, Tsutsumimoto K, Hotta R, Kurita S, Kim M, Suzuki T, Shimada H. Association of walk ratio during normal gait speed and fall in community-dwelling elderly people. Gait Posture 2018; 66:151-154. [PMID: 30195217 DOI: 10.1016/j.gaitpost.2018.08.030] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 07/04/2018] [Accepted: 08/24/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Walk ratio (WR), calculated by dividing step length by cadence, can be used to represent the gait characteristics of human beings to maintain their gait speed. RESEARCH QUESTION The aim of this study was to examine whether WR could distinguish fallers from community-dwelling elderly people. METHODS We recruited 9205 elderly people (mean age: 73.7 ± 5.6 years, 4218 men and 4987 women) from the National Center for Geriatrics and Gerontology - Study of Geriatric Syndromes. Fall history was assessed by face-to-face interview, and "fallers" were defined as people who had fallen at least once within the past year. WR was calculated as corrected step length divided by corrected cadence, and we divided the subjects into three groups according to the tertile of WR (T1, T2, and T3). We also stratified the participants by gait speed (<1.0 or ≥1.0 m/s). RESULTS With reference to the T3 group, the T1 group had a higher odds ratio (OR) of falling in the past year [OR: 1.24, 95% confidence interval (CI): 1.09-1.41], even after adjusting for other covariates. After stratification by gait speed, the same multivariate analyses were conducted. In the participants who walked at 1.0 m/s or faster, the T1 group had a higher OR [1.27, 95% confidence interval (CI): 1.10-1.48], while there was no significant association with fall rate among those who walked slower than 1.0 m/s. SIGNIFICANCE This study revealed that the smallest WR was independently associated with falling in the past year among community-dwelling elderly people, especially elderly people with no deterioration of gait speed. These results suggest that intervention regarding gait pattern, especially WR, would help to prevent falls.
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Affiliation(s)
- Sho Nakakubo
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan.
| | - Takehiko Doi
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Hyuma Makizako
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan; Department of Physical Therapy, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima, Japan
| | - Kota Tsutsumimoto
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan; Japan Society for the Promotion of Science, Tokyo, Japan
| | - Ryo Hotta
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Satoshi Kurita
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Minji Kim
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Takao Suzuki
- National Center for Geriatrics and Gerontology, Obu, Aichi, Japan; Research Institute of Aging and Development, Oberlin University, Tokyo, Japan
| | - Hiroyuki Shimada
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Japan
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Sawers A, Bhatt T. Neuromuscular determinants of slip-induced falls and recoveries in older adults. J Neurophysiol 2018; 120:1534-1546. [PMID: 29995607 DOI: 10.1152/jn.00286.2018] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Is there a neuromuscular basis for falls? If so, it may provide new insight into falls and their assessment and treatment. We hypothesized that falls and recoveries from a laboratory-induced slip would be characterized by differences in multimuscle coordination patterns. Using muscle synergy analysis, we identified different multimuscle coordination patterns between older adults who fell and those who recovered from a laboratory-induced "feet-forward" slip. Participants who fell recruited fewer muscle synergies than participants who recovered. This suggests that a fall may result from recruitment of an inadequate number of muscle synergies to produce the necessary mechanical functions required to maintain balance. Participants who fell also recruited different muscle synergies, including one with high levels of coactivity consistent with a startle-like response. These differences in multimuscle coordination between slip outcomes were not accompanied by differences in slip difficulty or gait kinematics before or during the slip response. The differences in neuromuscular control may therefore reflect differences in sensorimotor control rather than kinematic constraints imposed by the slip, or the musculoskeletal system. Further research is required to test the robustness of these results and their interpretation with respect to additional mechanical variables (e.g., joint torques, ground reaction forces), responses to other fall types (e.g., trips), and within rather than between individuals. NEW & NOTEWORTHY Do falls and recoveries possess distinct neuromuscular features? We identified differences in neuromuscular control between older adults who fell and those who recovered from a "feet-forward" slip. Differences in neuromuscular control were not accompanied by differences in gait or slip kinematics before or during the slip response, suggesting differences in sensorimotor control rather than kinematics dictated the observed differences in neuromuscular control. An analysis of additional mechanical variables is required to confirm this interpretation.
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Affiliation(s)
- Andrew Sawers
- Department of Kinesiology, University of Illinois at Chicago , Chicago, Illinois
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago , Chicago, Illinois
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Do spatiotemporal parameters and gait variability differ across the lifespan of healthy adults? A systematic review. Gait Posture 2018; 64:181-190. [PMID: 29929161 DOI: 10.1016/j.gaitpost.2018.06.012] [Citation(s) in RCA: 150] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 06/08/2018] [Accepted: 06/10/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Aging is often associated with changes in the musculoskeletal system, peripheral and central nervous system. These age-related changes often result in mobility problems influencing gait performance. Compensatory strategies are used as a way to adapt to these physiological changes. RESEARCH QUESTION The aim of this review is to investigate the differences in spatiotemporal and gait variability measures throughout the healthy adult life. METHODS This systematic review was conducted according to the PRISMA guidelines and registered in the PROSPERO database (no. CRD42017057720). Databases MEDLINE (Pubmed), Web of Science (Web of Knowledge), Cochrane Library and ScienceDirect were systematically searched until March 2018. RESULTS Eighteen of the 3195 original studies met the eligibility criteria and were included in this review. The majority of studies reported spatiotemporal and gait variability measures in adults above the age of 65, followed by the young adult population, information of middle-aged adults is lacking. Spatiotemporal parameters and gait variability measures were extracted from 2112 healthy adults between 18 and 98 years old and, in general, tend to deteriorate with increasing age. Variability measures were only reported in an elderly population and show great variety between studies. SIGNIFICANCE The findings of this review suggest that most spatiotemporal parameters significantly differ across different age groups. Elderly populations show a reduction of preferred walking speed, cadence, step and stride length, all related to a more cautious gait, while gait variability measures remain stable over time. A preliminary framework of normative reference data is provided, enabling insights into the influence of aging on spatiotemporal parameters, however spatiotemporal parameters of middle-aged adults should be investigated more thoroughly.
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Grabiner MD, Marone JR, Wyatt M, Sessoms P, Kaufman KR. Performance of an attention-demanding task during treadmill walking shifts the noise qualities of step-to-step variation in step width. Gait Posture 2018; 63:154-158. [PMID: 29738957 DOI: 10.1016/j.gaitpost.2018.04.041] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 04/24/2018] [Accepted: 04/25/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND The fractal scaling evident in the step-to-step fluctuations of stepping-related time series reflects, to some degree, neuromotor noise. RESEARCH QUESTION The primary purpose of this study was to determine the extent to which the fractal scaling of step width, step width and step width variability are affected by performance of an attention-demanding task. We hypothesized that the attention-demanding task would shift the structure of the step width time series toward white, uncorrelated noise. METHODS Subjects performed two 10-min treadmill walking trials, a control trial of undisturbed walking and a trial during which they performed a mental arithmetic/texting task. Motion capture data was converted to step width time series, the fractal scaling of which were determined from their power spectra. RESULTS Fractal scaling decreased by 22% during the texting condition (p < 0.001) supporting the hypothesized shift toward white uncorrelated noise. Step width and step width variability increased 19% and five percent, respectively (p < 0.001). However, a stepwise discriminant analysis to which all three variables were input revealed that the control and dual task conditions were discriminated only by step width fractal scaling. SIGNIFICANCE The change of the fractal scaling of step width is consistent with increased cognitive demand and suggests a transition in the characteristics of the signal noise. This may reflect an important advance toward the understanding of the manner in which neuromotor noise contributes to some types of falls. However, further investigation of the repeatability of the results, the sensitivity of the results to progressive increases in cognitive load imposed by attention-demanding tasks, and the extent to which the results can be generalized to the gait of older adults seems warranted.
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Affiliation(s)
- Mark D Grabiner
- University of Illinois at Chicago, Department of Kinesiology and Nutrition, 1919 W. Taylor Street, Room 648, Chicago, IL 60612, United States.
| | - Jane R Marone
- University of Illinois at Chicago, Department of Kinesiology and Nutrition, 901 W. Roosevelt Rd, 336 PEB, Chicago, IL 60612, United States.
| | - Marilynn Wyatt
- Naval Medical Center San Diego, 34800 Bob Wilson Drive, San Diego, CA 92134, United States.
| | - Pinata Sessoms
- Naval Health Research Center, San Diego, 140 Sylvester Rd., San Diego, CA 92106-3521, United States.
| | - Kenton R Kaufman
- Motion Analysis Laboratory, Dan Abraham Health Living Center 4-214A, Mayo Clinic, 200 First St. SW, Rochester, MN 55905, United States.
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Fall risk during opposing stance perturbations among healthy adults and chronic stroke survivors. Exp Brain Res 2017; 236:619-628. [PMID: 29279981 DOI: 10.1007/s00221-017-5138-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Accepted: 11/20/2017] [Indexed: 10/18/2022]
Abstract
Studies examining recovery from SLIPS and TRIPS indicate higher incidence of falls during SLIPS than TRIPS however, differences in the recovery mechanisms during these opposing perturbations have not been examined. We therefore aimed to compare the reactive balance responses contributing to fall risk during SLIPS and TRIPS at comparable perturbation intensity among community-dwelling healthy adults and chronic stroke survivors. Younger adults (N = 11), age-matched adults (N = 11) and chronic stroke survivors (N = 12) were exposed to a single SLIP and TRIP through a motorized treadmill (16 m/s2, 0.20 m). Center of mass (COM) state stability was measured by recording COM position and velocity relative to base of support, i.e., Ḋ COM/BOS and Ẋ COM/BOS, respectively. Trunk and compensatory step kinematics were also recorded. During SLIPS, the incidence of falls among stroke survivors was greater than healthy adults (53.83% vs. 0%), however not for TRIPS. All groups showed higher change in postural stability from liftoff to touchdown during TRIPS than SLIPS. Among healthy adults higher change in Ḋ COM/BOS during TRIPS was accompanied by the ability to control trunk flexion at step touchdown and lower peak trunk velocity as compared with SLIPS, with no significant differences in compensatory step length between the perturbations (p > 0.05). Chronic stroke survivors increased compensatory step length during TRIPS versus SLIPS (p < 0.05) contributing to greater stability change. They were unable to control trunk excursion and peak trunk velocity as compared with the healthy adults leading to lower stability than healthy younger and age-matched adults during SLIPS and lower stability than younger adults during TRIPS. Difficulty in trunk control during SLIPS among all individuals and compensatory step length among stroke survivors emphasizes higher fall risk for SLIPS than TRIPS among these populations.
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Sawers A, Pai YCC, Bhatt T, Ting LH. Neuromuscular responses differ between slip-induced falls and recoveries in older adults. J Neurophysiol 2016; 117:509-522. [PMID: 27832608 DOI: 10.1152/jn.00699.2016] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 11/01/2016] [Indexed: 12/30/2022] Open
Abstract
How does the robust control of walking and balance break down during a fall? Here, as a first step in identifying the neuromuscular determinants of falls, we tested the hypothesis that falls and recoveries are characterized by differences in neuromuscular responses. Using muscle synergy analysis, conventional onset latencies, and peak activity, we identified differences in muscle coordination between older adults who fell and those who recovered from a laboratory-induced slip. We found that subjects who fell recruited fewer muscle synergies than those who recovered, suggesting a smaller motor repertoire. During slip trials, compared with subjects who recovered, subjects who fell had delayed knee flexor and extensor onset times in the leading/slip leg, as well as different muscle synergy structure involving those muscles. Therefore, the ability to coordinate muscle activity around the knee in a timely manner may be critical to avoiding falls from slips. Unique to subjects who fell during slip trials were greater bilateral (interlimb) muscle activation and the recruitment of a muscle synergy with excessive coactivation. These differences in muscle coordination between subjects who fell and those who recovered could not be explained by differences in gait-related variables at slip onset (i.e., initial motion state) or variations in slip difficulty, suggesting that differences in muscle coordination may reflect differences in neural control of movement rather than biomechanical constraints imposed by perturbation or initial walking mechanics. These results are the first step in determining the causation of falls from the perspective of muscle coordination. They suggest that there may be a neuromuscular basis for falls that could provide new insights into treatment and prevention. Further research comparing the muscle coordination and mechanics of falls and recoveries within subjects is necessary to establish the neuromuscular causation of falls. NEW & NOTEWORTHY A central question relevant to the prevention of falls is: How does the robust control of walking and balance break down during a fall? Previous work has focused on muscle coordination during successful balance recoveries or the kinematics and kinetics of falls. Here, for the first time, we identified differences in the spatial and temporal coordination of muscles among older adults who fell and those who recovered from an unexpected slip.
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Affiliation(s)
- Andrew Sawers
- Department of Kinesiology, University of Illinois at Chicago, Chicago, Illinois;
| | - Yi-Chung Clive Pai
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois
| | - Lena H Ting
- W. H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia; and.,Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University School of Medicine, Atlanta, Georgia
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Garman CR, Nussbaum MA, Franck CT, Madigan ML. A Pilot Study Exploring Obesity-Related Differences in Fall Rate and Kinematic Response Resulting From a Laboratory-Induced Trip. ACTA ACUST UNITED AC 2016. [DOI: 10.1080/21577323.2016.1198732] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Christina R. Garman
- Department of Biomedical Engineering, Marquette University, Milwaukee, WI, USA
| | - Maury A. Nussbaum
- Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA, USA
| | | | - Michael L. Madigan
- Department of Biomedical Engineering, Texas A&M University, 5045 Emerging Technologies Building, College Station, TX 77843, USA
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, USA
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Aboutorabi A, Arazpour M, Bahramizadeh M, Hutchins SW, Fadayevatan R. The effect of aging on gait parameters in able-bodied older subjects: a literature review. Aging Clin Exp Res 2016. [PMID: 26210370 DOI: 10.1007/s40520-015-0420-6] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Gait disorders are common in the elderly populations, and their prevalence increases with age. Abnormal gait has been associated with greater risk for adverse outcomes in older adults, such as immobility and falls, which in turn lead to loss of functional independence and death. AIM The purpose of this review was to evaluate all of the original papers that measured gait parameters in the healthy elderly subjects. METHOD The search strategy was based on Population Intervention Comparison Outcome method. A search was performed in Pub Med, Science Direct, Google scholar, ISI web of knowledge databases by using the selected keywords. Forty-two articles were selected for final evaluation. The procedure using the PRISMA method was followed. RESULTS Stride lengths of older subjects ranged between 135 and 153 cm, and they preferred to walk with a 41 % increase in step width compared to young subjects. Cadence was reported to be between 103 and 112 steps/min in older adults. They consumed an average of 20-30 % more metabolic energy than younger subjects. All except one study demonstrated that older people have significantly reduced gait symmetry. CONCLUSION The progression toward shorter steps and slower walking and increased step width and prolonged double support in older adult, may therefore emerge as a compensatory strategy aimed at increasing stability, avoiding falls, or reducing the energetic cost of mobility.
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Affiliation(s)
- Atefeh Aboutorabi
- Orthotics and Prosthetics Department, University of Social Welfare and Rehabilitation Sciences, Tehran, Islamic Republic of Iran
- Iranian Research Center on Aging, University of Social Welfare and Rehabilitation Sciences, Tehran, Islamic Republic of Iran
| | - Mokhtar Arazpour
- Orthotics and Prosthetics Department, University of Social Welfare and Rehabilitation Sciences, Tehran, Islamic Republic of Iran.
- Pediatric Neurorehabilitation Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.
| | - Mahmood Bahramizadeh
- Orthotics and Prosthetics Department, University of Social Welfare and Rehabilitation Sciences, Tehran, Islamic Republic of Iran
| | - Stephen William Hutchins
- Institute for Health and Social Care Research (IHSCR), Faculty of Health & Social Care, University of Salford, Manchester, Salford, UK
| | - Reza Fadayevatan
- Iranian Research Center on Aging, University of Social Welfare and Rehabilitation Sciences, Tehran, Islamic Republic of Iran
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Pan HF, Hsu HC, Chang WN, Renn JH, Wu HW. Strategies for obstacle crossing in older adults with high and low risk of falling. J Phys Ther Sci 2016; 28:1614-20. [PMID: 27313384 PMCID: PMC4905923 DOI: 10.1589/jpts.28.1614] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 02/06/2016] [Indexed: 11/24/2022] Open
Abstract
[Purpose] Tripping is a frequent cause of falls among aging adults. Appropriate limb
movements while negotiating obstacles are critical to trip avoidance. The aim of our study
was to investigate the mechanics of obstacle crossing in older adults at low or high risk
of falling. [Subjects and Methods] Twenty community-dwelling adults aged ≥55 years, were
evaluated with the Tinetti Balance and Gait scale and classified as being at high or low
risk of falling. Between-group comparisons of kinematics were evaluated for obstacle
heights of 10%, 20%, and 30% of leg length. [Results] The high-risk group demonstrated
greater toe-obstacle clearance of the leading leg. Increasing obstacle height led to
increased maximal toe-obstacle clearance, toe-obstacle distance, and shortened swing phase
of the leading limb. Adaptation of clearance height was greater for the trailing leg.
Individuals at high risk of falling demonstrated less symmetry between the leading and
trailing legs and a narrower step width, features that increase the likelihood of
tripping. [Conclusion] Kinematic parameters of obstacle clearance, including the symmetry
index described in our study, could provide clinicians with a quick screening tool to
identify patients at risk of falling and to evaluate outcomes of training programs.
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Affiliation(s)
- Hui-Fen Pan
- Department of Orthopaedics, Kaohsiung Veterans General Hospital, Taiwan
| | - Horng-Chaung Hsu
- Department of Orthopaedics, China Medical University Hospital, Taiwan
| | - Wei-Ning Chang
- Department of Orthopaedics, Kaohsiung Veterans General Hospital, Taiwan
| | - Jenn-Huei Renn
- Department of Orthopaedics, Kaohsiung Veterans General Hospital, Taiwan
| | - Hong-Wen Wu
- Department of Physical Education, National Taiwan University of Sport, Taiwan
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Knee osteoarthritis negatively affects the recovery step following large forward-directed postural perturbations. J Biomech 2016; 49:1128-1133. [PMID: 26947035 DOI: 10.1016/j.jbiomech.2016.02.048] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2015] [Revised: 02/16/2016] [Accepted: 02/21/2016] [Indexed: 12/12/2022]
Abstract
The reasons for higher fall risk of people with osteoarthritis (OA) compared to people without OA are not known. It is possible that following a loss of balance OA may negatively affect the recovery stepping response. Stepping responses have not been reported for people with knee OA. Here, we compared recovery step kinematics following laboratory-induced trip and following a large treadmill-delivered perturbation simulating a trip between a group of women with and without self-reported knee OA. We hypothesized that knee OA would significantly impair recovery step kinematics compared to those of a control group. Following the laboratory-induced trip, step length and trunk flexion velocity at recovery step completion of women with OA were significantly impaired and more so for the women who fell. Following the treadmill-delivered perturbation, the recovery step kinematics of women with OA were not significantly impaired. For both perturbations, the women who fell had significantly impaired recovery step kinematics compared to those who did not fall, regardless of OA. The results are consistent with previous work on healthy middle aged and older women and suggest that the same biomechanical risk factors for trip-related falls are shared by middle age and older women regardless of the presence of knee OA. The results support the need to determine whether training protocols which have been shown to improve recovery step kinematics and reduce prospective falls by healthy older women can have similar outcomes for people with knee OA.
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Rosenblatt NJ, Bauer A, Rotter D, Grabiner MD. Active dorsiflexing prostheses may reduce trip-related fall risk in people with transtibial amputation. ACTA ACUST UNITED AC 2015; 51:1229-42. [PMID: 25625226 DOI: 10.1682/jrrd.2014.01.0031] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Revised: 06/02/2014] [Indexed: 11/05/2022]
Abstract
People with amputation are at increased risk of falling compared with age-matched, nondisabled individuals. This may partly reflect amputation-related changes to minimum toe clearance (MTC) that could increase the incidence of trips and fall risk. This study determined the contribution of an active dorsiflexing prosthesis to MTC. We hypothesized that regardless of speed or incline the active dorsiflexion qualities of the ProprioFoot would significantly increase MTC and decrease the likelihood of tripping. Eight people with transtibial amputation walked on a treadmill with their current foot at two grades and three velocities, then repeated the protocol after 4 wk of accommodation with the ProprioFoot. A mixed-model, repeated-measures analysis of variance was used to compare MTC. Curves representing the likelihood of tripping were derived from the MTC distributions and a multiple regression was used to determine the relative contributions of hip, knee, and ankle angles to MTC. Regardless of condition, MTC was approximately 70% larger with the ProprioFoot (p < 0.001) and the likelihood of tripping was reduced. Regression analysis revealed that MTC with the ProprioFoot was sensitive to all three angles, with sensitivity of hip and ankle being greater. Overall, the ProprioFoot may increase user safety by decreasing the likelihood of tripping and thus the pursuant likelihood of a fall.
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Affiliation(s)
- Noah J Rosenblatt
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL
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Hile ES. Imbalance and Falls in Older Cancer Survivors. TOPICS IN GERIATRIC REHABILITATION 2015. [DOI: 10.1097/tgr.0000000000000079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Bovonsunthonchai S, Khobkhun F, Vachalathiti R. Ground Reaction Forces of the Lead and Trail Limbs when Stepping Over an Obstacle. Med Sci Monit 2015; 21:2041-9. [PMID: 26169293 PMCID: PMC4514366 DOI: 10.12659/msm.893965] [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] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Precise force generation and absorption during stepping over different obstacles need to be quantified for task accomplishment. This study aimed to quantify how the lead limb (LL) and trail limb (TL) generate and absorb forces while stepping over obstacle of various heights. MATERIAL AND METHODS Thirteen healthy young women participated in the study. Force data were collected from 2 force plates when participants stepped over obstacles. Two limbs (right LL and left TL) and 4 conditions of stepping (no obstacle, stepping over 5 cm, 20 cm, and 30 cm obstacle heights) were tested for main effect and interaction effect by 2-way ANOVA. Paired t-test and 1-way repeated-measure ANOVA were used to compare differences of variables between limbs and among stepping conditions, respectively. The main effects on the limb were found in first peak vertical force, minimum vertical force, propulsive peak force, and propulsive impulse. RESULTS Significant main effects of condition were found in time to minimum force, time to the second peak force, time to propulsive peak force, first peak vertical force, braking peak force, propulsive peak force, vertical impulse, braking impulse, and propulsive impulse. Interaction effects of limb and condition were found in first peak vertical force, propulsive peak force, braking impulse, and propulsive impulse. CONCLUSIONS Adaptations of force generation in the LL and TL were found to involve adaptability to altered external environment during stepping in healthy young adults.
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Affiliation(s)
| | - Fuengfa Khobkhun
- Faculty of Physical Therapy, Mahidol University, Nakhon Pathom, Thailand
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Santhiranayagam BK, Lai DTH, Sparrow WA, Begg RK. Minimum toe clearance events in divided attention treadmill walking in older and young adults: a cross-sectional study. J Neuroeng Rehabil 2015; 12:58. [PMID: 26162824 PMCID: PMC4499197 DOI: 10.1186/s12984-015-0052-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 06/26/2015] [Indexed: 11/05/2022] Open
Abstract
Background Falls in older adults during walking frequently occur while performing a concurrent task; that is, dividing attention to respond to other demands in the environment. A particularly hazardous fall-related event is tripping due to toe-ground contact during the swing phase of the gait cycle. The aim of this experiment was to determine the effects of divided attention on tripping risk by investigating the gait cycle event Minimum Toe Clearance (MTC). Methods Fifteen older adults (mean 73.1 years) and 15 young controls (mean 26.1 years) performed three walking tasks on motorized treadmill: (i) at preferred walking speed (preferred walking), (ii) while carrying a glass of water at a comfortable walking speed (dual task walking), and (iii) speed-matched control walking without the glass of water (control walking). Position-time coordinates of the toe were acquired using a 3 dimensional motion capture system (Optotrak NDI, Canada). When MTC was present, toe height at MTC (MTC_Height) and MTC timing (MTC_Time) were calculated. The proportion of non-MTC gait cycles was computed and for non-MTC gait cycles, toe-height was extracted at the mean MTC_Time. Results Both groups maintained mean MTC_Height across all three conditions. Despite greater MTC_Height SD in preferred gait, the older group reduced their variability to match the young group in dual task walking. Compared to preferred speed walking, both groups attained MTC earlier in dual task and control conditions. The older group’s MTC_Time SD was greater across all conditions; in dual task walking, however, they approximated the young group’s SD. Non-MTC gait cycles were more frequent in the older group across walking conditions (for example, in preferred walking: young – 2.9 %; older - 18.7 %). Conclusions In response to increased attention demands older adults preserve MTC_Height but exercise greater control of the critical MTC event by reducing variability in both MTC_Height and MTC_Time. A further adaptive locomotor control strategy to reduce the likelihood of toe-ground contacts is to attain higher mid-swing clearance by eliminating the MTC event, i.e. demonstrating non-MTC gaits cycles.
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Affiliation(s)
- Braveena K Santhiranayagam
- Institute of Sport, Exercise and Active Living (ISEAL), Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia. .,College of Sport & Exercise Science, Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia.
| | - Daniel T H Lai
- Institute of Sport, Exercise and Active Living (ISEAL), Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia. .,College of Engineering & Science, Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia.
| | - W A Sparrow
- Institute of Sport, Exercise and Active Living (ISEAL), Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia. .,College of Sport & Exercise Science, Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia.
| | - Rezaul K Begg
- Institute of Sport, Exercise and Active Living (ISEAL), Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia. .,College of Sport & Exercise Science, Victoria University, PO Box 14428, Melbourne, Victoria, 8001, Australia.
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Beurskens R, Wilken JM, Dingwell JB. Dynamic stability of individuals with transtibial amputation walking in destabilizing environments. J Biomech 2014; 47:1675-81. [PMID: 24679710 DOI: 10.1016/j.jbiomech.2014.02.033] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Revised: 02/25/2014] [Accepted: 02/25/2014] [Indexed: 10/25/2022]
Abstract
Lower limb amputation substantially disrupts motor and proprioceptive function. People with lower limb amputation experience considerable impairments in walking ability, including increased fall risk. Understanding the biomechanical aspects of the gait of these patients is crucial in improving their gait function and their quality of life. In the present study, 9 persons with unilateral transtibial amputation and 13 able-bodied controls walked on a large treadmill in a Computer Assisted Rehabilitation Environment (CAREN). While walking, subjects were either not perturbed, or were perturbed either by continuous mediolateral platform movements or by continuous mediolateral movements of the visual scene. Means and standard deviations of both step lengths and step widths increased significantly during both perturbation conditions (all p<0.001) for both groups. Measures of variability, local and orbital dynamic stability of trunk movements likewise exhibited large and highly significant increases during both perturbation conditions (all p<0.001) for both groups. Patients with amputation exhibited greater step width variability (p=0.01) and greater trunk movement variability (p=0.04) during platform perturbations, but did not exhibit greater local or orbital instability than healthy controls for either perturbation conditions. Our findings suggest that, in the absence of other co-morbidities, patients with unilateral transtibial amputation appear to retain sufficient sensory and motor function to maintain overall upper body stability during walking, even when substantially challenged. Additionally, these patients did not appear to rely more heavily on visual feedback to maintain trunk stability during these walking tasks.
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Affiliation(s)
- Rainer Beurskens
- Department of Kinesiology & Health Education, University of Texas, Austin, TX 78712, USA
| | - Jason M Wilken
- Military Performance Lab, Department of Orthopaedics and Rehabilitation, Brooke Army Medical Center, Ft. Sam Houston, TX 78234, USA
| | - Jonathan B Dingwell
- Department of Kinesiology & Health Education, University of Texas, Austin, TX 78712, USA.
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Gates DH, Scott SJ, Wilken JM, Dingwell JB. Frontal plane dynamic margins of stability in individuals with and without transtibial amputation walking on a loose rock surface. Gait Posture 2013; 38:570-5. [PMID: 23481866 PMCID: PMC3720773 DOI: 10.1016/j.gaitpost.2013.01.024] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2012] [Revised: 01/23/2013] [Accepted: 01/30/2013] [Indexed: 02/02/2023]
Abstract
Uneven walking surfaces pose challenges to balance, especially in individuals with lower extremity amputation. The purpose of this study was to determine if lateral stability of persons with unilateral transtibial amputation (TTA) is compromised when walking on a loose rock surface. Thirteen TTA and 15 healthy controls walked over level ground and over a loose rock surface at four controlled speeds. Dependent measures, including medial-lateral center of mass (COM) motion, step width variability, lateral arm swing velocity, and mean and variability of the minimum margins of stability (MOSmin), were compared between subject groups and across conditions. TTA had greater average MOSmin than Control subjects (p=0.018). TTA exhibited decreased MOSmin on their prosthetic limbs compared to their intact limbs (p=0.036), while Control subjects did not exhibit side to side differences. Both groups increased MOSmin with increasing walking speed (p≤0.001). There was no difference in the average MOSmin between walking surfaces (p=0.724). However, the variability of MOSmin was greater on the rocks compared to level ground. Both subject groups increased step width, step width variability, COM range of motion and peak COM velocity when walking on the rock surface. TTA exhibited greater variability of both step width and MOSmin, which suggests that they made larger step-to-step corrective responses, more often, to achieve the same average result.
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Affiliation(s)
- Deanna H. Gates
- Center for the Intrepid, Department of Orthopaedics and Rehabilitation, San Antonio Military Medical Center, Ft. Sam Houston, TX 78234, USA
| | | | - Jason M. Wilken
- Center for the Intrepid, Department of Orthopaedics and Rehabilitation, San Antonio Military Medical Center, Ft. Sam Houston, TX 78234, USA
| | - Jonathan B. Dingwell
- Department of Kinesiology & Health Education, University of Texas, Austin, TX 78712, USA,Corresponding author: Tel.: +1 512 232 1782; fax: +1 512 471 8914,
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Krasovsky T, Lamontagne A, Feldman AG, Levin MF. Effects of walking speed on gait stability and interlimb coordination in younger and older adults. Gait Posture 2013; 39:378-85. [PMID: 24008010 DOI: 10.1016/j.gaitpost.2013.08.011] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Revised: 06/12/2013] [Accepted: 08/09/2013] [Indexed: 02/02/2023]
Abstract
Many falls in older adults occur during walking following trips. Following a trip, older adults take longer than younger adults to recover steady-state walking. Although faster gait speed may improve interlimb coordination, it may also increase fall risk in older adults. We hypothesized that older adults would take longer than younger adults to recover from an unexpected perturbation during gait especially when walking faster. Twelve younger (26.3 ± 4.4 years) and 12 older adults (68.5 ± 3.4 years) walked at comfortable, faster and slower speeds when movement of the dominant leg was unexpectedly arrested for 250 ms at 20% swing length. Gait stability was evaluated using the short- and longer-term response to perturbation. In both groups, walking faster diminished the occurrence of elevation and increased that of leg lowering. Older adults took longer than younger adults to recover steady-state walking at all speeds (3.36 ± 0.11 vs. 2.89 ± 0.08 strides) but longer-term recovery of gait stability was not related to gait speed. Arm-leg and inter-arm coordination improved with increasing gait speed in both groups, but older adults had weaker inter-leg coupling following perturbation at all speeds. Although both younger and older adults used speed appropriate responses immediately following perturbation, longer duration of recovery of steady-state walking in older adults may increase fall risk in uncontrolled situations, regardless of gait speed. Recovery from perturbation when walking faster was associated with better interlimb coordination, but not with better gait stability. This indicates that interlimb coordination and gait stability may be distinct features of locomotion.
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Affiliation(s)
- Tal Krasovsky
- School of Physical and Occupational Therapy, McGill University, Montreal, Quebec, Canada; Centre for Interdisciplinary Research in Rehabilitation, Montreal, Quebec, Canada
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Roos PE, Dingwell JB. Influence of neuromuscular noise and walking speed on fall risk and dynamic stability in a 3D dynamic walking model. J Biomech 2013; 46:1722-8. [PMID: 23659911 DOI: 10.1016/j.jbiomech.2013.03.032] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Revised: 03/20/2013] [Accepted: 03/30/2013] [Indexed: 11/29/2022]
Abstract
Older adults and those with increased fall risk tend to walk slower. They may do this voluntarily to reduce their fall risk. However, both slower and faster walking speeds can predict increased risk of different types of falls. The mechanisms that contribute to fall risk across speeds are not well known. Faster walking requires greater forward propulsion, generated by larger muscle forces. However, greater muscle activation induces increased signal-dependent neuromuscular noise. These speed-related increases in neuromuscular noise may contribute to the increased fall risk observed at faster walking speeds. Using a 3D dynamic walking model, we systematically varied walking speed without and with physiologically-appropriate neuromuscular noise. We quantified how actual fall risk changed with gait speed, how neuromuscular noise affected speed-related changes in fall risk, and how well orbital and local dynamic stability measures predicted changes in fall risk across speeds. When we included physiologically-appropriate noise to the 'push-off' force in our model, fall risk increased with increasing walking speed. Changes in kinematic variability, orbital, and local dynamic stability did not predict these speed-related changes in fall risk. Thus, the increased neuromuscular variability that results from increased signal-dependent noise that is necessitated by the greater muscular force requirements of faster walking may contribute to the increased fall risk observed at faster walking speeds. The lower fall risk observed at slower speeds supports experimental evidence that slowing down can be an effective strategy to reduce fall risk. This may help explain the slower walking speeds observed in older adults and others.
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Affiliation(s)
- Paulien E Roos
- Arthritis Research UK Biomechanics and Bioengineering Centre, Division School of Healthcare Studies, Cardiff University, Cardiff, CF14 4XN, UK
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