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Fidan O, Kiloatar H, Colak E, Oskay D. Effects of group-based virtual reality training on activities of daily living and functional outcomes in older adults: a randomised control trial. Disabil Rehabil Assist Technol 2025; 20:1044-1055. [PMID: 39570714 DOI: 10.1080/17483107.2024.2431051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 11/11/2024] [Indexed: 05/16/2025]
Abstract
Virtual reality training (VRT), a fun, inexpensive and accessible technology, has the potential to improve activities of daily living (ADL) and functional status in older adults. The potential impact of VRT can be increased through group-based training. The aim of this study was to investigate the effect of group- based VRT on ADL and functional outcomes in older adults over 65 years of age. Forty-three older adults included in the study were randomized into three groups (group- based VRT, individual VRT and control group). VRT was performed with Xbox 360 Kinect twice a week for 8 weeks. Each session lasted 45 min. Physical activity level, satisfaction level with physical activity, mood, mobility and balance performance, functional exercise capacity and ADL were evaluated. 36 people completed the study. A significant group × time interaction was found in Timed Up and Go test (TUG) (F [2, 57] = 8.60; η2= 0.004, P= <.001) and in Single Leg Stance Test (SLST)) (F [2, 57] = 5.69; η2= 8.509 × 10-4, P= <.007). After 8 weeks group- based VRT showed better scores in overall TUG (p < .001) and SLST (p= .015), whereas individual VRT and control group did not exhibit significant changes. Our results suggested that 8 weeks group- based VRT could improve mobility and balance performance in older adults.
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Affiliation(s)
- Oznur Fidan
- Department of Physiotherapy and Rehabilitation, Eskisehir Osmangazi University, Eskisehir, Turkey
| | - Humeyra Kiloatar
- Department of Physiotherapy and Rehabilitation, Kutahya Health Sciences University, Kutahya, Turkey
| | - Ertugrul Colak
- Department of Biostatistics, Eskisehir Osmangazi University, Eskisehir, Turkey
| | - Deran Oskay
- Department of Physiotherapy and Rehabilitation, Gazi University, Ankara, Turkey
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Chen Y, Huang T, Li Z, Wang P, Cheng Z, Xie C, Zhang Y, Wang K. Effects of Exercise Intervention on Functional Mobility among Older Adults with Cognitive Impairment: A Quantitative Evidence. J Am Med Dir Assoc 2025; 26:105516. [PMID: 39986335 DOI: 10.1016/j.jamda.2025.105516] [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: 09/17/2024] [Revised: 01/10/2025] [Accepted: 01/11/2025] [Indexed: 02/24/2025]
Abstract
OBJECTIVES This meta-analysis aimed to assess the effect of exercise interventions on functional mobility among older adults with cognitive impairments such as dementia or mild cognitive impairment, followed by further investigation on the possible moderators of exercise-induced effects on this outcome. DESIGN A meta-analysis of controlled trials on exercise interventions reporting functional mobility outcomes was conducted. PubMed, Embase, EBSCO, SPORTDiscus, and Web of Science were searched for relevant studies published in English-language journals through July 2024. SETTING AND PARTICIPANTS Clinical and community settings across 15 countries, including a total of 1104 older adults with cognitive impairment, were involved in the study. METHODS We computed pooled effect sizes based on standardized mean difference (SMD) using the random-effects models. The subgroup analyses and meta-regression were conducted for multiple moderating variables (eg, exercise, sample, and study characteristics). The study quality was evaluated using the Physiotherapy Evidence Database Scale. RESULTS This meta-analysis finally included 22 studies. Results revealed that exercise interventions effectively improved functional mobility as compared with that of the control group (SMD, -0.42; 95% CI, -0.61 to -0.24; P < .001). Exercise intervention characteristics (ie, weekly training frequency and session duration) and sample characteristic (ie, percentage of women) moderated the exercise-induced effects on this interesting outcome. Subgroup analyses showed intervention with low frequency (1-2 times/wk) (SMD, -0.71; 95% CI, -1.01 to -0.42; P < .001) had a larger improvement in mobility, followed by medium frequency (SMD, -0.33; 95% CI, -0.56 to -0.10; P < .01). In addition, interventions with a session duration of > 60 minutes (SMD, -0.60; 95% CI, -0.84 to -0.36; P < .001) and 45 to 60 minutes (SMD, -0.60; 95% CI, -0.91 to -0.29; P < .001) had a significant improvement in mobility. Moreover, exercise training had a significant improvement in mobility for studies with a high percentage of women (SMD, -0.49; 95% CI, -0.67 to -0.31; P < .001). CONCLUSIONS AND IMPLICATIONS Exercise intervention is a promising way to improve functional mobility among older adults with cognitive impairment. Further evidence suggests that larger effects were observed in exercise intervention features of more than 45-minute session duration 1 to 3 times a week for at least 6 weeks regardless of exercise type. In addition, women benefit more from exercise interventions than men. Our study highlights that health care providers should prioritize integrating structured exercise programs into routine care for this population.
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Affiliation(s)
- Yanxia Chen
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Tao Huang
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Zhizhong Li
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Peisi Wang
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Zhihui Cheng
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, Shenzhen, China; Faculty of Education, Shenzhen University, Shenzhen, China
| | - Chun Xie
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Yuhan Zhang
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Kun Wang
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China.
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Ying J, Zhang L, Yang C, Jia Y, Zheng P. Relationship between physical performance and physical activity among community older adults: The suppressing effects of loneliness and perceived neighborhood environment. Geriatr Nurs 2025; 62:149-154. [PMID: 39923726 DOI: 10.1016/j.gerinurse.2025.01.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 11/25/2024] [Accepted: 01/27/2025] [Indexed: 02/11/2025]
Abstract
This study aims to explore the role of loneliness and perceived neighborhood environment in the relationship between physical performance and physical activity among community older adults. A total of 740 older adults were recruited to complete a survey and a physical performance test. Path analysis and bootstrap analysis were performed to explore whether there were conditional indirect effects of loneliness and perceived neighborhood environment on physical activity. The results showed that physical performance had statistically significant positive effects on physical activity (total effect: β=0.378, P < 0.001;direct effect: β=0.523, P < 0.001), the association was mediated by loneliness (β=-0.098, P < 0.001)) and perceived neighborhood environment (β=-0.047, P < 0.05). Older adults would engage in more physical activities if they lived in a friendly neighborhood environment. Meanwhile, attention and social support should be provided to alleviate their loneliness and to promote their physical activity.
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Affiliation(s)
- Jiali Ying
- Key Laboratory of Public Health Safety, Department of Preventive Medicine and Health Education, School of Public Health, Fudan University, Shanghai 200032, PR China; Fudan University Pudong Institute of Preventive Medicine, Department of Cancer & Injury Control and Prevention, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai 200136, PR China
| | - Li Zhang
- Fudan University Pudong Institute of Preventive Medicine, Department of Cancer & Injury Control and Prevention, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai 200136, PR China
| | - Chen Yang
- Fudan University Pudong Institute of Preventive Medicine, Department of Cancer & Injury Control and Prevention, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai 200136, PR China
| | - Yingnan Jia
- Key Laboratory of Public Health Safety, Department of Preventive Medicine and Health Education, School of Public Health, Fudan University, Shanghai 200032, PR China
| | - Pinpin Zheng
- Key Laboratory of Public Health Safety, Department of Preventive Medicine and Health Education, School of Public Health, Fudan University, Shanghai 200032, PR China.
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Moeller T, Beyerlein M, Herzog M, Barisch-Fritz B, Marquardt C, Dežman M, Mombaur K, Asfour T, Woll A, Stein T, Krell-Roesch J. Human motor performance assessment with lower limb exoskeletons as a potential strategy to support healthy aging-a perspective article. PROGRESS IN BIOMEDICAL ENGINEERING (BRISTOL, ENGLAND) 2025; 7:013001. [PMID: 39774104 DOI: 10.1088/2516-1091/ada333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 12/24/2024] [Indexed: 01/11/2025]
Abstract
With increasing age, motor performance declines. This decline is associated with less favorable health outcomes such as impaired activities of daily living, reduced quality of life, or increased mortality. Through regular assessment of motor performance, changes over time can be monitored, and targeted therapeutic programs and interventions may be informed. This can ensure better individualization of any intervention approach (e.g. by considering the current motor performance status of a person) and thus potentially increase its effectiveness with regard to maintaining current performance status or delaying further decline. However, in older adults, motor performance assessment is time consuming and requires experienced examiners and specific equipment, amongst others. This is particularly not feasible in care facility/nursing home settings. Wearable robotic devices, such as exoskeletons, have the potential of being used to assess motor performance and provide assistance during physical activities and exercise training for older adults or individuals with mobility impairments, thereby potentially enhancing motor performance. In this manuscript, we aim to (1) provide a brief overview of age-related changes of motor performance, (2) summarize established clinical and laboratory test procedures for the assessment of motor performance, (3) discuss the possibilities of translating established test procedures into exoskeleton-based procedures, and (4) highlight the feasibility, technological requirements and prerequisites for the assessment of human motor performance using lower limb exoskeletons.
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Affiliation(s)
- Tobias Moeller
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Melina Beyerlein
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Michael Herzog
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Bettina Barisch-Fritz
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Charlotte Marquardt
- Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Miha Dežman
- Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Katja Mombaur
- Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Tamim Asfour
- Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Alexander Woll
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Thorsten Stein
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Janina Krell-Roesch
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
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Domingues VL, Makhoul MP, de Freitas TB, Polese JC, Silva-Batista C, Barbieri FA, Torriani-Pasin C. Factors Associated With Physical Activity and Sedentary Behavior in People With Parkinson Disease: A Systematic Review and Meta-Analysis. Phys Ther 2024; 104:pzae114. [PMID: 39126377 DOI: 10.1093/ptj/pzae114] [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: 07/17/2023] [Revised: 01/05/2024] [Accepted: 03/21/2024] [Indexed: 08/12/2024]
Abstract
OBJECTIVE The goal of this review was to investigate factors associated with physical activity and sedentary behavior in people with Parkinson disease (PD). The magnitude of these associations was investigated in line with the International Classification of Functioning, Disability and Health components. METHODS A systematic literature review was conducted until February 2023, searching four databases (PubMed, EMBASE, Web of Science, and Scopus) for original articles investigating associations with physical activity or sedentary behavior in people with PD. Two independent researchers performed data extraction, and the risk of bias in the included studies was assessed using the Quality in Prognosis Studies tool. Meta-analyses were conducted to determine the magnitude of the associations, and significant regression models from the included studies were described. RESULTS Forty-two studies were included. Twenty-one factors associated with overall physical activity were identified. Higher levels of physical activity had a small association with cognition and body mass index and a fair association with 17 factors related to self-efficacy, physical function, mobility, quality of life, age, PD symptoms, and more. Better manual dexterity and functional gait had moderate to good associations with higher levels of physical activity. The regression model with the higher magnitude was composed mostly of contextual factors, except for the body max index. The magnitude of factors associated with physical activity intensity or sedentary behavior could not be identified. CONCLUSION Functional gait and manual dexterity were the strongest factors related to physical activity in people with PD. Further investigation is needed to understand the factors associated with physical activity intensity and sedentary behavior. IMPACT This study emphasizes the significance of considering contextual factors alongside body function and structure, activity and participation, and the health condition to enhance physical activity improvement during the rehabilitation process. By adopting such a holistic approach, rehabilitation professionals can optimize the overall health and well-being of individuals with Parkinson disease.
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Affiliation(s)
- Vitoria L Domingues
- Motor Behavior Laboratory (LACOM), Department of Pedagogy of Human Body Movement, School of Physical Education and Sport, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Marina P Makhoul
- Motor Behavior Laboratory (LACOM), Department of Pedagogy of Human Body Movement, School of Physical Education and Sport, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Tatiana B de Freitas
- Motor Behavior Laboratory (LACOM), Department of Pedagogy of Human Body Movement, School of Physical Education and Sport, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Janaine C Polese
- NeuroGroup, Department of Physiotherapy, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
| | - Carla Silva-Batista
- Balance Disorders Laboratory, Department of Neurology, Oregon Health and Science University, Portland, Oregon, USA
| | - Fabio A Barbieri
- Human Movement Research Laboratory (MOVI-LAB), Department of Physical Education, School of Sciences, São Paulo State University (Unesp), Bauru, SP, Brazil
| | - Camila Torriani-Pasin
- Motor Behavior Laboratory (LACOM), Department of Pedagogy of Human Body Movement, School of Physical Education and Sport, University of São Paulo (USP), São Paulo, SP, Brazil
- Neurorehabilitation, Exercise Science and Learning (NEUROEXCEL), Department of Physical Therapy and Movement Sciences, The University of Texas at El Paso, El Paso, Texas, USA
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Benady A, Zadik S, Lustig A, Gilaie-Dotan S, Plotnik M. The effect of virtual visual scene inclination transitions on gait modulation in healthy older versus young adults-A virtual reality study. PLoS One 2024; 19:e0311315. [PMID: 39630690 PMCID: PMC11616833 DOI: 10.1371/journal.pone.0311315] [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: 06/19/2024] [Accepted: 09/17/2024] [Indexed: 12/07/2024] Open
Abstract
Bipedal locomotion requires body adaptation to maintain stability after encountering a transition to incline walking. A major part of this adaptation is reflected by adjusting walking speed. When transitioning to uphill walking, people exert more energy to counteract gravitational forces pulling them backward, while when transitioning to downhill walking people break to avoid uncontrolled acceleration. These behaviors are affected by body-based (proprioception and vestibular) cues as well as by visual cues. Since older age adversely affects walking, it is unclear whether older adults rely on vision during locomotion in a similar manner to younger individuals. In this study, we tested whether the influence of visual cues on these walking speed modulations in healthy older adults (60-75 years old, N = 15) were comparable to those found in healthy young adults (20-40 years old, N = 12). Using a fully immersive virtual-reality system embedded with a self-paced treadmill and projected visual scene, we manipulated the inclinations of both the treadmill and the visual scene in an independent manner, and measured participants walking speed. In addition, we also measured individual visual field dependency using the rod and frame test. The older adults presented the expected braking (decelerating) and exertion (accelerating) effects, in response to downhill and uphill visual illusions, respectively, in a similar manner to the young group. Furthermore, we found a significant correlation between the magnitude of walking speed modulation and visual field dependency in each of the groups with significantly higher visual field dependency in older adults. These results suggest that with aging individuals maintain their reliance on the visual system to modulate their gait in accordance with surface inclination in a manner similar to that of younger adults.
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Affiliation(s)
- Amit Benady
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- School of Optometry and Vision Science, Bar Ilan University, Ramat Gan, Israel
- Orthopedic Department, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Anatomy and Anthropology Department, School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sean Zadik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
| | - Adi Lustig
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sharon Gilaie-Dotan
- School of Optometry and Vision Science, Bar Ilan University, Ramat Gan, Israel
- UCL Institute of Cognitive Neuroscience, London, United Kingdom
- The Gonda Multidisciplinary Brain Research Center, Bar Ilan University, Ramat Gan, Israel
| | - Meir Plotnik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- The Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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7
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Collimore AN, Pohlig RT, Awad LN. Minimum Electromyography Sensor Set Needed to Identify Age-Related Impairments in the Neuromuscular Control of Walking Using the Dynamic Motor Control Index. SENSORS (BASEL, SWITZERLAND) 2024; 24:7442. [PMID: 39685979 DOI: 10.3390/s24237442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 10/24/2024] [Accepted: 11/10/2024] [Indexed: 12/18/2024]
Abstract
The dynamic motor control index is an emerging biomarker of age-related neuromuscular impairment. To date, it has been computed by quantifying the co-activity of eleven lower limb muscles. Because clinics that routinely employ electromyography typically collect from fewer muscles, a reduced muscle sensor set may improve the clinical usability of this metric of motor control. This study aimed to test if commonly used eight- and five-muscle electromyography (EMG) sensor sets produce similar dynamic motor control indices as the previously examined eleven-muscle sensor set and similarly differentiate across age subgroups. EMG data were collected during treadmill walking from 36 adults separated into young (N = 18, <35 yrs.), young-old (N = 13, 65-74 yrs.), and old-old (N = 5, ≥75 yrs.) subgroups. Dynamic motor control indices generated using the sensor set with eleven muscles correlated with the eight-muscle set (R2 = 0.70) but not the five-muscle set (R2 = 0.30). Regression models using the eleven-muscle (χ2(4) = 10.62, p = 0.031, Nagelkerke R2 = 0.297) and eight-muscle (χ2(4) = 9.418, p = 0.051, Nagelkerke R2 = 0.267) sets were significant and approaching significance, respectively, whereas the model for the five-muscle set was not significant (p = 0.663, Nagelkerke R2 = 0.073). In both the eleven-muscle (Wald χ2 = 5.16, p = 0.023, OR = 1.26) and eight-muscle models (Wald χ2 = 4.20, p = 0.04, OR = 1.19), a higher index significantly predicted being in the young group compared to the old-old group. Age-related differences in the neuromuscular control of walking can be detected using dynamic motor control indices generated using eleven- and eight-muscle sensor sets, increasing clinical usability of the dynamic motor control index.
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Affiliation(s)
- Ashley N Collimore
- Department of Physical Therapy, Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA 02215, USA
| | - Ryan T Pohlig
- Biostatistics Core Facility, University of Delaware, Newark, DE 19713, USA
| | - Louis N Awad
- Department of Physical Therapy, Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA 02215, USA
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Grosboillot N, Gallou-Guyot M, Lamontagne A, Bonnyaud C, Perrot A, Allali G, Perrochon A. Towards a comprehensive framework for complex walking tasks: Characterization, behavioral adaptations, and clinical implications in ageing and neurological populations. Ageing Res Rev 2024; 101:102458. [PMID: 39153599 DOI: 10.1016/j.arr.2024.102458] [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: 03/12/2024] [Accepted: 08/14/2024] [Indexed: 08/19/2024]
Abstract
Complex walking tasks, including change of direction, patterns and rhythms, require more attentional resources than simple walking and significantly impact walking performance, especially among ageing and neurological populations. More studies have been focusing on complex walking situations, with or without the addition of cognitive tasks, creating a multitude of walking situations. Given the lack of a clear and extensive definition of complex walking, this narrative review aims to identify and more precisely characterize situations and related tests, improve understanding of behavioral adaptations in ageing and neurological populations, and report the clinical applications of complex walking. Based on the studies collected, we are proposing a framework that categorizes the different forms of complex walking, considering whether a cognitive task is added or not, as well as the number of distinct objectives within a given situation. We observed that combining complex walking tasks with a cognitive assignment places even greater strain on attentional resources, resulting in a more pronounced decline in walking and/or cognitive performance. This work highlights the relevance of complex walking as a simple tool for early detection of cognitive impairments and risk of falls, and its potential value in cognitive-motor rehabilitation. Future studies should explore various complex walking tasks in ageing and neurological populations, under varied conditions in real-life or in extended virtual environments.
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Affiliation(s)
- N Grosboillot
- Université de Limoges, HAVAE, UR 20217, Limoges F-87000, France
| | - M Gallou-Guyot
- Université de Limoges, HAVAE, UR 20217, Limoges F-87000, France; Department of Human Life and Environmental Sciences, Ochanomizu University, Tokyo, Japan; Graduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo-ku, Tokyo 113-8657, Japan
| | - A Lamontagne
- School of Physical and Occupational Therapy, McGill University, Montreal, Canada; Centre for Interdisciplinary Research in Rehabilitation of Greater Montreal, Jewish Rehabilitation Site-CISSS Laval, Laval, Canada
| | - C Bonnyaud
- Laboratoire d'analyse du mouvement, Explorations fonctionnelles, Hôpital Raymond Poincaré Garches, GHU Paris Saclay APHP, France; Université Paris-Saclay, UVSQ, Erphan Research unit, Versailles 78000, France
| | - A Perrot
- CIAMS, Université Paris Saclay, Orsay, France
| | - G Allali
- Leenaards Memory Center, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - A Perrochon
- Université de Limoges, HAVAE, UR 20217, Limoges F-87000, France.
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Perez-Lasierra JL, Azpíroz-Puente M, Alfaro-Santafé JV, Almenar-Arasanz AJ, Alfaro-Santafé J, Gómez-Bernal A. Sarcopenia screening based on the assessment of gait with inertial measurement units: a systematic review. BMC Geriatr 2024; 24:863. [PMID: 39443871 PMCID: PMC11515692 DOI: 10.1186/s12877-024-05475-3] [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: 12/27/2023] [Accepted: 10/15/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND Gait variables assessed by inertial measurement units (IMUs) show promise as screening tools for aging-related diseases like sarcopenia. The main aims of this systematic review were to analyze and synthesize the scientific evidence for screening sarcopenia based on gait variables assessed by IMUs, and also to review articles that investigated which gait variables assessed by IMUs were related to sarcopenia. METHODS Six electronic databases (PubMed, SportDiscus, Web of Science, Cochrane Library, Scopus and IEEE Xplore) were searched for journal articles related to gait, IMUs and sarcopenia. The search was conducted until December 5, 2023. Titles, abstracts and full-length texts for studies were screened to be included. RESULTS A total of seven articles were finally included in this review. Despite some methodological variability among the included studies, IMUs demonstrated potential as effective tools for detecting sarcopenia when coupled with artificial intelligence (AI) models, which outperformed traditional statistical methods in classification accuracy. The findings suggest that gait variables related to the stance phase such as stance duration, double support time, and variations between feet, are key indicators of sarcopenia. CONCLUSIONS IMUs could be useful tools for sarcopenia screening based on gait analysis, specifically when artificial intelligence is used to process the recorded data. However, more development and research in this field is needed to provide an effective screening tool for doctors and health systems.
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Affiliation(s)
- Jose Luis Perez-Lasierra
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain
- Facultad de Ciencias de la Salud, Universidad San Jorge, Villanueva de Gállego, Zaragoza, 50830, Spain
| | - Marina Azpíroz-Puente
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain
| | - José-Víctor Alfaro-Santafé
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain
- Department of Podiatry, Faculty of Health Sciences, Manresa University, Manresa, Spain
| | - Alejandro-Jesús Almenar-Arasanz
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain
- Facultad de Ciencias de la Salud, Universidad San Jorge, Villanueva de Gállego, Zaragoza, 50830, Spain
| | - Javier Alfaro-Santafé
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain
- Department of Podiatry, Faculty of Health Sciences, Manresa University, Manresa, Spain
| | - Antonio Gómez-Bernal
- Podoactiva Research & Development Department, Biomechanical Unit, Parque Tecnológico Walqa Ctra. N330a Km 566, Cuarte, Huesca, Spain.
- Department of Podiatry, Faculty of Health Sciences, Manresa University, Manresa, Spain.
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10
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Kuo FL, Liao ZY, Liao PC, Wang HH. Impact of community-based precision functional training on older adults' walking and cognitive abilities in rural Taiwan: a pre-posttest study. BMC Geriatr 2024; 24:819. [PMID: 39394100 PMCID: PMC11468099 DOI: 10.1186/s12877-024-05422-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/30/2024] [Indexed: 10/13/2024] Open
Abstract
BACKGROUND Functional training is essential for maintaining the independence of older adults, especially in rural areas with limited resources. In this study, we assess the short-term and long-term impacts of the Precision Functional Training (PFT) program on mobility outcomes, specifically walking performance, and cognitive ability in community-dwelling older adults. The unique feature of this training program was its countywide, community-based, and tailored approach, designed to strengthen the functional abilities of older adults living in rural areas. METHODS 158 older adults aged 65 years and above were assessed in this one-group pre-posttest study conducted in 11 community care stations in Chiayi County, Taiwan. Participants had two follow-ups, with data collection on mobility and cognition. The 12-week PFT program, led by certified trainers, integrated aerobic, strength, and cognitive elements. Primary outcomes, including changes in gait, falls, and cognition, were analyzed using linear mixed effects and logit models. RESULTS Strengthening mobility is critical to slowing functional decline in older adults. The PFT program led to significant improvements in cognitive function and several gait parameters compared with the baseline. Participants with limited mobility showed enhanced activities of daily living 1-month post-training, but these gains did not persist at the 1-year mark. No significant differences were observed in fall occurrence and knee extension strength. CONCLUSIONS The training did not have a long-term effect; thus, more frequent practice may be necessary. Risk assessment and community-based interventions, particularly for older adults with a higher risk of falls, are recommended. Future prospective randomized controlled trials are needed to evaluate the PFT program's effectiveness in preserving mobility.
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Affiliation(s)
- Fang-Lin Kuo
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, 8, Xuefu W. Rd., Huwei Township, Yunlin County, 63247, Taiwan.
| | - Zih-Yong Liao
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, 8, Xuefu W. Rd., Huwei Township, Yunlin County, 63247, Taiwan
| | - Pei-Chun Liao
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, 8, Xuefu W. Rd., Huwei Township, Yunlin County, 63247, Taiwan
| | - Hsiu-Hua Wang
- Department of Athletic Sports, National Chung Cheng University, Chiayi County, Taiwan
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11
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Igusa T, Uchida H, Tsuchiya K, Sema S, Kaneko S, Yoshita T, Nagai S, Kobayashi T, Akiba T, Tanaka Y, Kikuchi S, Hirao K. Effects of rhythmic auditory stimulation on gait speed in older adult inpatients in a convalescent rehabilitation ward: a pilot randomized controlled trial. Eur Geriatr Med 2024; 15:1425-1435. [PMID: 38890234 DOI: 10.1007/s41999-024-01010-0] [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: 03/13/2024] [Accepted: 06/12/2024] [Indexed: 06/20/2024]
Abstract
PURPOSE To assess the impact of gait training with rhythmic auditory stimulation (RAS) on enhancing gait speed in older people admitted to a convalescent rehabilitation ward (CRW), compared to conventional gait training methods. METHODS The study was designed as a single-center, open-label, pilot, randomized, parallel-group study. Thirty older people admitted to CRW were divided into two groups: the experimental group, which received gait training with RAS (n = 15, females = 53.3%, mean age = 83.9, SD = 6.5), and the control group, which underwent usual gait training (n = 15, females = 60.0%, mean age = 81.3, SD = 8.4). Regardless of their assigned group, all participants underwent 30 min training sessions, five times a week, for 3 weeks. The primary outcome was the 10 m walk test (10mWT), and the secondary outcomes included the Medical Outcome Study 8-Item Short-Form Health Survey and the Japanese version of the modified Gait Efficacy Scale. All measurements were taken at baseline and again at week 3. RESULTS Results indicated that older people in CRWs in the experimental group showed significant improvements in their 10mWT (effect size - 1.02) compared to the control group. None of the secondary outcomes were significant. CONCLUSIONS This study suggests the preliminary effectiveness and feasibility of a gait practice intervention using RAS in a CRW. TRIAL REGISTRATION The University Hospital Medical Information Network (UMIN) Registered 1 October 2022 (UMIN000049089).
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Affiliation(s)
- Takumi Igusa
- Graduate School of Health Sciences, Gunma University, 3-39-22 Showa, Maebashi, Gunma, 371-8514, Japan
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Hiroyuki Uchida
- Graduate School of Health Sciences, Gunma University, 3-39-22 Showa, Maebashi, Gunma, 371-8514, Japan
- Department of Rehabilitation, Kurashiki Heisei Hospital, Kurashiki, Japan
| | - Kenji Tsuchiya
- Department of Rehabilitation, Faculty of Health Sciences, Nagano University of Health and Medicine, Nagano, Japan
| | - Shota Sema
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Shunsuke Kaneko
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Taiki Yoshita
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Sakyo Nagai
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Takuya Kobayashi
- Graduate School of Health Sciences, Gunma University, 3-39-22 Showa, Maebashi, Gunma, 371-8514, Japan
- Department of Rehabilitation, Japan Community Healthcare Organization, Gunma Chuo Hospital, Maebashi, Japan
| | - Takanari Akiba
- Department of Rehabilitation, Japan Community Healthcare Organization, Gunma Chuo Hospital, Maebashi, Japan
| | - Yukiko Tanaka
- Department of Rehabilitation, Medical Corporation Taiseikai, Uchida Hospital, Numata, Japan
| | - Senichiro Kikuchi
- Graduate School of Health Sciences, Gunma University, 3-39-22 Showa, Maebashi, Gunma, 371-8514, Japan
| | - Kazuki Hirao
- Graduate School of Health Sciences, Gunma University, 3-39-22 Showa, Maebashi, Gunma, 371-8514, Japan.
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12
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Brand YE, Kluge F, Palmerini L, Paraschiv-Ionescu A, Becker C, Cereatti A, Maetzler W, Sharrack B, Vereijken B, Yarnall AJ, Rochester L, Del Din S, Muller A, Buchman AS, Hausdorff JM, Perlman O. Self-supervised learning of wrist-worn daily living accelerometer data improves the automated detection of gait in older adults. Sci Rep 2024; 14:20854. [PMID: 39242792 PMCID: PMC11379690 DOI: 10.1038/s41598-024-71491-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 08/28/2024] [Indexed: 09/09/2024] Open
Abstract
Progressive gait impairment is common among aging adults. Remote phenotyping of gait during daily living has the potential to quantify gait alterations and evaluate the effects of interventions that may prevent disability in the aging population. Here, we developed ElderNet, a self-supervised learning model for gait detection from wrist-worn accelerometer data. Validation involved two diverse cohorts, including over 1000 participants without gait labels, as well as 83 participants with labeled data: older adults with Parkinson's disease, proximal femoral fracture, chronic obstructive pulmonary disease, congestive heart failure, and healthy adults. ElderNet presented high accuracy (96.43 ± 2.27), specificity (98.87 ± 2.15), recall (82.32 ± 11.37), precision (86.69 ± 17.61), and F1 score (82.92 ± 13.39). The suggested method yielded superior performance compared to two state-of-the-art gait detection algorithms, with improved accuracy and F1 score (p < 0.05). In an initial evaluation of construct validity, ElderNet identified differences in estimated daily walking durations across cohorts with different clinical characteristics, such as mobility disability (p < 0.001) and parkinsonism (p < 0.001). The proposed self-supervised method has the potential to serve as a valuable tool for remote phenotyping of gait function during daily living in aging adults, even among those with gait impairments.
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Affiliation(s)
- Yonatan E Brand
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Felix Kluge
- Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Luca Palmerini
- Department of Electrical, Electronic and Information Engineering Guglielmo Marconi, University of Bologna, Bologna, Italy
- Health Sciences and Technologies-Interdepartmental Center for Industrial Research (CIRI-SDV), University of Bologna, Bologna, Italy
| | - Anisoara Paraschiv-Ionescu
- Laboratory of Movement Analysis and Measurement, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland
| | - Clemens Becker
- Robert Bosch Gesellschaft für Medizinische Forschung, Stuttgart, Germany
- Unit Digitale Geriatrie, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Andrea Cereatti
- Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - Walter Maetzler
- Department of Neurology, University Medical Center Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Basil Sharrack
- Department of Neuroscience and Sheffield NIHR Translational Neuroscience BRC, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Beatrix Vereijken
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway
| | - Alison J Yarnall
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
- The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Lynn Rochester
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
- The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Silvia Del Din
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University, The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Arne Muller
- Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Aron S Buchman
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Jeffrey M Hausdorff
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Department of Physical Therapy, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Rush Alzheimer's Disease Center and Department of Orthopedic Surgery , Rush University, Chicago, IL, USA
| | - Or Perlman
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel.
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
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13
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Hayek R, Gutman I, Baranes G, Nudelman Y, Springer S. Smartphone-Based Sit-to-Stand Analysis for Mobility Assessment in Middle Age. Innov Aging 2024; 8:igae079. [PMID: 39391811 PMCID: PMC11465189 DOI: 10.1093/geroni/igae079] [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: 05/19/2024] [Indexed: 10/12/2024] Open
Abstract
Background and Objectives Mobility can decline in middle age and growing evidence highlights the importance of assessing mobility at this stage of life. Smartphone-based accelerometry during sit-to-stand has been shown to identify mobility impairments, but its utility in detecting subtle mobility deterioration in middle age has not been tested. This study aimed to examine whether smartphone-based accelerometry data measured during sit-to-stand tests performed on a regular chair and a cushioned sofa could be useful for detecting subtle changes in mobility in middle age. Research Design and Methods Twenty-three young (25.0 ± 2.5 years), 25 middle-aged (52.0 ± 5.2 years), and 17 older adults (70.0 ± 4.1 years) performed the 5-times sit-to-stand test on both a standard chair and a sofa. A smartphone attached to the participants' lower back was used to measure lower-limb muscle power, maximal vertical velocity (MVV) during rising, the duration of the total task and the subphase of transition from sitting to standing (SiToSt), and repetition variability using the dynamic time warping method. Results Middle-aged adults had reduced lower-limb muscle power compared to young adults (5.25 ± 1.08 vs 6.19 ± 1.38 W/kg, p = .034), being more pronounced on the sofa (6.23 ± 1.61 vs 8.08 ± 2.17 W/kg, p = .004). Differences between middle-aged and young adults in terms of MVV (p = .011) and SiToSt duration (p = .038) were only detected on the sofa, and the middle-aged adults showed less variability compared to the older adults on the chair (p = .018). There was no difference in total task duration between the middle-aged group and the young or older adults in either condition. Discussion and Implications Most common tests are limited in their ability to detect early mobility deterioration in midlife due to a ceiling effect. Our results, which show the potential of smartphone-based sit-to-stand assessment in detecting subtle mobility decline in midlife, could serve as a screening tool for this purpose.
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Affiliation(s)
- Roee Hayek
- The Neuromuscular and Human Performance Laboratory, Faculty of Health Sciences, Department of Physical Therapy, Ariel University, Ariel, Israel
| | - Itai Gutman
- The Neuromuscular and Human Performance Laboratory, Faculty of Health Sciences, Department of Physical Therapy, Ariel University, Ariel, Israel
| | - Guy Baranes
- The Neuromuscular and Human Performance Laboratory, Faculty of Health Sciences, Department of Physical Therapy, Ariel University, Ariel, Israel
| | - Yaniv Nudelman
- The Neuromuscular and Human Performance Laboratory, Faculty of Health Sciences, Department of Physical Therapy, Ariel University, Ariel, Israel
- Maccabi Healthcare Services, Tel-Aviv, Israel
| | - Shmuel Springer
- The Neuromuscular and Human Performance Laboratory, Faculty of Health Sciences, Department of Physical Therapy, Ariel University, Ariel, Israel
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14
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Fortunati M, Febbi M, Negro M, Gennaro F, D’Antona G, Crisafulli O. Lower-Limb Exoskeletons for Gait Training in Parkinson's Disease: The State of the Art and Future Perspectives. Healthcare (Basel) 2024; 12:1636. [PMID: 39201194 PMCID: PMC11353983 DOI: 10.3390/healthcare12161636] [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: 07/08/2024] [Revised: 08/07/2024] [Accepted: 08/14/2024] [Indexed: 09/02/2024] Open
Abstract
Gait dysfunction (GD) is a common impairment of Parkinson's disease (PD), which negatively impacts patients' quality of life. Among the most recent rehabilitation technologies, a lower-limb powered exoskeleton (LLEXO) arises as a useful instrument for gait training in several neurological conditions, including PD. However, some questions relating to methods of use, achievable results, and usefulness compared to traditional rehabilitation methodologies still require clear answers. Therefore, in this review, we aim to summarise and analyse all the studies that have applied an LLEXO to train gait in PD patients. Literature research on PubMed and Scopus retrieved five articles, comprising 46 PD participants stable on medications (age: 71.7 ± 3.7 years, 24 males, Hoehn and Yahr: 2.1 ± 0.6). Compared to traditional rehabilitation, low-profile lower-limb exoskeleton (lp-LLEXO) training brought major improvements towards walking capacity and gait speed, while there are no clear major benefits regarding the dual-task gait cost index and freezing of gait symptoms. Importantly, the results suggest that lp-LLEXO training is more beneficial for patients with an intermediate-to-severe level of disease severity (Hoehn and Yahr > 2.5). This review could provide a novel framework for implementing LLEXO in clinical practise, highlighting its benefits and limitations towards gait training.
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Affiliation(s)
- Matteo Fortunati
- Department of Industrial Engineering, University of Tor Vergata, 00133 Rome, Italy
- CRIAMS-Sport Medicine Centre Voghera, University of Pavia, 27058 Voghera, Italy
| | - Massimiliano Febbi
- Department of Industrial Engineering, University of Tor Vergata, 00133 Rome, Italy
- Laboratory for Rehabilitation, Medicine and Sport (LARM), 00133 Rome, Italy
| | - Massimo Negro
- CRIAMS-Sport Medicine Centre Voghera, University of Pavia, 27058 Voghera, Italy
| | - Federico Gennaro
- Department of Biomedical Sciences, University of Padua, 35131 Padua, Italy
| | - Giuseppe D’Antona
- CRIAMS-Sport Medicine Centre Voghera, University of Pavia, 27058 Voghera, Italy
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100 Pavia, Italy
| | - Oscar Crisafulli
- CRIAMS-Sport Medicine Centre Voghera, University of Pavia, 27058 Voghera, Italy
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15
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Liu W, Bai J. The correlation of gait and muscle activation characteristics with locomotion dysfunction grade in elderly individuals. Front Bioeng Biotechnol 2024; 12:1372757. [PMID: 39161347 PMCID: PMC11331308 DOI: 10.3389/fbioe.2024.1372757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 07/15/2024] [Indexed: 08/21/2024] Open
Abstract
Objective To investigate the differences and regularity of gait and muscle activation characteristics parameters in the Locomotion Dysfunction Grade (LDG) scale assessment in elderly individuals, and analyse the correlation between objective parameters and scale grading. Thus, to propose a novel detection mode for elderly individuals, which combined the LDG scale with objective detection. It can not only provide quantitative data for intelligent evaluation and rehabilitation, but also provided more accurate reference for the classification of care levels in elderly care policies. Methods Elderly individuals (n = 159) who underwent gait analysis and sEMG at the Chinese Rehabilitation Research Center from January 2019 to September 2023 were included. According to the LDG scale, the elderly individuals were divided into four groups, namely, the LDG4, LDG5, LDG6 groups and the healthy control group. Four indicators, namely, spatiotemporal, kinematic, dynamic gait parameters and muscle activation characteristics data, were collected. Changes in these characteristics of elderly individuals with lower extremity motor dysfunction were evaluated and analysed statistically. Results The spatiotemporal gait parameters were significantly lower in the LDG4, LDG5, LDG6 groups than in the healthy control group. The double support phase was positively correlated with the LDG, while the swing phase, step length and velocity were negatively correlated (P < 0.05). The movement angles of both hips, knees and ankles were significantly limited and negatively correlated with the LDG (P < 0.05). Compared with those in the healthy control group, the centre of pressure (COP) path length were greater, and the average COP velocity was significantly lower (P < 0.05) in the LDG4, LDG5, LDG6 groups. The regularity of muscle activation clearly changed. The root mean square of the gastrocnemius medialis was positively correlated with LDG (P < 0.05), while the tibialis anterior showed no regularity. Conclusion As the LDG increased, the differences in spatiotemporal, kinematic and dynamic gait parameters between elderly individuals with motor dysfunction and the healthy individuals gradually increased. The muscle activation characteristics parameters showed an abnormal activation pattern. These parameters were correlated with the LDG, providing a more comprehensive and objective assessment of lower extremity motor function in elderly individuals, improve assessment accuracy, and help accurate rehabilitation.
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Affiliation(s)
- Wen Liu
- Rehabilitation Medicine Center, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China
- China Rehabilitation Research Center, Department of Spine and Spinal Cord Surgery, Beijing Boai Hospital, Beijing, China
| | - Jinzhu Bai
- Rehabilitation Medicine Center, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China
- China Rehabilitation Research Center, Department of Spine and Spinal Cord Surgery, Beijing Boai Hospital, Beijing, China
- School of Rehabilitation Medicine, Capital Medical University, Beijing, China
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16
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Bermejo-García J, Romero-Sánchez F, Agujetas R, Sánchez FJA. Exoskeletons vs. exosuits: A comparative analysis using biological-based computer simulation. Comput Biol Med 2024; 178:108752. [PMID: 38889630 DOI: 10.1016/j.compbiomed.2024.108752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Interest in the design of gait assistance devices has experienced significant growth in recent years. Among various uses of assistive devices, those aimed at supporting the elderly have gained importance due to the rising population of this age group. METHODS This study aims to compare the efficacy of two types of assistive devices through musculoskeletal simulations. One case is an ideal device, simulating the motor actuation as it would be in a rigid exoskeleton, and, cable-assisted devices, simulating the assistance of an exosuit. The simulations were based on data obtained from 9 subjects. OpenSim, an open-source software, was employed to conduct the simulations. RESULTS Our findings indicate that the cable-assisted device outperforms the traditional exoskeleton by achieving a more significant reduction in the metabolic cost with relatively lower assistance power. CONCLUSION Cable-assisted gait assistance devices have shown comparable results to traditional exoskeletons, with the added advantage of improved performance through reduced power requirements.
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Affiliation(s)
- Javier Bermejo-García
- Universidad de Extremadura, Department of Mechanical Engineering, Energy and Materials, Av. de Elvas s/n, Badajoz, 06006, Spain.
| | - Francisco Romero-Sánchez
- Universidad de Extremadura, Department of Mechanical Engineering, Energy and Materials, Av. de Elvas s/n, Badajoz, 06006, Spain
| | - Rafael Agujetas
- Universidad de Extremadura, Department of Mechanical Engineering, Energy and Materials, Av. de Elvas s/n, Badajoz, 06006, Spain
| | - Francisco Javier Alonso Sánchez
- Universidad de Extremadura, Department of Mechanical Engineering, Energy and Materials, Av. de Elvas s/n, Badajoz, 06006, Spain
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Rekant J, Ortmeyer H, Giffuni J, Friedman B, Addison O. Physical Functioning, Physical Activity, and Variability in Gait Performance during the Six-Minute Walk Test. SENSORS (BASEL, SWITZERLAND) 2024; 24:4656. [PMID: 39066052 PMCID: PMC11280787 DOI: 10.3390/s24144656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 07/09/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024]
Abstract
Instrumenting the six-minute walk test (6MWT) adds information about gait quality and insight into fall risk. Being physically active and preserving multi-directional stepping abilities are also important for fall risk reduction. This analysis investigated the relationship of gait quality during the 6MWT with physical functioning and physical activity. Twenty-one veterans (62.2 ± 6.4 years) completed the four square step test (FSST) multi-directional stepping assessment, a gait speed assessment, health questionnaires, and the accelerometer-instrumented 6MWT. An activity monitor worn at home captured free-living physical activity. Gait measures were not significantly different between minutes of the 6MWT. However, participants with greater increases in stride time (ρ = -0.594, p < 0.01) and stance time (ρ = -0.679, p < 0.01) during the 6MWT reported lower physical functioning. Neither physical activity nor sedentary time were related to 6MWT gait quality. Participants exploring a larger range in stride time variability (ρ = 0.614, p < 0.01) and stance time variability (ρ = 0.498, p < 0.05) during the 6MWT required more time to complete the FSST. Participants needing at least 15 s to complete the FSST meaningfully differed from those completing the FSST more quickly on all gait measures studied. Instrumenting the 6MWT helps detect ranges of gait performance and provides insight into functional limitations missed with uninstrumented administration. Established FSST cut points identify aging adults with poorer gait quality.
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Affiliation(s)
- Julie Rekant
- Baltimore VA Medical Center, Baltimore Department of Physical Therapy and Rehabilitation Sciences, University of Maryland, Baltimore, MD 21201, USA; (H.O.); (J.G.); (B.F.); (O.A.)
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18
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Brito SAFD, Benfica PDAY, Aguiar LT, Gomes GDC, Faria CDCDM. A single trial of the five-repetition sit-to-stand test provides adequate measures in community-dwelling older adults: A cross-sectional study. J Bodyw Mov Ther 2024; 39:536-540. [PMID: 38876681 DOI: 10.1016/j.jbmt.2024.03.029] [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: 03/18/2022] [Revised: 01/30/2024] [Accepted: 03/11/2024] [Indexed: 06/16/2024]
Abstract
PURPOSE To investigate whether the number of trials would affect the results of the Five-Repetition Sit-to-Stand Test (5STSt) and its measurement properties in community-dwelling older adults. METHODS Three trials of the 5STSt, after familiarization, were performed by 50 older adults (69.9 ± 5.5 years). The one-way ANOVA was used to compare the number of trials of the 5STSt (the first trial, the best trial, the mean of two trials, and the mean of three trials). Intraclass Correlation Coefficient (ICC) was calculated to investigate inter-rater and test-retest reliabilities, and SEM and MDC95% were also calculated. The magnitude of the correlations was classified as very low≤0.25; low = 0.26-0.49; moderate = 0.50-0.69; high = 0.70-0.89; and very high = 0.90-1.00. (α = 0.05). RESULTS The values provided by different numbers of trials were similar in session-1 (F = 1.315; p = 0.271), as well as in session-2 (F = 0.668; p = 0.574). Inter-rater and test-retest reliabilities were significant and classified as moderate to high for all number of trials (0.63 CONCLUSION A single trial of the 5STSt can be used to evaluate community-dwelling older adults, which potentially decreases the evaluation time, fatigue, and the occurrence of pain.
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Affiliation(s)
| | | | - Larissa Tavares Aguiar
- Department of Physical Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
| | - Gisele de Cássia Gomes
- Department of Physical Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
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Dammeyer C, Nüesch C, Visscher RMS, Kim YK, Ismailidis P, Wittauer M, Stoffel K, Acklin Y, Egloff C, Netzer C, Mündermann A. Classification of inertial sensor-based gait patterns of orthopaedic conditions using machine learning: A pilot study. J Orthop Res 2024; 42:1463-1472. [PMID: 38341759 DOI: 10.1002/jor.25797] [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: 08/10/2023] [Revised: 12/21/2023] [Accepted: 01/19/2024] [Indexed: 02/13/2024]
Abstract
Elderly patients often have more than one disease that affects walking behavior. An objective tool to identify which disease is the main cause of functional limitations may aid clinical decision making. Therefore, we investigated whether gait patterns could be used to identify degenerative diseases using machine learning. Data were extracted from a clinical database that included sagittal joint angles and spatiotemporal parameters measured using seven inertial sensors, and anthropometric data of patients with unilateral knee or hip osteoarthritis, lumbar or cervical spinal stenosis, and healthy controls. Various classification models were explored using the MATLAB Classification Learner app, and the optimizable Support Vector Machine was chosen as the best performing model. The accuracy of discrimination between healthy and pathologic gait was 82.3%, indicating that it is possible to distinguish pathological from healthy gait. The accuracy of discrimination between the different degenerative diseases was 51.4%, indicating the similarities in gait patterns between diseases need to be further explored. Overall, the differences between pathologic and healthy gait are distinct enough to classify using a classical machine learning model; however, routinely recorded gait characteristics and anthropometric data are not sufficient for successful discrimination of the degenerative diseases.
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Affiliation(s)
- Constanze Dammeyer
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
- Department of Psychology and Sport Science, University of Bielefeld, Bielefeld, Germany
| | - Corina Nüesch
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland
| | - Rosa M S Visscher
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
- Institute for Biomechanics, ETH Zürich, Zürich, Switzerland
| | - Yong K Kim
- Institute for Biomechanics, ETH Zürich, Zürich, Switzerland
| | - Petros Ismailidis
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Matthias Wittauer
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Karl Stoffel
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Yves Acklin
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Christian Egloff
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
| | - Cordula Netzer
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
- Department of Spine Surgery, University Hospital Basel, Basel, Switzerland
| | - Annegret Mündermann
- Department of Orthopaedics and Traumatology, University Hospital Basel, Basel, Switzerland
- Department of Biomedical Engineering, University of Basel, Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
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20
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Wang C, Jin B, Lu A. Effects of Cognitive-Motor and Motor-Motor Dual Tasks on Gait Performance in Older Adults with Sarcopenia. Healthcare (Basel) 2024; 12:1206. [PMID: 38921320 PMCID: PMC11203043 DOI: 10.3390/healthcare12121206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 05/29/2024] [Accepted: 06/13/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND With the advent of global aging, the health of the older population has become a critical public health challenge. The purpose of this study was to investigate the effect of dual-tasking on gait performance in patients with sarcopenia. METHODS Thirty participants with sarcopenia (age: 70.73 ± 4.12 yr, MMSE score: 26.90 ± 3.00), including 14 males and 16 females, were selected according to the diagnostic criteria of the Asian Working Group on Sarcopenia. All participants were instructed to perform the gait test in three modes: single task (ST), cognitive-motor dual task (CMDT), and motor-motor dual task (MMDT). Statistical analyses were performed using one-way ANOVA to evaluate the effects of different task types on gait parameters of the participants. RESULTS (1) Compared with ST walking, gait frequency, step length, and step speed decreased, and the gait cycle and double-support phase increased in patients with sarcopenia during dual-task walking (p < 0.05); (2) Compared with ST walking, gait variability indices such as stride frequency, stride length, and support period significantly increased in patients with sarcopenia during dual-task walking (p < 0.05). CONCLUSIONS The increased difficulty in postural control caused by dual-task interference may reduce the safety of motor strategies in patients with sarcopenia and increase the risk of falls. Future studies should focus on the effects of exercise interventions on multitasking patterns in people with sarcopenia to promote balance function in these populations.
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Affiliation(s)
| | - Baoming Jin
- School of Physical Education and Sports Science, Soochow University, Suzhou 215006, China;
| | - Aming Lu
- School of Physical Education and Sports Science, Soochow University, Suzhou 215006, China;
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21
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Chuang IC, Chen IC, Wu YR, Li KY. Prediction and mediation analysis for treatment responses to combined cognitive and physical training for older adults. Sci Rep 2024; 14:10571. [PMID: 38720025 PMCID: PMC11079002 DOI: 10.1038/s41598-024-61407-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 05/06/2024] [Indexed: 05/12/2024] Open
Abstract
Diminished cognitive and physical functions negatively affect the daily functions of individuals. Although combined cognitive and physical training prevents instrumental activities of daily living (IADL) disability in older adults, no predictive model or mediation analysis of IADL after combined training exists. This study aims to employ prediction and mediation analysis to identify the predictors of IADL performance and to elucidate the mediators of the association between baseline global cognition and subsequent IADL performance following combined cognitive and physical training. This study involved 177 participants aged 60 years and older who underwent combined training. Cognitive function was measured with the Montreal Cognitive Assessment (MoCA), Digit Symbol Substitution Test (DSST), Color Trails Test, Word List, and a dual task; physical function with the Timed Up and Go (TUG) test; daily function with the Lawton IADL Scale. We conducted regression analyses to identify the predictors of IADL performance, and mediation analysis to examine whether DSST and TUG mediate the relationship between MoCA and IADL. The pre-intervention DSST and TUG were significant independent predictors of post-intervention IADL. The association between the pre-intervention MoCA and post-intervention IADL was mediated by pre-intervention DSST and TUG. This study highlighted the importance of measuring and improving processing speed and functional mobility before and during interventions to enhance IADL outcomes.Trial registration: NCT03619577, 23/07/2018; NCT04689776, 29/12/2020.
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Affiliation(s)
- I-Ching Chuang
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, No. 259, Wunhua 1st Rd., Gueishan Township, Taoyuan, 333, Taiwan
- Department of Neurology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - I-Chen Chen
- Department of Occupational Therapy, College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
| | - Yih-Ru Wu
- Department of Neurology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Kuan-Yi Li
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, No. 259, Wunhua 1st Rd., Gueishan Township, Taoyuan, 333, Taiwan.
- Department of Neurology, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
- Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan.
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22
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Zhang J, Feng R, Cao Y, Mo H. A study on the relationship between recreational physical activity and audiovisual difficulty for older adults. Sci Rep 2024; 14:7059. [PMID: 38528013 DOI: 10.1038/s41598-024-55209-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/21/2024] [Indexed: 03/27/2024] Open
Abstract
Audiovisual difficulty are especially common in older adults. Audiovisual difficulty seriously affect the quality of life of older adults in their later years. It is a top priority to find out the related factors, and to intervene and prevent them. The purpose of this study was to explore the relationship between recreational physical activities and audiovisual difficulty in older adults. We hope that older adults can reduce the risk of hearing and visual difficulty through scientific physical activity. A total of 4,886 people were sampled from the National Health and Nutrition Examination Survey (NHANES) from 2013 to 2018. Recreational physical activity was assessed through the Global Physical Activity Questionnaire (GPAQ); Hearing and visual difficulty were assessed using the Disability Questionnaire (DLQ). Chi-square test was used for categorical variables and rank sum test was used for measurement variables. P < 0.05 was considered statistically significant (bilateral test). After univariate analysis, binary Logistic regression analysis was performed with recreational physical activity as the independent variable, statistically significant demographic variable as the covariate, and hearing and visual difficulty as the dependent variable, respectively. (1) After excluding all confounding variables, recreational physical activity was significantly associated with hearing difficulty (P < 0.001), odds ratio (OR) 0.657 (95% CI 0.5899-0.733); (2) Recreational physical activity was significantly associated with visual difficulty (P < 0.001), OR 0.731 (95% CI 0.630-0.849). (1) Recreational physical activity is the protective factor of hearing difficulty in older adults; (2) Recreational physical activity is a protective factor for visual difficulty in older adults.
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Affiliation(s)
- Jipeng Zhang
- School of Physical Education (Main Campus), Zhengzhou University, Zhengzhou, Henan, People's Republic of China
| | - Rui Feng
- School of Physical Education (Main Campus), Zhengzhou University, Zhengzhou, Henan, People's Republic of China.
| | - Yiwen Cao
- School of Physical Education (Main Campus), Zhengzhou University, Zhengzhou, Henan, People's Republic of China
| | - Hongfei Mo
- School of Physical Education (Main Campus), Zhengzhou University, Zhengzhou, Henan, People's Republic of China
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, People's Republic of China
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23
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Brand YE, Kluge F, Palmerini L, Paraschiv-Ionescu A, Becker C, Cereatti A, Maetzler W, Sharrack B, Vereijken B, Yarnall AJ, Rochester L, Del Din S, Muller A, Buchman AS, Hausdorff JM, Perlman O. Automated Gait Detection in Older Adults during Daily-Living using Self-Supervised Learning of Wrist-Worn Accelerometer Data: Development and Validation of ElderNet. RESEARCH SQUARE 2024:rs.3.rs-4102403. [PMID: 38559043 PMCID: PMC10980143 DOI: 10.21203/rs.3.rs-4102403/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Progressive gait impairment is common in aging adults. Remote phenotyping of gait during daily living has the potential to quantify gait alterations and evaluate the effects of interventions that may prevent disability in the aging population. Here, we developed ElderNet, a self-supervised learning model for gait detection from wrist-worn accelerometer data. Validation involved two diverse cohorts, including over 1,000 participants without gait labels, as well as 83 participants with labeled data: older adults with Parkinson's disease, proximal femoral fracture, chronic obstructive pulmonary disease, congestive heart failure, and healthy adults. ElderNet presented high accuracy (96.43 ± 2.27), specificity (98.87 ± 2.15), recall (82.32 ± 11.37), precision (86.69 ± 17.61), and F1 score (82.92 ± 13.39). The suggested method yielded superior performance compared to two state-of-the-art gait detection algorithms, with improved accuracy and F1 score (p < 0.05). In an initial evaluation of construct validity, ElderNet identified differences in estimated daily walking durations across cohorts with different clinical characteristics, such as mobility disability (p < 0.001) and parkinsonism (p < 0.001). The proposed self-supervised gait detection method has the potential to serve as a valuable tool for remote phenotyping of gait function during daily living in aging adults.
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24
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Benz T, Lehmann S, Sandor PS, Angst F. Relationship between subjectively-rated and objectively-tested physical function across six different medical diagnoses. J Rehabil Med 2023; 55:jrm9383. [PMID: 38050460 DOI: 10.2340/jrm.v55.9383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 10/11/2023] [Indexed: 12/06/2023] Open
Abstract
OBJECTIVE To quantify and compare associations and relationships between self-rated and tested assessments of mainly mobility-related physical function in different diagnoses. DESIGN Six longitudinal cohort studies before and after inpatient rehabilitation. PATIENTS Patients with whiplash-associated disorder (n = 71), low back pain (n = 121), fibromyalgia (n = 84), lipoedema (n = 27), lymphoedema (n = 78), and post-acute coronary syndrome (n = 64). METHODS Physical function was measured with the self-rated Short-Form 36 Physical functioning (SF-36 PF) and with the tested 6-Min Walk Distance (6MWD) and assessed by correlation coefficients. Across the 6 cohorts, the relationship between the 2 scores was compared using the ratio between them. RESULTS The correlations between the 2 scores were mostly moderate to strong at baseline (up to r = 0.791), and weak to moderate for the changes to follow-up (up to r = 0.408). The ratios SF-36 PF to 6MWD were 1.143-1.590 at baseline and 0.930-3.310 for the changes, and depended on pain and mental health. CONCLUSION Moderate to strong cross-sectional and moderate to weak longitudinal correlations were found between the 6MWD and the SF-36 PF. Pain and mental health should be considered when interpreting physical function. For a comprehensive assessment in clinical practice and research, the combination of self-rated and tested physical function measures is recommended.
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Affiliation(s)
- Thomas Benz
- Research Department, Rehaklinik Bad Zurzach, ZURZACH Care Group, Bad Zurzach, Switzerland; ZHAW Zurich University of Applied Sciences, School of Health Sciences, Institute of Physiotherapy, Winterthur, Switzerland.
| | - Susanne Lehmann
- Research Department, Rehaklinik Bad Zurzach, ZURZACH Care Group, Bad Zurzach, Switzerland
| | - Peter S Sandor
- Research Department, Rehaklinik Bad Zurzach, ZURZACH Care Group, Bad Zurzach, Switzerland
| | - Felix Angst
- Research Department, Rehaklinik Bad Zurzach, ZURZACH Care Group, Bad Zurzach, Switzerland
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25
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Rodrigues NO, Vidal Bravalhieri AA, de Moraes TP, Barros JA, Ansai JH, Christofoletti G. Efficacy of Transcranial Direct Current Stimulation (tDCS) on Cognition, Anxiety, and Mobility in Community-Dwelling Older Individuals: A Controlled Clinical Trial. Brain Sci 2023; 13:1614. [PMID: 38137062 PMCID: PMC10741841 DOI: 10.3390/brainsci13121614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023] Open
Abstract
Transcranial direct current stimulation (tDCS) has gained popularity as a method of modulating cortical excitability in people with physical and mental disabilities. However, there is a lack of consensus on its effectiveness in older individuals. This study aimed to assess the efficacy of a 2-month tDCS program for improving physical and mental performance in community-dwelling older individuals. In this single-blinded, controlled clinical trial, forty-two participants were allocated to one of three groups: (1) the tDCS group, which received, twice a week, 20 min sessions of 2 mA electric current through electrodes placed on the dorsolateral prefrontal cortex; (2) the tDCS-placebo group, which underwent the same electrode placement as the tDCS group but without actual electric stimulation; and (3) the cognitive-control group, which completed crossword puzzles. Main outcome measures were cognition, mobility, and anxiety. Multivariate analyses of variance were employed. Significance was set at 5% (p < 0.05). Regarding the results, no significant benefits were observed in the tDCS group compared with the tDCS-placebo or cognitive-control groups for cognition (p = 0.557), mobility (p = 0.871), or anxiety (p = 0.356). Cognition exhibited positive oscillations during the assessments (main effect of time: p = 0.001). However, given that all groups showed similar variations in cognitive scores (main effect of group: p = 0.101; group × time effect: p = 0.557), it is more likely that the improvement reflects the learning response of the participants to the cognitive tests rather than the effect of tDCS. In conclusion, a 2-month tDCS program with two sessions per week appears to be ineffective in improving physical and mental performance in community-dwelling older individuals. Further studies are necessary to establish whether or not tDCS is effective in healthy older individuals.
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Affiliation(s)
- Nathalia Oliveira Rodrigues
- Institute of Health, Faculty of Medicine, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79060-900, Brazil; (N.O.R.); (A.A.V.B.); (T.P.d.M.)
| | - Anna Alice Vidal Bravalhieri
- Institute of Health, Faculty of Medicine, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79060-900, Brazil; (N.O.R.); (A.A.V.B.); (T.P.d.M.)
| | - Tatiane Pereira de Moraes
- Institute of Health, Faculty of Medicine, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79060-900, Brazil; (N.O.R.); (A.A.V.B.); (T.P.d.M.)
| | - Jorge Aparecido Barros
- Department of Physical Therapy, Dom Bosco Catholic University (UCDB), Campo Grande 79117-900, Brazil;
| | - Juliana Hotta Ansai
- Department of Gerontology, Federal University of São Carlos (UFSCAR), São Carlos 13565-905, Brazil;
| | - Gustavo Christofoletti
- Institute of Health, Faculty of Medicine, Federal University of Mato Grosso do Sul (UFMS), Campo Grande 79060-900, Brazil; (N.O.R.); (A.A.V.B.); (T.P.d.M.)
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26
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Fosstveit SH, Lindberg K, Bjørnsen T, Sibayan EE, Fjeller JS, Løvold S, Kolnes T, Vårvik FT, Berntsen S, Lohne-Seiler H. Associations between Power Training-Induced Changes in Body Composition and Physical Function in Older Men: A Pre-Test-Post-Test Experimental Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:7070. [PMID: 37998301 PMCID: PMC10671734 DOI: 10.3390/ijerph20227070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/06/2023] [Accepted: 11/14/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND It is well-established that cross-sectional measurements of poor body composition are associated with impaired physical function and that power training effectively enhances total lean mass and physical function in older adults. However, it is unclear if power training-induced changes in body composition are associated with improved physical function in older adults. AIM The present study investigated associations between body composition and physical function cross-sectionally and with power training-induced changes in older men. METHODS Forty-nine older men (68 ± 5 yrs) completed a 10-week biweekly power training intervention. Body composition was measured using dual-energy X-ray absorptiometry. Physical function was assessed as a composite Z-score combining measures from Sit-to-stand power, Timed up-and-go time, and loaded and unloaded Stair-climbing time (15 steps). Linear and quadratic regression analyses were performed to assess associations between body composition and physical function. RESULTS At baseline, total (R2 = 0.11, p < 0.05) and percentage body fat (R2 = 0.15, p < 0.05) showed a non-linear relationship with physical function. The apex of the quadratic regression for body composition was 21.5% body fat. Furthermore, there was a non-linear relationship between changes in body fat percentage and physical function from pre- to post-intervention (R2 = 0.15, p < 0.05). CONCLUSION The present study's findings indicate that participants with a body composition of ~20% body fat displayed the highest level of physical function at baseline. Furthermore, despite small pre-post changes in body fat, the results indicate that those who either preserved their body fat percentage or experienced minor alterations observed the greatest improvements in physical function.
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Affiliation(s)
- Sindre H. Fosstveit
- Department of Sport Science and Physical Education, Faculty of Health and Sport Sciences, University of Agder, 4604 Kristiansand, Norway; (K.L.); (T.B.); (E.E.S.); (J.S.F.); (S.L.); (T.K.); (F.T.V.); (S.B.); (H.L.-S.)
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27
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Quasdorf T, Manietta C, Rommerskirch-Manietta M, Braunwarth JI, Roßmann C, Roes M. Implementation of interventions to maintain and promote the functional mobility of nursing home residents - a scoping review. BMC Geriatr 2023; 23:600. [PMID: 37752436 PMCID: PMC10523713 DOI: 10.1186/s12877-023-04213-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/02/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND To provide an overview of the available evidence on the implementation of direct and capacity-building interventions to promote and maintain the functional mobility of nursing home residents. METHODS We conducted a scoping review following the methodological guidance for the conduct of scoping reviews as described by the Joanna Briggs Institute. We searched for studies in MEDLINE (via PubMed) and CINAHL (via EBSCO). We conducted a qualitative content analysis of the included studies with deductive categories based on the Consolidated Framework for Implementation Research (CFIR). RESULTS Ultimately, we included 8 studies on direct interventions, 6 studies on capacity-building interventions, and 2 studies on both types of interventions in our review. Seven studies provided evidence on implementation strategies comprising discrete as well as multifaceted, multilevel strategies. Most of the studies did not systematically evaluate the strategies but remained at a descriptive level. All 16 studies provided evidence of influencing factors. We identified 32 of the 37 influencing factors of the CFIR. The five most frequent influencing factors were available resources (n = 14), access to knowledge and information (n = 12), patient needs and resources (n = 10), knowledge and beliefs about the intervention (n = 10) and compatibility (n = 9). CONCLUSIONS The available evidence on the implementation of functional mobility interventions in nursing homes is rather limited. This emphasizes the need for further research. Regarding implementation strategies, the systematic evaluation and further development of the reported promising approaches might be a starting point.
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Affiliation(s)
- Tina Quasdorf
- School of Health Science, Institute of Nursing, ZHAW Zürich University of Applied Science, Winterthur, Switzerland.
| | - Christina Manietta
- Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Standort Witten, Witten, Germany
- Fakultät für Gesundheit, Universität Witten/Herdecke, Witten, Germany
| | - Mike Rommerskirch-Manietta
- Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Standort Witten, Witten, Germany
- Fakultät für Gesundheit, Universität Witten/Herdecke, Witten, Germany
| | - Jana Isabelle Braunwarth
- Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Standort Witten, Witten, Germany
- Fakultät für Gesundheit, Universität Witten/Herdecke, Witten, Germany
| | - Christin Roßmann
- Bundeszentrale für gesundheitliche Aufklärung (BZgA), Köln, Germany
| | - Martina Roes
- Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Standort Witten, Witten, Germany
- Fakultät für Gesundheit, Universität Witten/Herdecke, Witten, Germany
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28
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Sempere-Rubio N, Muñoz-Gómez E, Inglés M, Aguilar-Rodríguez M, Mollà-Casanova S, Serra-Añó P. Impact of physical activity levels on the ability to maintain static trunk posture in older adults. Geriatr Nurs 2023; 52:24-30. [PMID: 37243989 DOI: 10.1016/j.gerinurse.2023.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/10/2023] [Accepted: 05/10/2023] [Indexed: 05/29/2023]
Abstract
PROPOSE to assess the impact of physical activity (PA) levels on sitting posture in the older adults. METHODS One hundred and twenty individuals were divided into three groups according their PA levels: vigorous group (VG); moderate group (MG); low group (LG). The ability to maintain static trunk posture in sitting position as assessed based on the cervical angle (CA) and thoracic angle (TA) was measured. RESULTS There were no significant differences between measurements in CA for the VG. However, LG and MG participants exhibited a significant decrease in CA from minute 1 to 10 and from minute 2 to 10, respectively. In the thoracic region, only the MG exhibited significant differences in TA from minute 2 to 10 compared to minute 1 (p < 0.05). No significant differences were found in TA between measurements for either VG or LG. CONCLUSIONS PA has a high impact on the ability to maintain static trunk posture in the older adults.
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Affiliation(s)
| | - Elena Muñoz-Gómez
- UBIC, Departament de Fisioteràpia, Universitat de València, València, Spain
| | - Marta Inglés
- UBIC, Departament de Fisioteràpia, Universitat de València, València, Spain
| | | | - Sara Mollà-Casanova
- UBIC, Departament de Fisioteràpia, Universitat de València, València, Spain.
| | - Pilar Serra-Añó
- UBIC, Departament de Fisioteràpia, Universitat de València, València, Spain
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29
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Souza EÁ, Terra AMSV, Santos ATS. Evaluation of functional parameters of the foot and ankle in elderly with sarcopenia. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2023; 69:e20221638. [PMID: 37222331 PMCID: PMC10204842 DOI: 10.1590/1806-9282.20221638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 02/24/2023] [Indexed: 05/25/2023]
Abstract
OBJECTIVE With population aging, the prevalence of sarcopenia has increased. It is a pathology often neglected, with the potential to cause great damage if not diagnosed and treated. The objective of this study was to identify sarcopenic elderly people through the SARC-F score and palm grip test and to evaluate foot and ankle functionality parameters: gait speed, plantar sensitivity, and baropodometry. METHODS This is a descriptive and cross-sectional study. The sample consisted of 20 sarcopenic elderly diagnosed through the SARC-F score and the handgrip strength test, from which demographic data were obtained, and the three functional tests related to the foot and ankle were performed. RESULTS No individual was aware of the term sarcopenia. Regarding gait speed, 20 (100%) presented values compatible with sarcopenia (average of 0.52 m/s). Regarding plantar sensitivity, five (25%) of the patients showed changes in the exam with the detection of insensitivity. Regarding baropodometry, higher pressure values were observed in the right foot (average of 52.9±7.01%) compared to the left (average of 47.10±7.01%) and in the hindfoot (average of 55.85±16.21%) compared to the forefoot (mean 44.15±15.35%). When correlating the analyzed variables with the SARC-F scores, the only association that showed statistical significance (p<0.05) was the dynamometry on the right. CONCLUSION The SARC-F score and the handgrip strength test are easy to apply in the screening of sarcopenia, and the functional parameters of the foot and ankle were shown to be altered in the studied group.
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Martins VF, Tesio L, Simone A, Gonçalves AK, Peyré-Tartaruga LA. Determinants of age-related decline in walking speed in older women. PeerJ 2023; 11:e14728. [PMID: 36915651 PMCID: PMC10007973 DOI: 10.7717/peerj.14728] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 12/20/2022] [Indexed: 03/09/2023] Open
Abstract
Background Walking speed is reduced with aging. However, it is not certain whether the reduced walking speed is associated with physical and coordination fitness. This study explores the physical and coordination determinants of the walking speed decline in older women. Methods One-hundred-eighty-seven active older women (72.2 ± 6.8 years) were asked to perform a 10-m walk test (self-selected and maximal walking speed) and a battery of the Senior fitness test: lower body strength, lower body flexibility, agility/dynamic balance, and aerobic endurance. Two parameters characterized the walking performance: closeness to the modeled speed minimizing the energetic cost per unit distance (locomotor rehabilitation index, LRI), and the ratio of step length to step cadence (walk ratio, WR). For dependent variables (self-selected and maximal walking speeds), a recursive partitioning algorithm (classification and regression tree) was adopted, highlighting interactions across all the independent variables. Results Participants were aged from 60 to 88 years, and their self-selected and maximal speeds declined by 22% and 26% (p < 0.05), respectively. Similarly, all physical fitness variables worsened with aging (muscle strength: 33%; flexibility: 0 to -8 cm; balance: 22%; aerobic endurance: 12%; all p < 0.050). The predictors of maximal walking speed were only WR and balance. No meaningful predictions could be made using LRI and WR as dependent variables. Discussion The results suggest that at self-selected speed, the decrease in speed itself is sufficient to compensate for the age-related decline in the motor functions tested; by contrast, lowering the WR is required at maximal speed, presumably to prevent imbalance. Therefore, any excessive lowering of LRI and WR indicates loss of homeostasis of walking mechanics and invites diagnostic investigation.
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Affiliation(s)
- Valéria Feijó Martins
- LaBiodin Biodynamics Laboratory, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Luigi Tesio
- Department of Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.,Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Anna Simone
- Department of Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Andréa Kruger Gonçalves
- LaBiodin Biodynamics Laboratory, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Leonardo A Peyré-Tartaruga
- LaBiodin Biodynamics Laboratory, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
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Effects of mat Pilates on older adult women with knee osteoarthritis: A randomized controlled trial. J Bodyw Mov Ther 2023; 33:136-141. [PMID: 36775508 DOI: 10.1016/j.jbmt.2022.02.007] [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: 11/16/2020] [Revised: 08/27/2021] [Accepted: 02/04/2022] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Osteoarthritis is the most common joint disorder in the world and its incidence is rising, and one of the most frequent causes of pain, loss of function and disability in adults. AIM The aim of this study was to evaluate the effects of Mat Pilates on health status, pain, stiffness, and functionality of older adult women with knee osteoarthritis (KOA). METHODS A randomized-controlled trial to preliminarily test an intervention protocol of Mat Pilates in older women with KOA on health status, pain, stiffness, and functionality. This study included 41 volunteers with age over 40 years, which mean was 52.1 ± 8.9 years, and were allocated into Mat Pilates and control groups. The protocol was developed to be performed in 60 min, twice a week; the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) and the Medical Outcomes Study 36 (SF-36) were used to assess pain, to evaluate functionality and stiffness. RESULTS The Mat Pilates group significantly improved the functional capacity assessed by SF-36 (33.12 ± 22.03 to 69.37 ± 22.43, p < 0.05), and by WOMAC (29.75 ± 6.92 to 9.75 ± 9.35, p < 0.05). The pain domain also improved in Mat Pilates group assessed by SF-36 (39.50 ± 12.89 to 71.75 ± 18.66, p < 0.05) and by WOMAC (8.00 ± 2.56 to 2.75 ± 3.01, p < 0.05). The total score of WOMAC (41.75 ± 10.39 to 14.25 ± 13.88, p < 0.05), and the general health status assessed by SF-36 (59.44 ± 18.07 to 82.75 ± 12.03, p < 0.05) only improved for Mat Pilates group. No differences were observed in outcomes for the control group in both questionnaires. CONCLUSION Our results show that Mat Pilates protocol can improve the health status, pain, and functionality of older women with KOA.
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Perceived Application and Barriers for Gait Assessment in Physical Therapy Practice in Saudi Arabia. LIFE (BASEL, SWITZERLAND) 2022; 13:life13010050. [PMID: 36675999 PMCID: PMC9862105 DOI: 10.3390/life13010050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/06/2022] [Accepted: 12/08/2022] [Indexed: 12/28/2022]
Abstract
INTRODUCTION Gait is a major function of independence that determines the quality of life, participation, and restriction. Gait assessment in physical therapy practice is fundamental for assessing musculoskeletal conditions. This study planned to determine the extent and barriers of using gait assessment tools by physical therapists in clinical practice in Saudi Arabia. METHOD A cross-sectional design was used. A standardized survey was sent through e-mail and social media to physical therapists working in hospitals, clinics, and rehabilitation centers in different Saudi Arabian regions. RESULTS A total of 320 physical therapists from different regions in Saudi Arabia participated. There was a significant relationship between using gait assessment tools by physical therapists and patient groups (p = 0.002), receiving training (p = 0.001), dealing with patients who suffer from gait problems (p = 0.001), and visiting the gait laboratory (p = 0.001). Physical therapists' use of gait assessment tools for musculoskeletal conditions in clinical practice in Saudi Arabia was limited. The primary barrier preventing physical therapists from using gait assessment methods in clinical practice was a lack of resources, including instruments, space, time, and funds.
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Pachołek A, Piotrowicz K, Gąsowski J, Tomasik T. Awareness of caregivers of geriatric deficits among older people—the results of a cross-sectional study in Krakow, Poland. BMC PRIMARY CARE 2022; 23:181. [PMID: 35883017 PMCID: PMC9316318 DOI: 10.1186/s12875-022-01801-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 07/15/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
It seems that caregivers (CGs) may be a reliable source of information for determining health condition of seniors. This might be important for general practitioners (GPs) and facilitate them conducting comprehensive geriatric assessment (CGA). The objectives of our study were to: compare populations of older patients with and without CGs, characterise the group of CGs, establish whether CGs are aware of patients’ deficiencies in areas of CGA.
Methods
Patients aged at least 65 years underwent CGA using eight tools in GPs’ practices in and around Krakow, Poland. Seniors were divided into two groups: with and without CGs. CGs filled in an authors’ questionnaire on their data and assessed seniors in eight domains corresponding to the tests used in CGA. Patients with and without CGs were also compared in terms of CGA results and basic demographic and medical data. Subjective CGs’ responses were compared with objective CGA results.
Results
We conducted CGA on 438 senior patients. Two hundred fifty eight (59%) of them were classified as patients with CGs. Patients with CGs were older, less educated, more often lived in rural areas and were more frequently in a relationship (as all p < 0.05). In seniors with CGs, the results of frailty (p < 0.008) and insomnia scales (p = 0.049) were significantly worse. Mostly, CGs could properly assess seniors in basic and complex living activities and nutritional status. They were less precise in determining deficits like depressive tendency and insomnia.
Conclusions
CGs’ assessment of older patients can be a valuable source of information about seniors and can be helpful in diagnosing important health issues. CGs have difficulties when asked to properly assess depression and insomnia in the older adults they care for and their answers do not always correspond with the results of CGA. GPs should pay more attention to the needs of CGs themselves and provide them with the necessary knowledge about caring for older people.
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Usefulness of hand grip strength to estimate other physical fitness parameters in older adults. Sci Rep 2022; 12:17496. [PMID: 36261687 PMCID: PMC9581452 DOI: 10.1038/s41598-022-22477-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 10/14/2022] [Indexed: 01/12/2023] Open
Abstract
This study aimed to reveal the status of physical fitness (PF) levels and determine whether hand grip strength (HGS) could be used to estimate other PF parameters in older adults from large population data. A total of 46,269 participants aged ≥ 65 years who participated in the 2019 National Fitness Award Project in South Korea were included in the analysis. Of the participants, 6.8% had the highest level of overall physical fitness, while 48.9% had the lowest level. The proportion of overall PF levels differed significantly according to age groups. Significant associations between HGS and other PF parameters (30-s chair stand test, 2-min or 6-min walk test, sit-and-reach test, 3-m backwards walk test, and Figure-of-8 walk test) were noted and the group with low HGS (< 28 kg for men and < 18 kg for women) had significantly higher odds of having the lowest level of overall PF (odds ratio: 5.232 in men and 6.351 in women), after adjusting for age and body mass index. HGS could estimate muscular strength and endurance, aerobic fitness, flexibility, balance skills, and coordination skills, as well as overall PF level in older adults, and could be used as a substitute test for their PF level in limited situations.
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Nascimento MDM, Gouveia ÉR, Marques A, Gouveia BR, Marconcin P, França C, Ihle A. The Role of Physical Function in the Association between Physical Activity and Gait Speed in Older Adults: A Mediation Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12581. [PMID: 36231881 PMCID: PMC9564593 DOI: 10.3390/ijerph191912581] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/16/2022] [Accepted: 08/18/2022] [Indexed: 06/16/2023]
Abstract
Adequate levels of physical function (PF) are essential for vulnerable older adults to perform their daily tasks safely and remain autonomous. Our objective was to explore the mediating role of PF in the relationship between physical activity (PA) and gait speed (GS) in a large sample of older adults from the north of Brazil. This is a cross-sectional study that analyzed 697 older adults (mean age 70.35 ± 6.86 years) who participated in the project "Health, Lifestyle, and Physical Fitness in Older Adults in Amazonas" (SEVAAI). PA was assessed using the Baecke Questionnaire, PF using the Senior Fitness Test, and GS using the 50-foot Walk Test. Mediation pathways were analyzed to test the possible mediating role of PF between specific PA domains (PA-total score, PA-housework, PA-sport, PA-leisure) and GS. Regarding PA-total, the analysis showed that high-performance GS was partially mediated in approximately 19% by better PF performance. Moreover, the PF could partially mediate the association between PA-sport and PA-leisure with GS, at levels of approximately 9% and 46%, respectively. An inverse relationship was observed between PA-housework (sedentary lifestyle) and GS. This association was partially mediated to an extent of approximately 9% by better PF performance. We conclude that PF plays a crucial role in mediating the association between PA and GS among vulnerable older adults.
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Affiliation(s)
- Marcelo de Maio Nascimento
- Department of Physical Education, Federal University of Vale do São Francisco, Petrolina 56304-917, Brazil
| | - Élvio Rúbio Gouveia
- Department of Physical Education and Sport, University of Madeira, 9020-105 Funchal, Portugal
- Laboratory for Robotics and Engineering System (LARSYS), Interactive Technologies Institute, 9020-105 Funchal, Portugal
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, 1205 Geneva, Switzerland
| | - Adilson Marques
- Interdisciplinary Centre for the Study of Human Performance (CIPER), Faculty of Human Kinetics, University of Lisbon, 1495-751 Lisbon, Portugal
- Instituto de Saúde Ambiental (ISAMB), Faculty of Medicine, University of Lisbon, 1649-020 Lisbon, Portugal
| | - Bruna R. Gouveia
- Laboratory for Robotics and Engineering System (LARSYS), Interactive Technologies Institute, 9020-105 Funchal, Portugal
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, 1205 Geneva, Switzerland
- Regional Directorate of Health, Secretary of Health of the Autonomous Region of Madeira, 9004-515 Funchal, Portugal
- Saint Joseph of Cluny Higher School of Nursing, 9050-535 Funchal, Portugal
| | - Priscila Marconcin
- Interdisciplinary Centre for the Study of Human Performance (CIPER), Faculty of Human Kinetics, University of Lisbon, 1495-751 Lisbon, Portugal
- KinesioLab, Research Unit in Human Movement Analysis, Piaget Institute, 2805-059 Almada, Portugal
| | - Cíntia França
- Department of Physical Education and Sport, University of Madeira, 9020-105 Funchal, Portugal
- Laboratory for Robotics and Engineering System (LARSYS), Interactive Technologies Institute, 9020-105 Funchal, Portugal
| | - Andreas Ihle
- Center for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, 1205 Geneva, Switzerland
- Department of Psychology, University of Geneva, 1205 Geneva, Switzerland
- Swiss National Centre of Competence in Research LIVES–Overcoming Vulnerability: Life Course Perspectives, 1015 Lausanne, Switzerland
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Chen H, Liang J, Huang W, Yang A, Pang R, Zhao C, Wu K, Wang C, Yan K, Zhang Y, Lin S, Xie Y, Wu Y, Sun J. Age-related difference in muscle metabolism patterns during upper limb's encircling exercise: a near-infrared spectroscopy study. BIOMEDICAL OPTICS EXPRESS 2022; 13:4737-4751. [PMID: 36187255 PMCID: PMC9484442 DOI: 10.1364/boe.462551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/24/2022] [Accepted: 07/10/2022] [Indexed: 06/16/2023]
Abstract
Aging is usually accompanied by decrease in limb motor function and change in muscle metabolism patterns. However, few studies have investigated the aging effect on muscle hemodynamics of the upper extremity. This study aims to explore the aging effect on muscle metabolism patterns during upper limb's exercise. Twelve middle-aged and elderly subjects and 12 young subjects were recruited, and muscle oxygenation signals from these subjects' biceps brachii muscles were collected during active and passive upper limb's encircling exercise with near-infrared spectroscopy (NIRS). The old group showed stronger muscle hemodynamic metabolism than the young group. The multiscale fuzzy approximate entropy and multiscale transfer entropy analyses indicated higher complexity and stronger interlimb coupling of the muscle oxygenation signals for the old group. Based on the selected muscle metabolism features, the constructed support vector machine model showed a high accuracy rate for classifying the two groups of subjects: 91.6% for the passive mode and 87.5% for the active mode. Our results proved the specific muscle metabolism patterns in the upper limb's exercise for old subjects, promoting the understanding of the aging effect on muscle hemodynamics.
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Affiliation(s)
- Hucheng Chen
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
- Equal contribution
| | - Jianbin Liang
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
- Equal contribution
| | - Wenzhu Huang
- Fifth Affiliated Hospital of Foshan University, Foshan, China
| | - Anping Yang
- School of Medicine, Foshan University, Foshan, China
| | - Richong Pang
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - Chaochao Zhao
- School of Medicine, Foshan University, Foshan, China
| | - Kai Wu
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou, China
| | - Chong Wang
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - Kecheng Yan
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - YiZheng Zhang
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - Shuoshu Lin
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - Yuanrong Xie
- School of Mechatronic Engineering and Automation, Foshan University, Foshan, China
| | - Yuxiang Wu
- Department of Health and Physical Education, Jianghan University, Wuhan, China
| | - Jinyan Sun
- School of Medicine, Foshan University, Foshan, China
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Nguyen AT, Nguyen HTT, Nguyen HTT, Nguyen TX, Nguyen TN, Nguyen TTH, Nguyen AL, Pham T, Vu HTT. Walking Speed Assessed by 4-Meter Walk Test in the Community-Dwelling Oldest Old Population in Vietnam. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19169788. [PMID: 36011423 PMCID: PMC9407834 DOI: 10.3390/ijerph19169788] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 05/25/2023]
Abstract
This study aims to provide data on usual walking speed in individuals aged 80 years or older and determine the association between walking speed and related factors in community-dwelling older adults. A cross-sectional study design was conducted to measure walking speed on community-dwelling elders aged 80 years or older in Soc Son district, Vietnam. Walking speed was assessed by a 4-Meter Walk Test with a usual-pace walking mode. Health-related characteristics of participants including risk of falls (The Timed Up and Go test, activities of daily living (ADL), instrumental activities of daily living (IADLs), cognitive impairment (Mini-Cog test) and frailty syndrome (The Reported Edmonton Frail Scale (REFS)). Multiple logistic regression was used to analyze the association between a slow walking speed and selected factors. A total of 364 older people were recruited, and the majority were female (65.4%). The overall average walking speed was 0.83 ± 0.27 m/s. The proportion of participants with a slow walking speed (<0.8 m/s) was 40.4%. Multiple logistic regression analyses showed that age, female, high fall risk (assessed by TUG test), ADL/IADL dependence and frailty syndrome had a negative effect on slow walking speed in this population. The results could provide useful reference data for further investigations and measures in clinical practice.
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Affiliation(s)
- Anh Trung Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Huong Thi Thu Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Huong Thi Thanh Nguyen
- Dinh Tien Hoang Institute of Medicine, Hanoi 100000, Vietnam
- Physiology Department, Hanoi Medical University, Hanoi 100000, Vietnam
| | - Thanh Xuan Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
- Dinh Tien Hoang Institute of Medicine, Hanoi 100000, Vietnam
| | - Tam Ngoc Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Thu Thi Hoai Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Anh Lan Nguyen
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Thang Pham
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Huyen Thi Thanh Vu
- Department of Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
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de Campos DDSF, Shokur S, de Lima-Pardini AC, Runfeng M, Bouri M, Coelho DB. Kinematics predictors of spatiotemporal parameters during gait differ by age in healthy individuals. Gait Posture 2022; 96:216-220. [PMID: 35700639 DOI: 10.1016/j.gaitpost.2022.05.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/29/2022] [Accepted: 05/26/2022] [Indexed: 02/02/2023]
Abstract
UNLABELLED Joint biomechanics and spatiotemporal gait parameters change with age or disease and are used in treatment decision-making. RESEARCH QUESTION To investigate whether kinematic predictors of spatiotemporal parameters during gait differ by age in healthy individuals. METHODS We used an open dataset with the gait data of 114 young adults (M = 28.0 years, SD = 7.5) and 128 older adults (M = 67.5 years, SD = 3.8) walking at a comfortable self-selected speed. Linear regression models were developed to predict spatiotemporal parameters separately for each group using joint kinematics as independent variables. RESULTS In young adults, knee flexion loading response and hip flexion/extension were the common predictors of gait speed; hip flexion and hip extension contributed to explaining the stride length; hip flexion contributed to explaining the cadence and stride time. In older adults, ankle plantarflexion, knee flexion loading response, and pelvic rotation were the common predictors of the gait speed; ankle plantarflexion and knee flexion loading response contributed to explaining the stride length; ankle plantarflexion loading response and ankle plantarflexion contributed to explain the cadence, stride width and stride time. SIGNIFICANCE Our results suggest that the ability of joint kinematic variables to estimate spatiotemporal parameters during gait differs by age in healthy individuals. Particularly in older adults, ankle plantarflexion was the common predictor of the spatiotemporal parameters, suggesting the importance of the ankle for gait parameters in this age group. This provides insight for clinicians into the most effective evaluation and has been used by physical professionals in prescribing the most appropriate exercises to attenuate the effects produced by age-related neuromuscular changes.
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Affiliation(s)
| | - Solaiman Shokur
- École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland; The BioRobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy
| | | | - Miao Runfeng
- École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Mohamed Bouri
- École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Daniel Boari Coelho
- Center for Mathematics, Computation, and Cognition, Federal University of ABC, São Bernardo do Campo, Brazil; Biomedical Engineering, Federal University of ABC, São Bernardo do Campo, São Paulo, Brazil.
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Rentz C, Far MS, Boltes M, Schnitzler A, Amunts K, Dukart J, Minnerop M. System Comparison for Gait and Balance Monitoring Used for the Evaluation of a Home-Based Training. SENSORS (BASEL, SWITZERLAND) 2022; 22:4975. [PMID: 35808470 PMCID: PMC9269735 DOI: 10.3390/s22134975] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/24/2022] [Accepted: 06/28/2022] [Indexed: 06/15/2023]
Abstract
There are currently no standard methods for evaluating gait and balance performance at home. Smartphones include acceleration sensors and may represent a promising and easily accessible tool for this purpose. We performed an interventional feasibility study and compared a smartphone-based approach with two standard gait analysis systems (force plate and motion capturing systems). Healthy adults (n = 25, 44.1 ± 18.4 years) completed two laboratory evaluations before and after a three-week gait and balance training at home. There was an excellent agreement between all systems for stride time and cadence during normal, tandem and backward gait, whereas correlations for gait velocity were lower. Balance variables of both standard systems were moderately intercorrelated across all stance tasks, but only few correlated with the corresponding smartphone measures. Significant differences over time were found for several force plate and mocap system-obtained gait variables of normal, backward and tandem gait. Changes in balance variables over time were more heterogeneous and not significant for any system. The smartphone seems to be a suitable method to measure cadence and stride time of different gait, but not balance, tasks in healthy adults. Additional optimizations in data evaluation and processing may further improve the agreement between the analysis systems.
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Affiliation(s)
- Clara Rentz
- Institute of Neuroscience and Medicine (INM-1), Research Centre Juelich, 52428 Juelich, Germany; (K.A.); (M.M.)
| | - Mehran Sahandi Far
- Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich, 52428 Juelich, Germany; (M.S.F.); (J.D.)
- Institute of Systems Neuroscience, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Maik Boltes
- Institute for Advanced Simulation (IAS-7), Research Centre Juelich, 52428 Juelich, Germany;
| | - Alfons Schnitzler
- Department of Neurology, Center for Movement Disorders and Neuromodulation, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany;
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Katrin Amunts
- Institute of Neuroscience and Medicine (INM-1), Research Centre Juelich, 52428 Juelich, Germany; (K.A.); (M.M.)
- C. and O. Vogt Institute for Brain Research, Medical Faculty, University Hospital Duesseldorf, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Juergen Dukart
- Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Juelich, 52428 Juelich, Germany; (M.S.F.); (J.D.)
- Institute of Systems Neuroscience, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Martina Minnerop
- Institute of Neuroscience and Medicine (INM-1), Research Centre Juelich, 52428 Juelich, Germany; (K.A.); (M.M.)
- Department of Neurology, Center for Movement Disorders and Neuromodulation, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany;
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University Duesseldorf, 40225 Duesseldorf, Germany
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Hollander K, Petersen E, Zech A, Hamacher D. Effects of barefoot vs. shod walking during indoor and outdoor conditions in younger and older adults. Gait Posture 2022; 95:284-291. [PMID: 34020852 DOI: 10.1016/j.gaitpost.2021.04.024] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 04/08/2021] [Accepted: 04/14/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Gait stability and variability measures in barefoot and shod locomotion are frequently investigated in younger but rarely in older adults. Moreover, most studies examine gait measures in laboratory settings instead of real-life settings. RESEARCH QUESTIONS How are gait stability and variability parameters affected by footwear compared to barefoot walking in younger and older adults as well as under indoor vs. outdoor conditions? METHODS Healthy younger (<35 years) and older adults (>65 years) participated in the randomised within-subject study design. Participants conducted consecutive 25 m walking trials barefoot and with standardised footwear inside and outside. Inertial measurement units were mounted on the participant's foot and used to calculate local dynamic stability (LDS), velocity and minimal toe clearance (MTC), stride length and stride time, including variabilities for these parameters. Linear mixed models were calculated. RESULTS Data of 32 younger (17 female, 15 male, age: 30 ± 4 years) and 42 older participants (24 female, 18 male, age: 71 ± 4 years) were analysed. MTC variability was higher in shod conditions compared to barefoot (p = 0.048) and in outdoor conditions (p < 0.001). LDS was different between age groups (p < 0.001). Gait velocity and MTC were higher in shod and outdoor conditions (both p < 0.001). Stride length and time were higher in shod conditions (both p < 0.001) and different between outdoor vs. indoor (longer stride length and shorter stride time outdoor, both (p < 0.001) as well as age groups (shorter stride length (p < 0.021) and stride time in older adults (p < 0.001). SIGNIFICANCE Results suggest that gait stability and variability in older and younger adults are acutely affected by footwear vs. barefoot and indoor vs. outdoor walking conditions, indicating a high adaptiveness of these parameters to different experimental conditions. Consequently, future studies should be careful with generalising results obtained under certain conditions. Findings stress the clinical potential of barefoot walking.
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Affiliation(s)
| | - Evi Petersen
- Department of Sports, Physical Education and Outdoor Life, University of South-Eastern Norway, Norway.
| | - Astrid Zech
- Department of Sport Science, Friedrich Schiller University Jena, Germany
| | - Daniel Hamacher
- Department of Sport Science, Friedrich Schiller University Jena, Germany
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Xue X, Wu JJ, Huo BB, Xing XX, Ma J, Li YL, Wei D, Duan YJ, Shan CL, Zheng MX, Hua XY, Xu JG. Age-Related Changes in Topological Properties of Individual Brain Metabolic Networks in Rats. Front Aging Neurosci 2022; 14:895934. [PMID: 35645769 PMCID: PMC9136077 DOI: 10.3389/fnagi.2022.895934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 04/20/2022] [Indexed: 11/13/2022] Open
Abstract
Normal aging causes profound changes of structural degeneration and glucose hypometabolism in the human brain, even in the absence of disease. In recent years, with the extensive exploration of the topological characteristics of the human brain, related studies in rats have begun to investigate. However, age-related alterations of topological properties in individual brain metabolic network of rats remain unknown. In this study, a total of 48 healthy female Sprague-Dawley (SD) rats were used, including 24 young rats and 24 aged rats. We used Jensen-Shannon Divergence Similarity Estimation (JSSE) method for constructing individual metabolic networks to explore age-related topological properties and rich-club organization changes. Compared with the young rats, the aged rats showed significantly decreased clustering coefficient (Cp) and local efficiency (E loc ) across the whole-brain metabolic network. In terms of changes in local network measures, degree (D) and nodal efficiency (E nod ) of left posterior dorsal hippocampus, and E nod of left olfactory tubercle were higher in the aged rats than in the young rats. About the rich-club analysis, the existence of rich-club organization in individual brain metabolic networks of rats was demonstrated. In addition, our findings further confirmed that rich-club connections were susceptible to aging. Relative to the young rats, the overall strength of rich-club connections was significantly reduced in the aged rats, while the overall strength of feeder and local connections was significantly increased. These findings demonstrated the age-related reorganization principle of the brain structure and improved our understanding of brain alternations during aging.
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Affiliation(s)
- Xin Xue
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jia-Jia Wu
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Bei-Bei Huo
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiang-Xin Xing
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jie Ma
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yu-Lin Li
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Dong Wei
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yu-Jie Duan
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chun-Lei Shan
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Engineering Research Center of Traditional Chinese Medicine Intelligent Rehabilitation, Ministry of Education, Shanghai, China
| | - Mou-Xiong Zheng
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Department of Traumatology and Orthopedics, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xu-Yun Hua
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Department of Traumatology and Orthopedics, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jian-Guang Xu
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Department of Rehabilitation Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- Engineering Research Center of Traditional Chinese Medicine Intelligent Rehabilitation, Ministry of Education, Shanghai, China
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Cseke B, Uchida TK, Doumit M. Simulating Ideal Assistive Strategies to Reduce the Metabolic Cost of Walking in the Elderly. IEEE Trans Biomed Eng 2022; 69:2797-2805. [PMID: 35201978 DOI: 10.1109/tbme.2022.3153951] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Development of walking assist exoskeletons is a growing area of study, offering a solution to restore, maintain, and enhance mobility. However, applying this technology to the elderly is challenging and there is currently no consensus as to the optimal strategy for assisting elderly gait. The gait patterns of elderly individuals often differ from those of the younger population, primarily in the ankle and hip joints. This study used musculoskeletal simulations to predict how ankle and hip actuators might affect the energy expended by elderly participants during gait. METHODS OpenSim was used to generate simulations of 10 elderly participants walking at self-selected slow, comfortable, and fast speeds. Ideal flexion/extension assistive actuators were added bilaterally to the ankle or hip joints of the models to predict the maximum metabolic power that could be saved by exoskeletons that apply torques at these joints. RESULTS Compared to the unassisted scenario, the use of ideal hip actuators resulted in 215%, 265%, and 306% reductions in average metabolic power consumption at slow, comfortable, and fast walking speeds, respectively; use of ideal ankle actuators resulted in 123%, 142%, and 161% metabolic savings, respectively. CONCLUSION The simulations suggest that providing hip assistance to elderly individuals during walking can result in significantly greater metabolic savings than ankle assistance, assuming kinematics and total joint moments do not change substantially with assistance. SIGNIFICANCE The achieved research results and analysis provide exoskeleton developers guidance on optimally designing walking assist exoskeletons, thus promoting consensus toward the optimal strategy for assisting elderly individuals.
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Factors influencing gait speed in community-dwelling older women: A Bayesian approach. Gait Posture 2022; 92:455-460. [PMID: 34999556 DOI: 10.1016/j.gaitpost.2021.12.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 12/24/2021] [Accepted: 12/29/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Human gait is a complex task resulting from the interaction of sensory perception, muscle force output, and sensory-motor integration, which declines with the aging process and impacts gait speed in older women. RESEARCH QUESTION What are the separate and combined impacts of sensory-motor factors on gait speed of older women? METHODS Sixty healthy older women (69.3 ± 5.9 years) volunteered for this study. A previous screening using Pearson's correlation selected variables significantly correlated with gait speed: age, plantar tactile perception, lower limb explosive force, and mean velocity (MV) of the center of pressure (CoP). Simple and multivariate regression models were performed with selected variables. The magnitude of evidence was obtained using Bayesian inference, determining posterior probabilities based on our data. RESULTS Gait speed was negatively correlated with age and positively correlated with plantar tactile perception, MV (Romberg index), and lower limb explosive force. The coefficient of determination (R2) varied between 0.06 for plantar tactile perception and 0.22 for explosive force (p < 0.05). The multivariate model, including age, MV (Romberg index), and lower limb explosive force, explained 44% (R2 = 0.44) of the variance in gait speed, with a small standard error of estimate (0.14 m/s). Bayesian inference confirmed the good posterior probability of the model. SIGNIFICANCE Age, plantar tactile perception, MV (Romberg index), and lower limb explosive force impact gait speed, whereas the combination of the first three factors has an excellent posterior probability of predicting or affecting gait speed.
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Association between fear of falling and spatial and temporal parameters of gait in older adults: the FIBRA-RJ study. Eur Geriatr Med 2022; 13:407-413. [DOI: 10.1007/s41999-021-00601-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 12/07/2021] [Indexed: 10/19/2022]
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Zapparoli L, Mariano M, Paulesu E. How the motor system copes with aging: a quantitative meta-analysis of the effect of aging on motor function control. Commun Biol 2022; 5:79. [PMID: 35058549 PMCID: PMC8776875 DOI: 10.1038/s42003-022-03027-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 12/27/2021] [Indexed: 01/28/2023] Open
Abstract
Motor cognitive functions and their neurophysiology evolve and degrade along the lifespan in a dramatic fashion. Current models of how the brain adapts to aging remain inspired primarily by studies on memory or language processes. Yet, aging is strongly associated with reduced motor independence and the associated degraded interaction with the environment: accordingly, any neurocognitive model of aging not considering the motor system is, ipso facto, incomplete. Here we present a meta-analysis of forty functional brain-imaging studies to address aging effects on motor control. Our results indicate that motor control is associated with aging-related changes in brain activity, involving not only motoric brain regions but also posterior areas such as the occipito-temporal cortex. Notably, some of these differences depend on the specific nature of the motor task and the level of performance achieved by the participants. These findings support neurocognitive models of aging that make fewer anatomical assumptions while also considering tasks-dependent and performance-dependent manifestations. Besides the theoretical implications, the present data also provide additional information for the motor rehabilitation domain, indicating that motor control is a more complex phenomenon than previously understood, to which separate cognitive operations can contribute and decrease in different ways with aging. Many aspects of neuronal control degrade with ageing, including motor control. Using a meta-analysis of functional MRI images, it is made apparent that the ageing brain relies more on visual strategies than sensory stimuli to maintain motor function.
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Kraus M, Saller MM, Baumbach SF, Neuerburg C, Stumpf UC, Böcker W, Keppler AM. Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole-Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study. JMIR Med Inform 2022; 10:e32724. [PMID: 34989684 PMCID: PMC8771341 DOI: 10.2196/32724] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 10/29/2021] [Accepted: 11/10/2021] [Indexed: 12/15/2022] Open
Abstract
Background Assessment of the physical frailty of older patients is of great importance in many medical disciplines to be able to implement individualized therapies. For physical tests, time is usually used as the only objective measure. To record other objective factors, modern wearables offer great potential for generating valid data and integrating the data into medical decision-making. Objective The aim of this study was to compare the predictive value of insole data, which were collected during the Timed-Up-and-Go (TUG) test, to the benchmark standard questionnaire for sarcopenia (SARC-F: strength, assistance with walking, rising from a chair, climbing stairs, and falls) and physical assessment (TUG test) for evaluating physical frailty, defined by the Short Physical Performance Battery (SPPB), using machine learning algorithms. Methods This cross-sectional study included patients aged >60 years with independent ambulation and no mental or neurological impairment. A comprehensive set of parameters associated with physical frailty were assessed, including body composition, questionnaires (European Quality of Life 5-dimension [EQ 5D 5L], SARC-F), and physical performance tests (SPPB, TUG), along with digital sensor insole gait parameters collected during the TUG test. Physical frailty was defined as an SPPB score≤8. Advanced statistics, including random forest (RF) feature selection and machine learning algorithms (K-nearest neighbor [KNN] and RF) were used to compare the diagnostic value of these parameters to identify patients with physical frailty. Results Classified by the SPPB, 23 of the 57 eligible patients were defined as having physical frailty. Several gait parameters were significantly different between the two groups (with and without physical frailty). The area under the receiver operating characteristic curve (AUROC) of the TUG test was superior to that of the SARC-F (0.862 vs 0.639). The recursive feature elimination algorithm identified 9 parameters, 8 of which were digital insole gait parameters. Both the KNN and RF algorithms trained with these parameters resulted in excellent results (AUROC of 0.801 and 0.919, respectively). Conclusions A gait analysis based on machine learning algorithms using sensor soles is superior to the SARC-F and the TUG test to identify physical frailty in orthogeriatric patients.
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Affiliation(s)
- Moritz Kraus
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Maximilian Michael Saller
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Sebastian Felix Baumbach
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Carl Neuerburg
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Ulla Cordula Stumpf
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Wolfgang Böcker
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
| | - Alexander Martin Keppler
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
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Pelvic floor muscle training and postural balance in elderly women: An exploratory single arm trial. J Bodyw Mov Ther 2022; 29:279-285. [DOI: 10.1016/j.jbmt.2021.09.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 07/12/2021] [Accepted: 09/24/2021] [Indexed: 12/11/2022]
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Affiliation(s)
- Kirstyn James
- From the New England Geriatric Research Education and Clinical Center, the Veterans Affairs Boston Healthcare System (K.J., A.W.S., A.R.O.); the Division of Gerontology, Beth Israel Deaconess Medical Center (K.J.); Harvard Medical School (K.J., A.W.S., A.R.O.); and the Division of Aging, Brigham and Women's Hospital (A.W.S., A.R.O.) - all in Boston; and the Department of Geriatric Medicine, Cork University Hospital, Cork, Ireland (K.J.)
| | - Andrea Wershof Schwartz
- From the New England Geriatric Research Education and Clinical Center, the Veterans Affairs Boston Healthcare System (K.J., A.W.S., A.R.O.); the Division of Gerontology, Beth Israel Deaconess Medical Center (K.J.); Harvard Medical School (K.J., A.W.S., A.R.O.); and the Division of Aging, Brigham and Women's Hospital (A.W.S., A.R.O.) - all in Boston; and the Department of Geriatric Medicine, Cork University Hospital, Cork, Ireland (K.J.)
| | - Ariela R Orkaby
- From the New England Geriatric Research Education and Clinical Center, the Veterans Affairs Boston Healthcare System (K.J., A.W.S., A.R.O.); the Division of Gerontology, Beth Israel Deaconess Medical Center (K.J.); Harvard Medical School (K.J., A.W.S., A.R.O.); and the Division of Aging, Brigham and Women's Hospital (A.W.S., A.R.O.) - all in Boston; and the Department of Geriatric Medicine, Cork University Hospital, Cork, Ireland (K.J.)
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Collimore AN, Aiello AJ, Pohlig RT, Awad LN. The Dynamic Motor Control Index as a Marker of Age-Related Neuromuscular Impairment. Front Aging Neurosci 2021; 13:678525. [PMID: 34366824 PMCID: PMC8339561 DOI: 10.3389/fnagi.2021.678525] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 06/11/2021] [Indexed: 12/22/2022] Open
Abstract
Biomarkers that can identify age-related decline in walking function have potential to promote healthier aging by triggering timely interventions that can mitigate or reverse impairments. Recent evidence suggests that changes in neuromuscular control precede changes in walking function; however, it is unclear which measures are best suited for identifying age-related changes. In this study, non-negative matrix factorization of electromyography data collected during treadmill walking was used to calculate two measures of the complexity of muscle co-activations during walking for 36 adults: (1) the number of muscle synergies and (2) the dynamic motor control index. Study participants were grouped into young (18–35 years old), young-old (65–74 years old), and old–old (75+ years old) subsets. We found that the dynamic motor control index [χ2(2) = 9.41, p = 0.009], and not the number of muscle synergies [χ2(2) = 5.42, p = 0.067], differentiates between age groups [χ2(4) = 10.62, p = 0.031, Nagelkerke R2 = 0.297]. Moreover, an impairment threshold set at a dynamic motor control index of 90 (i.e., one standard deviation below the young adults) was able to differentiate between age groups [χ2(2) = 9.351, p = 0.009]. The dynamic motor control index identifies age-related differences in neuromuscular complexity not measured by the number of muscle synergies and may have clinical utility as a marker of neuromotor impairment.
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Affiliation(s)
- Ashley N Collimore
- Neuromotor Recovery Laboratory, Department of Physical Therapy, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, United States
| | - Ashlyn J Aiello
- Neuromotor Recovery Laboratory, Department of Physical Therapy, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, United States
| | - Ryan T Pohlig
- Biostatistics Core Facility, University of Delaware, Newark, DE, United States
| | - Louis N Awad
- Neuromotor Recovery Laboratory, Department of Physical Therapy, College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, MA, United States
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Lin YH, Chen HC, Hsu NW, Chou P. Using hand grip strength to detect slow walking speed in older adults: the Yilan study. BMC Geriatr 2021; 21:428. [PMID: 34271880 PMCID: PMC8285830 DOI: 10.1186/s12877-021-02361-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 06/28/2021] [Indexed: 01/23/2023] Open
Abstract
Background Walking speed is an important health indicator in older adults, although its measurement can be challenging because of the functional decline due to aging and limited environment. The aim of this study was to examine whether hand grip strength can be a useful proxy for detecting slow walking speed in this population. Methods A cross-sectional study was conducted using the cohort from the Yilan Study in Taiwan. Community-dwelling older adults aged 65 years and older were included. Slow walking speed was defined as a 6-meter walking speed < 1.0 m/s, according to the 2019 Asian Working Group for Sarcopenia diagnostic criteria. Stepwise multiple linear regression was used to determine the most significant variables associated with walking speed. Receiver operating characteristic analysis was used to determine the optimal cutoff values for hand grip strength in detecting slow walking speed. Results A total of 301 participants with an average age of 73.9 ± 6.8 years were included; 55.1 % participants were women. In stepwise multiple linear regression analysis that included various variables, hand grip strength was found to be the most explainable factor associated with walking speed among all participants and among participants of each sex. The optimal cutoff values for hand grip strength in the detection of slow walking speed were 19.73 kg for all participants (sensitivity: 55 %, specificity: 83 %, area under the curve: 0.74, accuracy: 66.9 %), 35.10 kg for men (sensitivity: 92 %, specificity: 42 %, area under the curve: 0.70, accuracy: 66.4 %), and 17.93 kg for women (sensitivity: 62 %, specificity: 80 %, area under the curve: 0.76, accuracy: 67.9 %). Conclusions Hand grip strength was found to be a useful proxy for the identification of slow walking speed in older adults.
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Affiliation(s)
- Yen-Huai Lin
- Department of Medical Imaging, Cheng Hsin General Hospital, Taipei, Taiwan.,Department of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hsi-Chung Chen
- Department of Psychiatry and Center of Sleep Disorders, National Taiwan University Hospital, Taipei, Taiwan
| | - Nai-Wei Hsu
- Department of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. .,Community Medicine Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan. .,Division of Cardiology, Department of Internal Medicine, National Yang Ming Chiao Tung University Hospital, 152 Hsing-Ming Road, 26042, Yilan, Taiwan. .,Public Health Bureau, Yilan County, Taiwan.
| | - Pesus Chou
- Community Medicine Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan
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