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He S, Meng D, Wei M, Guo H, Yang G, Wang Z. Proposal and validation of a new approach in tele-rehabilitation with 3D human posture estimation: a randomized controlled trial in older individuals with sarcopenia. BMC Geriatr 2024; 24:586. [PMID: 38977995 PMCID: PMC11232209 DOI: 10.1186/s12877-024-05188-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 07/01/2024] [Indexed: 07/10/2024] Open
Abstract
OBJECTIVE Through a randomized controlled trial on older adults with sarcopenia, this study compared the training effects of an AI-based remote training group using deep learning-based 3D human pose estimation technology with those of a face-to-face traditional training group and a general remote training group. METHODS Seventy five older adults with sarcopenia aged 60-75 from community organizations in Changchun city were randomly divided into a face-to-face traditional training group (TRHG), a general remote training group (GTHG), and an AI-based remote training group (AITHG). All groups underwent a 3-month program consisting of 24-form Taichi exercises, with a frequency of 3 sessions per week and each session lasting 40 min. The participants underwent Appendicular Skeletal Muscle Mass Index (ASMI), grip strength, 6-meter walking pace, Timed Up and Go test (TUGT), and quality of life score (QoL) tests before the experiment, during the mid-term, and after the experiment. This study used SPSS26.0 software to perform one-way ANOVA and repeated measures ANOVA tests to compare the differences among the three groups. A significance level of p < 0.05 was defined as having significant difference, while p < 0.01 was defined as having a highly significant difference. RESULTS (1) The comparison between the mid-term and pre-term indicators showed that TRHG experienced significant improvements in ASMI, 6-meter walking pace, and QoL (p < 0.01), and a significant improvement in TUGT timing test (p < 0.05); GTHG experienced extremely significant improvements in 6-meter walking pace and QoL (p < 0.01); AITHG experienced extremely significant improvements in ASMI, 6-meter walking pace, and QoL (p < 0.01), and a significant improvement in TUGT timing test (p < 0.05). (2) The comparison between the post-term and pre-term indicators showed that TRHG experienced extremely significant improvements in TUGT timing test (p < 0.01); GTHG experienced significant improvements in ASMI and TUGT timing test (p < 0.05); and AITHG experienced extremely significant improvements in TUGT timing test (p < 0.01). (3) During the mid-term, there was no significant difference among the groups in all tests (p > 0.05). The same was in post-term tests (p > 0.05). CONCLUSION Compared to the pre-experiment, there was no significant difference at the post- experiment in the recovery effects on the muscle quality, physical activity ability, and life quality of patients with sarcopenia between the AI-based remote training group and the face-to-face traditional training group. 3D pose estimation is equally as effective as traditional rehabilitation methods in enhancing muscle quality, functionality and life quality in older adults with sarcopenia. TRIAL REGISTRATION The trial was registered in ClinicalTrials.gov (NCT05767710).
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Affiliation(s)
- Shichun He
- Chinese Center of Exercise Epidemiology, Northeast Normal University, Renmin Street, Changchun, 130024, Jilin, China
| | - Deyu Meng
- Chinese Center of Exercise Epidemiology, Northeast Normal University, Renmin Street, Changchun, 130024, Jilin, China
| | - Meiqi Wei
- Chinese Center of Exercise Epidemiology, Northeast Normal University, Renmin Street, Changchun, 130024, Jilin, China
| | - Hongzhi Guo
- AI Group, Intelligent Lancet LLC, Sacramento, CA, 95816, USA
- Graduate School of Human Sciences, Waseda University, Tokorozawa, 3591192, Aitama, Japan
| | - Guang Yang
- Chinese Center of Exercise Epidemiology, Northeast Normal University, Renmin Street, Changchun, 130024, Jilin, China.
| | - Ziheng Wang
- Chinese Center of Exercise Epidemiology, Northeast Normal University, Renmin Street, Changchun, 130024, Jilin, China.
- AI Group, Intelligent Lancet LLC, Sacramento, CA, 95816, USA.
- Advanced Research Center for Human Sciences, Waseda University, Tokorozawa, 3591192, Aitama, Japan.
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Kong L, Wang W, Zhu X, Zhang W, Li Q, Wang X, Wang L. Effect of frailty on kinematic characteristics of walking in community-dwelling elders. Z Gerontol Geriatr 2022; 55:689-695. [PMID: 34757468 DOI: 10.1007/s00391-021-01997-2] [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: 09/03/2021] [Accepted: 10/21/2021] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Frailty has a high prevalence in elders and impairs motor ability. This study aimed to investigate the influence caused by frailty in kinematic characteristics of walking and walking strategy adjustment from static standing to stable walking. METHODS In this study, 80 community-dwelling elders performed tests. The Kihon checklist (KCL) was used to assess frailty. The timed up and go test (TUGT) and the 30-s chair stand test (30-s CST) were used to assess balance and muscle strength. The Xsens MVN BIOMECH Awinda was used to collect walking kinematic data. RESULTS This study included 25 robust, 30 prefrail, and 25 frail elders. The TUGT completed time (P < 0.001) and the 30-s CST completed number (P = 0.002) had statistical differences among groups. The maximum peak of knee internal rotation showed an interaction between the frailty and the walking phase (P = 0.015). The peak angle of hip adduction, hip and knee flexion, and knee and ankle internal rotation were significantly lower in frail elders than others (P < 0.05). CONCLUSION Frailty affects the kinematic characteristics of walking, resulting in the hip, knee, and ankle flexion, hip adduction, knee and ankle internal rotation reduced. Besides, frailty has a specific negative effect on the walking strategy adjustment from static standing to stable walking.
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Affiliation(s)
- Lingyu Kong
- School of Rehabilitation Medicine, Weifang Medical University, 261053, Weifang, China
| | - Wei Wang
- School of Basic Medical Sciences, Weifang Medical University, Weifang, China
| | - Xinrui Zhu
- School of Rehabilitation Medicine, Weifang Medical University, 261053, Weifang, China
| | - Wen Zhang
- School of Rehabilitation Medicine, Weifang Medical University, 261053, Weifang, China
| | - Qianqian Li
- School of Rehabilitation Medicine, Weifang Medical University, 261053, Weifang, China
| | - Xiaowen Wang
- Department of Rehabilitation Medicine, Affiliated Hospital, Weifang Medical University, Weifang, China
| | - Liduan Wang
- School of Rehabilitation Medicine, Weifang Medical University, 261053, Weifang, China.
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Galhardas L, Raimundo A, Del Pozo-Cruz J, Marmeleira J. Physical and Motor Fitness Tests for Older Adults Living in Nursing Homes: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5058. [PMID: 35564453 PMCID: PMC9105463 DOI: 10.3390/ijerph19095058] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/09/2022] [Accepted: 04/19/2022] [Indexed: 02/01/2023]
Abstract
This systematic review aimed to identify the physical/motor fitness tests for nursing home residents and to examine their psychometric properties. Electronic databases were searched for articles published between January 2005 and October 2021 using MeSh terms and relevant keywords. Of the total of 4196 studies identified, 3914 were excluded based on title, abstracts, or because they were duplicates. The remaining 282 studies were full-text analyzed, and 41 were excluded, resulting in 241 studies included in the review. The most common physical component assessed was muscle strength; 174 (72.2%) studies assessed this component. Balance (138 studies, 57.3%) and agility (102 studies, 42.3%) were the second and third components, respectively, most widely assessed. In this review, we also describe the most used assessment tests for each physical/motor component. Some potentially relevant components such as manual dexterity and proprioception have been little considered. There are few studies assessing the psychometric properties of the tests for nursing home residents, although the data show that, in general, they are reliable. This review provides valuable information to researchers and health-care professionals regarding the physical/motor tests used in nursing home residences, helping them select the screening tools that could most closely fit their study objectives.
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Affiliation(s)
- Luis Galhardas
- Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo dos Colegiais, 7000-727 Évora, Portugal; (A.R.); (J.M.)
- Comprehensive Health Research Centre (CHRC), Palácio do Vimioso, Gabinete 256, Largo Marquês de Marialva, Apart. 94, 7002-554 Évora, Portugal
| | - Armando Raimundo
- Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo dos Colegiais, 7000-727 Évora, Portugal; (A.R.); (J.M.)
- Comprehensive Health Research Centre (CHRC), Palácio do Vimioso, Gabinete 256, Largo Marquês de Marialva, Apart. 94, 7002-554 Évora, Portugal
| | - Jesús Del Pozo-Cruz
- Department of Physical Education and Sports, University of Seville, 41013 Sevilla, Spain;
- Epidemiology of Physical Activity and Fitness across Lifespan Research Group (EPAFit), University of Seville, 41013 Sevilla, Spain
| | - José Marmeleira
- Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Largo dos Colegiais, 7000-727 Évora, Portugal; (A.R.); (J.M.)
- Comprehensive Health Research Centre (CHRC), Palácio do Vimioso, Gabinete 256, Largo Marquês de Marialva, Apart. 94, 7002-554 Évora, Portugal
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Zellers JA, Commean PK, Chen L, Mueller MJ, Hastings MK. A limited number of slices yields comparable results to all slices in foot intrinsic muscle deterioration ratio on computed tomography and magnetic resonance imaging. J Biomech 2021; 129:110750. [PMID: 34555631 DOI: 10.1016/j.jbiomech.2021.110750] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 08/17/2021] [Accepted: 09/08/2021] [Indexed: 01/20/2023]
Abstract
Diagnostic imaging modalities, like computed tomography (CT) and magnetic resonance imaging (MRI), can be used to assess in vivo muscle quality. Quantitative assessment using these techniques is time-intensive and costly due in part to extensive post-processing needs. The purpose of this study was to identify whether a subset of slices on CT and MRI would yield comparable results to the full number of slices for a measure of muscle quality (muscle deterioration ratio = fat volume/muscle volume) in the foot intrinsic muscles of people with diabetes and peripheral neuropathy. CT (0.6 mm slice thickness) and MRI (3.5 mm slice thickness) scans were obtained using previously described methods. The total number of slices acquired during the scan was compared to several conditions using a portion of slices. Bland-Altman plots and Lin's concordance correlation coefficient were used to test agreement. Any condition using at least three slices yielded substantial to almost perfect agreement with the total number of slices on both CT and MRI (Range of Lin's concordance correlation coefficient: 0.947-0.999). Using a single slice in the middle of the region of interest demonstrated poor to moderate agreement with the total number of slices. The findings of this study suggest that using a limited number of slices to quantify muscle deterioration ratio on CT or MRI is a viable way to balance the combined need for measurement accuracy with feasibility in research and clinical settings.
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Affiliation(s)
- Jennifer A Zellers
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, United States
| | - Paul K Commean
- Mallinckrodt Institute of Radiology, Washington University School of Medicine in St. Louis, United States
| | - Ling Chen
- Division of Biostatistics, Washington University School of Medicine in St. Louis, United States
| | - Michael J Mueller
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, United States
| | - Mary K Hastings
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, United States.
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Baltasar-Fernandez I, Alcazar J, Rodriguez-Lopez C, Losa-Reyna J, Alonso-Seco M, Ara I, Alegre LM. Sit-to-stand muscle power test: Comparison between estimated and force plate-derived mechanical power and their association with physical function in older adults. Exp Gerontol 2020; 145:111213. [PMID: 33340686 DOI: 10.1016/j.exger.2020.111213] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/25/2020] [Accepted: 12/13/2020] [Indexed: 12/20/2022]
Abstract
OBJECTIVES This study aimed i) to assess the assumptions made in the sit-to-stand (STS) muscle power test [body mass accelerated during the ascending phase (90% of total body mass), leg length (50% of total body height) and concentric phase (50% of total STS time)], ii) to compare force plate-derived (FPD) STS power values with those derived from the STS muscle power test; and iii) to analyze the relationships of both measurements with physical function. MATERIAL AND METHODS Fifty community-dwelling older adults (71.3 ± 4.4 years) participated in the present investigation. FPD STS power was calculated as the product of measured force (force platform) and velocity [difference between leg length (DXA scan) and chair height, divided by time (obtained from FPD data and video analysis)], and compared to estimated STS power using the STS muscle power test. Physical function was assessed by the timed-up-and-go (TUG) velocity, habitual gait speed (HGS) and maximal gait speed (MGS). Paired t-tests, Bland-Altman plots and regressions analyses were conducted. RESULTS Body mass accelerated during the STS phase was 85.1 ± 3.8% (p < 0.05; compared to assumed 90%), leg length was 50.7 ± 1.3% of body height (p < 0.05; compared to 50%), and measured concentric time was 50.3 ± 4.6% of one STS repetition (p > 0.05; compared to assumed 50%). There were no significant differences between FPD and estimated STS power values (mean difference [95% CI] = 6.4 W [-68.5 to 81.6 W]; p = 0.251). Both FPD and estimated relative (i.e. normalized to body mass) STS power were significantly related to each other (r = 0.95 and ICC = 0.95; p < 0.05) and to MGS and TUG velocity after adjusting for age and sex (p < 0.05). CONCLUSIONS Estimated STS power was not different from FPD STS power and both measures were strongly related to each other and to maximal physical performance.
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Affiliation(s)
- Ivan Baltasar-Fernandez
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
| | - Julian Alcazar
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
| | - Carlos Rodriguez-Lopez
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
| | - José Losa-Reyna
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain; Division of Geriatric Medicine, Hospital Virgen del Valle, Complejo Hospitalario de Toledo, Toledo, Spain.
| | - María Alonso-Seco
- Division of Geriatric Medicine, Hospital Virgen del Valle, Complejo Hospitalario de Toledo, Toledo, Spain.
| | - Ignacio Ara
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
| | - Luis M Alegre
- GENUD Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
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Río X, Larrinaga-Undabarrena A, Coca A, Guerra-Balic M. Reference Values for Handgrip Strength in the Basque Country Elderly Population. BIOLOGY 2020; 9:E414. [PMID: 33255485 PMCID: PMC7760619 DOI: 10.3390/biology9120414] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 11/19/2020] [Accepted: 11/24/2020] [Indexed: 11/16/2022]
Abstract
Strength training is currently the most recommended primary therapeutic strategy to prevent and reverse the decline of muscle mass, strength, and functional deterioration associated with age. The aim is to provide reference values of handgrip strength (HGS) in the Basque Country population and compare the values with other populations. A total of 1869 subjects from the health-promoting programme for adults and older adults run by the Bilbao City Council were assessed using HGS with a digital dynamometer and anthropometric data measured by Tanita to obtain the mean values according to age distribution. From the 1869 subjects, 87.5% were women and 12.5% men. The HGS was higher among men than women, 32.4 ± 6.6 versus 20.1 ± 4.7 kg, respectively, p < 0.001 at all ages. Weak HGS cut-off points by age groups ranged from 31.0 to 23.8 and from 18.9 to 12.4 in men and women, respectively. The sample data were compared (d, t, and α) with those of other populations in all age groups (group > 60 years at 95% df, p < 0.05). A health-promoting programme appears to be effective in the general population in obtaining better values in the HGS test as age increases.
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Affiliation(s)
- Xabier Río
- Faculty of Psychology and Education, Physical Activity and Sports Sciences, University of Deusto, 48007 Bizkaia, Spain; (A.L.-U.); (A.C.)
| | - Arkaitz Larrinaga-Undabarrena
- Faculty of Psychology and Education, Physical Activity and Sports Sciences, University of Deusto, 48007 Bizkaia, Spain; (A.L.-U.); (A.C.)
| | - Aitor Coca
- Faculty of Psychology and Education, Physical Activity and Sports Sciences, University of Deusto, 48007 Bizkaia, Spain; (A.L.-U.); (A.C.)
| | - Myriam Guerra-Balic
- Faculty of Psychology, Education Sciences and Sport Blanquerna, University of Ramon Llul, 08022 Barcelona, Spain;
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Mayer KP, Thompson Bastin ML, Montgomery-Yates AA, Pastva AM, Dupont-Versteegden EE, Parry SM, Morris PE. Acute skeletal muscle wasting and dysfunction predict physical disability at hospital discharge in patients with critical illness. Crit Care 2020; 24:637. [PMID: 33148301 PMCID: PMC7640401 DOI: 10.1186/s13054-020-03355-x] [Citation(s) in RCA: 95] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/23/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Patients surviving critical illness develop muscle weakness and impairments in physical function; however, the relationship between early skeletal muscle alterations and physical function at hospital discharge remains unclear. The primary purpose of this study was to determine whether changes in muscle size, strength and power assessed in the intensive care unit (ICU) predict physical function at hospital discharge. METHODS Study design is a single-center, prospective, observational study in patients admitted to the medicine or cardiothoracic ICU with diagnosis of sepsis or acute respiratory failure. Rectus femoris (RF) and tibialis anterior (TA) muscle ultrasound images were obtained day one of ICU admission, repeated serially and assessed for muscle cross-sectional area (CSA), layer thickness (mT) and echointensity (EI). Muscle strength, as measured by Medical Research Council-sum score, and muscle power (lower-extremity leg press) were assessed prior to ICU discharge. Physical function was assessed with performance on 5-times sit-to-stand (5STS) at hospital discharge. RESULTS Forty-one patients with median age of 61 years (IQR 55-68), 56% male and sequential organ failure assessment score of 8.1 ± 4.8 were enrolled. RF muscle CSA decreased significantly a median percent change of 18.5% from day 1 to 7 (F = 26.6, p = 0.0253). RF EI increased at a mean percent change of 10.5 ± 21% in the first 7 days (F = 3.28, p = 0.081). At hospital discharge 25.7% of patients (9/35) met criteria for ICU-acquired weakness. Change in RF EI in first 7 days of ICU admission and muscle power measured prior to ICU were strong predictors of ICU-AW at hospital discharge (AUC = 0.912). Muscle power at ICU discharge, age and ICU length of stay were predictive of performance on 5STS at hospital discharge. CONCLUSION ICU-assessed muscle alterations, specifically RF EI and muscle power, are predictors of diagnosis of ICU-AW and physical function assessed by 5x-STS at hospital discharge in patients surviving critical illness.
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Affiliation(s)
- Kirby P Mayer
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, 900 Rose St, Wethington 204D, Lexington, KY, 40536, USA.
- Center for Muscle Biology, University of Kentucky, Lexington, USA.
| | | | - Ashley A Montgomery-Yates
- Division of Pulmonary, Critical Care and Sleep Medicine, College of Medicine, University of Kentucky, Lexington, USA
| | - Amy M Pastva
- Departments of Orthopedic Surgery, Medicine, Cell Biology, and Population Health Sciences, Duke University School of Medicine, Durham, USA
| | - Esther E Dupont-Versteegden
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, 900 Rose St, Wethington 204D, Lexington, KY, 40536, USA
- Center for Muscle Biology, University of Kentucky, Lexington, USA
| | - Selina M Parry
- Department of Physiotherapy, School of Health Sciences, The University of Melbourne, Melbourne, Australia
| | - Peter E Morris
- Division of Pulmonary, Critical Care and Sleep Medicine, College of Medicine, University of Kentucky, Lexington, USA
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