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Maher S, Donlon E, Mullane G, Walsh R, Lynch T, Fearon C. Treatment of Apathy in Parkinson's Disease and Implications for Underlying Pathophysiology. J Clin Med 2024; 13:2216. [PMID: 38673489 PMCID: PMC11051068 DOI: 10.3390/jcm13082216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 03/28/2024] [Accepted: 04/05/2024] [Indexed: 04/28/2024] Open
Abstract
Apathy is a prevalent and highly debilitating non-motor symptom of Parkinson's disease (PD) that is often overlooked in clinical practice due to its subtle nature. This review aims to provide a comprehensive overview of the current evidence for the treatment of apathy in PD, highlighting recent advancements and emerging therapeutic avenues. In this review, we analyse a diverse array of treatment strategies for apathy in PD, including pharmacological interventions, non-pharmacological approaches, and emerging neuromodulation techniques. We evaluate the efficacy, safety, and limitations of established pharmacotherapies, such as dopaminergic agents, antidepressants, and cognitive enhancers. Additionally, we examine the promising role of non-pharmacological interventions, encompassing psychotherapies and behavioural interventions, in ameliorating apathetic symptoms. Furthermore, this review explores the effects of neuromodulation techniques on apathy, including the modulation of apathy via deep brain stimulation and emerging data on the potential influence of transcranial magnetic stimulation (TMS) on apathy in PD. Ultimately, a deeper understanding of effective treatment strategies for apathy has the potential to significantly improve the quality of life and overall well-being of individuals living with PD.
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Affiliation(s)
- Senan Maher
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
| | - Eoghan Donlon
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
| | - Gerard Mullane
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
| | - Richard Walsh
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
- Academic Unit of Neurology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Tim Lynch
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
- School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Conor Fearon
- Dublin Neurological Institute, Mater Misericordiae Hospital, D07 W7XF Dublin, Ireland
- School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
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2
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Hernandez-Martinez J, Ramos-Espinoza F, Muñoz-Vásquez C, Guzman-Muñoz E, Herrera-Valenzuela T, Branco BHM, Castillo-Cerda M, Valdés-Badilla P. Effects of active exergames on physical performance in older people: an overview of systematic reviews and meta-analysis. Front Public Health 2024; 12:1250299. [PMID: 38655514 PMCID: PMC11037520 DOI: 10.3389/fpubh.2024.1250299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 02/29/2024] [Indexed: 04/26/2024] Open
Abstract
This overview assessed the available body of published peer-reviewed systematic reviews and meta-analyses related to the effects of active exergames compared with active/passive control on physical performance outcomes in older people. The methodological quality and certainty of evidence were assessed using PRISMA, AMSTAR 2, and GRADE. The protocol was registered in PROSPERO (code: CRD42023391694). The main outcomes indicate that 4,477 records, five systematic reviews, and 10 meta-analyses were included. The AMSTAR-2 reported six meta-analyses with high methodological quality, four moderate quality, two systematic reviews with low quality, and three very-low quality. Meta-analysis was performed on balance using the Berg Balance Scale (BBS) and Timed Up-and-Go (TUG) tests, on cardiorespiratory fitness using the 6-min walk test, and on upper and lower limbs muscle strength using the handgrip strength, knee extension, and 30-s chair stand tests. Significant differences in favor of the active exergames groups concerning active/passive groups were reported in BBS (SMD = 0.85; 95% CI = 0.12-1.58; I2 = 96%; p = 0.02), TUG (SMD = 1.44; 95% CI = 0.71-2.16; I2 = 97%; p < 0.0001), and 30-s chair stand test (SMD = 0.79; 95% CI = 0.33-1.25; I2 = 88%; p = 0.0008). However, no significant differences were reported in favor of the active exergames groups in 6-min walk (SMD = 0.93; 95% CI = -0.64 to 2.50; I2 = 95%; p = 0.24), handgrip strength (SMD = 0.67; 95% CI = -0.04 to 1.38; I2 = 84%; p = 0.06), and knee extension tests (SMD = 0.20; 95% CI = -0.05 to 0.44; I2 = 95%; p = 0.12) compared to active/passive control. However, it was impossible to perform a meta-analysis for the variables of walking speed as a fall risk due to the diversity of instruments and the small number of systematic reviews with meta-analysis. In conclusion, interventions utilizing active exergames have shown significant improvements in the static and dynamic balance and lower limb muscle strength of apparently healthy older people, compared to control groups of active/inactive participants, as measured by BBS, TUG, and 30-s chair stand tests. However, no significant differences were found in the 6-min walk, HGS, and knee extension tests. Systematic review registration PROSPERO, CRD42023391694.
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Affiliation(s)
- Jordan Hernandez-Martinez
- Department of Physical Activity Sciences, Universidad de Los Lagos, Osorno, Chile
- Programa de Investigación en Deporte, Sociedad y Buen Vivir, Universidad de los Lagos, Osorno, Chile
| | - Francisco Ramos-Espinoza
- Doctoral Program in Psychology, Faculty of Health Sciences, Universidad Católica del Maule, Talca, Chile
| | - Cristopher Muñoz-Vásquez
- Department of Health, Programa de Prevención y Rehabilitación Cardiovascular, CESFAM Dr. Juan Carlos Baeza, San Clemente, Chile
| | - Eduardo Guzman-Muñoz
- Faculty of Health, School of Kinesiology, Universidad Santo Tomás, Talca, Chile
- Faculty of Health Sciences, School of Kinesiology, Universidad Autónoma de Chile, Talca, Chile
| | - Tomas Herrera-Valenzuela
- Department of Physical Activity, Sports and Health Sciences, Faculty of Medical Sciences, Universidad de Santiago de Chile (USACH), Santiago, Chile
| | | | - Maria Castillo-Cerda
- Department of Physical Activity Sciences, Universidad de Los Lagos, Osorno, Chile
| | - Pablo Valdés-Badilla
- Department of Physical Activity Sciences, Faculty of Education Sciences, Universidad Católica del Maule, Talca, Chile
- Sports Coach Career, School of Education, Universidad Viña del Mar, Viña del Mar, Chile
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Elhusein AM, Fadlalmola HA, Awadalkareem EM, Alhusain EYM, Alnassry SM, Alshammari M, Abdulrahman EE, Fadila DES, Ibrahim FM, Saeed AAM, Abdalla A, Moafa HN, El-Amin EI, Mamanao DM. Exercise-based gaming in patients with multiple sclerosis: A systematic review and meta-analysis. BELITUNG NURSING JOURNAL 2024; 10:1-14. [PMID: 38425686 PMCID: PMC10900063 DOI: 10.33546/bnj.3006] [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: 09/30/2023] [Revised: 11/04/2023] [Accepted: 01/22/2024] [Indexed: 03/02/2024] Open
Abstract
Background Multiple sclerosis presents a significant burden, with balance disturbances impacting patients' daily living. Conventional therapies have been supplemented with technological advancements like virtual reality (VR) and exergaming, providing engaging, multisensory rehabilitation options. Objective This study aimed to synthesize evidence on exergaming's role in multiple sclerosis treatment, particularly to evaluate the impact of exergaming on cognitive, motor, and psychological outcomes in patients with multiple sclerosis. Methods A systematic review and subsequent meta-analysis design were employed. An extensive search was conducted up to June 2023 across five electronic databases - Web of Science, Scopus, PubMed, Cochrane, and EMBASE. The data extraction process from the selected studies was conducted independently. The risk of bias was assessed using the Cochrane Risk of Bias Assessment Tool 1 (ROB1) and the National Institutes of Health (NIH) assessment tool. Continuous outcomes were consolidated as mean differences (MD) with 95% confidence intervals (CIs). Meta-analyses were performed using RevMan ver. 5.4. Results Out of 1,029 studies, 27 were included for meta-analysis. There were no significant differences in cognitive outcomes between the exergaming and the no-intervention group or the Conventional Physiotherapy and Rehabilitation interventions (CPRh) subgroups. However, the Symbol Digit Modalities Test (SDMT) showed a statistically significant difference in favor of exergaming in the no-intervention subgroup (MD = 5.40, 95% CI [0.08, 10.72], p = 0.05). In motor outcomes, exergaming only demonstrated better results in the 6-minute walking test compared to the no-intervention group (MD = 25.53, 95% CI [6.87, 44.19], p = 0.007). The Berg Balance Scale score in both studied subgroups and the Timed Up and Go (TUG) test in the no-intervention group favored exergaming. In terms of psychological outcomes, the Beck Depression Inventory did not reveal any significant differences, while the Modified Fatigue Impact Scale (MFIS) score favored exergaming in the CPRh subgroup. Conclusion Exergaming shows promise for enhancing cognitive and motor functions, motivation, adherence, and quality of life in MS patients, which is beneficial for nurses. It can be tailored to individual preferences and easily conducted at home, potentially serving as a viable alternative to traditional rehab programs, especially during relapses. However, further research is necessary to fully understand its optimal and lasting benefits.
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Affiliation(s)
- Amal Mohamed Elhusein
- Nursing Department, College of Applied Medical Sciences, University of Bisha, Bisha, Saudi Arabia
| | - Hammad Ali Fadlalmola
- Nursing College, Department of Community Health Nursing, Taibah University, Saudi Arabia
| | | | | | | | - Mukhlid Alshammari
- College of Applied Medical Science, University of Hafr Al Batin, Saudi Arabia
| | | | - Doaa El Sayed Fadila
- Nursing College, Department of Community Health Nursing, Taibah University, Saudi Arabia
- Gerontological Nursing Department, Faculty of Nursing, Mansoura University, Egypt
| | - Fatma M. Ibrahim
- Community Health Nursing, RAK Medical and Health Sciences University, United Arab Emirates
| | | | - Adel Abdalla
- Prince Sultan Military College of Health Sciences, Nursing Department, Al Dhahran, Saudi Arabia
| | - Hassan N Moafa
- Department of Epidemiology, College of Public Health and Tropical Medicine, Jazan University, Jazan, Saudi Arabia
- Department of Tropical Medicine, College of Public Health and Tropical Medicine, Jazan University, Jazan, Saudi Arabia
| | - Ehab I. El-Amin
- Department of Epidemiology, College of Public Health and Tropical Medicine, Jazan University, Jazan, Saudi Arabia
| | - Daniel Mon Mamanao
- Nursing College, Department of Community Health Nursing, Taibah University, Saudi Arabia
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Yang J, Dong Y, Yan S, Yi L, Qiu J. Which Specific Exercise Models Are Most Effective on Global Cognition in Patients with Cognitive Impairment? A Network Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2790. [PMID: 36833483 PMCID: PMC9957167 DOI: 10.3390/ijerph20042790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/22/2023] [Accepted: 02/01/2023] [Indexed: 06/18/2023]
Abstract
(1) Introduction: Physical exercise interventions can impart significant cognitive benefits to older adults suffering from cognitive impairment (CI). However, the efficacy of these interventions can vary widely, depending on the type, intensity, duration and frequency of exercise. (2) Aim: To systematically review the efficacy of exercise therapy on global cognition in patients with CI using a network meta-analysis (NMA). (3) Methods: The PubMed, Embase, Sport Discus (EBSCO) and Cochrane Library databases were electronically searched to collect randomized controlled trials (RCTs) on exercise for patients with CI from inception to 7 August 2022. Two reviewers independently screened the literature, extracted data, and assessed the risk of bias of the included studies. The NMA was performed using the consistency model. (4) Results: A total of 29 RCTs comprising 2458 CI patients were included. The effects of different types of exercise on patients with CI were ranked as follows: multicomponent exercise (SMD = 0.84, 95% CI 0.31 to 1.36, p = 0.002), short duration (≤45 min) (SMD = 0.83, 95% CI 0.18 to 1.19, p = 0.001), vigorous intensity (SMD = 0.77, 95% CI 0.18 to 1.36, p = 0.011) and high frequency (5-7 times/week) (SMD = 1.28, 95% CI 0.41 to 2.14, p = 0.004). (5) Conclusion: These results suggested that multicomponent, short-duration, high-intensity, and high-frequency exercise may be the most effective type of exercise in improving global cognition in CI patients. However, more RCTs based on direct comparison of the effects of different exercise interventions are needed. (6) NMA registration identifier: CRD42022354978.
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Affiliation(s)
- Junchao Yang
- School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Yunfeng Dong
- School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Shuting Yan
- School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Longyan Yi
- China Institute of Sports and Health, Beijing Sport University, Beijing 100084, China
| | - Junqiang Qiu
- School of Sport Science, Beijing Sport University, Beijing 100084, China
- Beijing Sports Nutrition Engineering Research Center, Beijing 100084, China
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Demeco A, Zola L, Frizziero A, Martini C, Palumbo A, Foresti R, Buccino G, Costantino C. Immersive Virtual Reality in Post-Stroke Rehabilitation: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:1712. [PMID: 36772757 PMCID: PMC9919580 DOI: 10.3390/s23031712] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 01/24/2023] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
In recent years, next to conventional rehabilitation's techniques, new technologies have been applied in stroke rehabilitation. In this context, fully immersive virtual reality (FIVR) has showed interesting results thanks to the level of immersion of the subject in the illusional world, with the feeling of being a real part of the virtual environment. This study aims to investigate the efficacy of FIVR in stroke rehabilitation. PubMed, Web of Science and Scopus were screened up to November 2022 to identify eligible randomized controlled trials (RCTs). Out of 4623, we included 12 RCTs involving post-acute and chronic stroke survivors, with a total of 350 patients (234 men and 115 women; mean age 58.36 years). High heterogeneity of the outcomes considered, the results showed that FIVR provides additional benefits, in comparison with standard rehabilitation. In particular, results showed an improvement in upper limb dexterity, gait performance and dynamic balance, influencing patient independence. Therefore, FIVR represents an adaptable, multi-faceted rehabilitation tool that can be considered in post-stroke rehabilitation, improving the compliance of the patients to the treatment and increasing the level of functioning and quality of life of stroke survivors.
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Affiliation(s)
- Andrea Demeco
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
| | - Laura Zola
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
| | - Antonio Frizziero
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
| | - Chiara Martini
- Department of Diagnostic, Parma University Hospital, 43126 Parma, Italy
| | - Arrigo Palumbo
- Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, 88100 Catanzaro, Italy
| | - Ruben Foresti
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
| | - Giovanni Buccino
- Division of Neuroscience, IRCCS San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Cosimo Costantino
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy
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Morinan G, Dushin Y, Sarapata G, Rupprechter S, Peng Y, Girges C, Salazar M, Milabo C, Sibley K, Foltynie T, Cociasu I, Ricciardi L, Baig F, Morgante F, Leyland LA, Weil RS, Gilron R, O’Keeffe J. Computer vision quantification of whole-body Parkinsonian bradykinesia using a large multi-site population. NPJ Parkinsons Dis 2023; 9:10. [PMID: 36707523 PMCID: PMC9883391 DOI: 10.1038/s41531-023-00454-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/13/2023] [Indexed: 01/28/2023] Open
Abstract
Parkinson's disease (PD) is a common neurological disorder, with bradykinesia being one of its cardinal features. Objective quantification of bradykinesia using computer vision has the potential to standardise decision-making, for patient treatment and clinical trials, while facilitating remote assessment. We utilised a dataset of part-3 MDS-UPDRS motor assessments, collected at four independent clinical and one research sites on two continents, to build computer-vision-based models capable of inferring the correct severity rating robustly and consistently across all identifiable subgroups of patients. These results contrast with previous work limited by small sample sizes and small numbers of sites. Our bradykinesia estimation corresponded well with clinician ratings (interclass correlation 0.74). This agreement was consistent across four clinical sites. This result demonstrates how such technology can be successfully deployed into existing clinical workflows, with consumer-grade smartphone or tablet devices, adding minimal equipment cost and time.
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Affiliation(s)
- Gareth Morinan
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER UK
| | - Yuriy Dushin
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER, UK.
| | - Grzegorz Sarapata
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER UK
| | - Samuel Rupprechter
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER UK
| | - Yuwei Peng
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER UK
| | - Christine Girges
- grid.436283.80000 0004 0612 2631Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Maricel Salazar
- grid.436283.80000 0004 0612 2631Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Catherine Milabo
- grid.436283.80000 0004 0612 2631Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Krista Sibley
- grid.436283.80000 0004 0612 2631Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Thomas Foltynie
- grid.436283.80000 0004 0612 2631Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, Queen Square, London, WC1N 3BG UK
| | - Ioana Cociasu
- grid.264200.20000 0000 8546 682XNeuroscience Research Centre, Molecular and Clinical Sciences Research Institute, St George’s, University of London, Cranmer Terrace, London, SW17 0RE UK
| | - Lucia Ricciardi
- grid.264200.20000 0000 8546 682XNeuroscience Research Centre, Molecular and Clinical Sciences Research Institute, St George’s, University of London, Cranmer Terrace, London, SW17 0RE UK
| | - Fahd Baig
- grid.264200.20000 0000 8546 682XNeuroscience Research Centre, Molecular and Clinical Sciences Research Institute, St George’s, University of London, Cranmer Terrace, London, SW17 0RE UK
| | - Francesca Morgante
- grid.264200.20000 0000 8546 682XNeuroscience Research Centre, Molecular and Clinical Sciences Research Institute, St George’s, University of London, Cranmer Terrace, London, SW17 0RE UK ,grid.10438.3e0000 0001 2178 8421Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy, Via Consolare Valeria, 98165 Messina, Italy
| | - Louise-Ann Leyland
- grid.436283.80000 0004 0612 2631Dementia Research Center, Institute of Neurology, University College London, Queen Square, London, WC1N 3AR UK
| | - Rimona S. Weil
- grid.436283.80000 0004 0612 2631Dementia Research Center, Institute of Neurology, University College London, Queen Square, London, WC1N 3AR UK
| | - Ro’ee Gilron
- grid.266102.10000 0001 2297 6811The Starr Lab, University of California San Francisco, 513 Parnassus Ave, HSE-823, San Francisco, CA 94143 USA
| | - Jonathan O’Keeffe
- Machine Medicine Technologies Ltd., The Leather Market Unit 1.1.1 11/13 Weston Street, London, SE1 3ER UK
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Carozzo S, Vatrano M, Coschignano F, Battaglia R, Calabrò RS, Pignolo L, Contrada M, Tonin P, Cerasa A, Demeco A. Efficacy of Visual Feedback Training for Motor Recovery in Post-Operative Subjects with Knee Replacement: A Randomized Controlled Trial. J Clin Med 2022; 11:jcm11247355. [PMID: 36555971 PMCID: PMC9783629 DOI: 10.3390/jcm11247355] [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: 09/24/2022] [Revised: 11/21/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
To evaluate the effects of visual feedback training on motor recovery in postoperative patients with a total knee replacement (TKR). The performance of 40 first-ever TKR patients (27 females; mean age: 70.5 (67.2−74.0) years) was evaluated in a single center, single-blind, randomized controlled study. The patients were randomly and equally distributed into two demographically/clinically matched groups undergoing experimental or traditional treatments. All patients have been treated in a 1 h session, 2/day for 5 days a week, for six consecutive weeks. The first group (“control”) underwent conventional physical therapy, whereas the experimental group received advanced knee training with visual feedback using the TecnoBody® device (Walker View 3.0 SCX, Dalmine (BG), Italy). The clinical scales and kinematic parameters coming from the gait analysis were evaluated to demonstrate the dynamic balance function in a standing position before and after each treatment. After the treatment, both experimental and control groups improved significantly and similarly, as measured by the clinical scales (Numeric Rating Scale for Pain and Barthel index). A significant boosting of the motor performance was detected in the experimental group with respect to the control group in the terms of symmetry index 84 (80.8−85.4) vs. 87.15 (84−92.8) p = 0.001 *; single stance support 34.9 (34.1−36.5) vs. 37.8 (36.6−38.9); p < 0.001; and obliquity parameters 58.65 (51.3−70.3) vs. 73 (62.3−82.1); p < 0.001. Applying visual feedback training in addition to traditional rehabilitation strategies improves the knee function and motor control in postoperative TKR patients.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Antonio Cerasa
- S’Anna Institute, 88900 Crotone, Italy
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy, 98164 Messina, Italy
- Pharmacotechnology Documentation and Transfer Unit, Preclinical and Translational Pharmacology, Department of Pharmacy, Health Science and Nutrition, University of Calabria, 87036 Rende, Italy
- Correspondence: (A.C.); (A.D.)
| | - Andrea Demeco
- S’Anna Institute, 88900 Crotone, Italy
- Correspondence: (A.C.); (A.D.)
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Marotta N, Calafiore D, Curci C, Lippi L, Ammendolia V, Ferraro F, Invernizzi M, de Sire A. Integrating virtual reality and exergaming in cognitive rehabilitation of patients with Parkinson disease: a systematic review of randomized controlled trials. Eur J Phys Rehabil Med 2022; 58:818-826. [PMID: 36169933 PMCID: PMC10081485 DOI: 10.23736/s1973-9087.22.07643-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
INTRODUCTION In recent years, growing attention is rising to virtual reality (VR) tools and exergaming in rehabilitation management of patients with Parkinson disease (PD). However, no strong evidence supports the effectiveness of these cutting-edge technologies on cognitive function and the integration of these promising tool in the rehabilitation framework of PD patients is still challenging. Therefore, the present systematic review of randomized controlled trials (RCTs) aimed at assessing the effects of VR and exergames/telerehabilitation in the cognitive rehabilitation management of patients with PD. EVIDENCE ACQUISITION PubMed, Scopus and Web of Science databases were systematically searched up to February 14th, 2022, to identify RCTs assessing patients with PD undergoing cognitive rehabilitation including VR or exergames/telerehabilitation. The intervention was compared to conventional rehabilitation protocols. The primary outcome was cognitive function. The quality assessment was performed following the Version 2 of the Cochrane risk-of-bias tool for randomized trials (RoB 2). PROSPERO registration code: CRD42022319788. EVIDENCE SYNTHESIS Out of 1419 identified studies, 66 articles were assessed for eligibility, and, at the end of the screening process, 10 studies were included in the present systematic review. Five RCTs (50%) assessed the exergaming devices, reporting significant positive results on cognitive outcomes scales (Trail Making test scale, Digit Span backward, MoCA, and MyCQ score). The other 5 RTCs (50%) assessed VR approaches, reporting significant improvement in executive functions. The RoB 2 showed an overall high risk of bias for the 40% of studies included. CONCLUSIONS Exergaming and VR might be considered promising rehabilitation interventions in the cognitive rehabilitation framework of PD patients. Further high-quality studies are needed to define the role of exergames and VR in a comprehensive rehabilitation approach aiming at improving the multilevel cognitive impairment characterizing patients with PD.
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Affiliation(s)
- Nicola Marotta
- Unit of Physical Medicine and Rehabilitation, Department of Medical and Surgical Sciences, Magna Grecia University, Catanzaro, Italy
| | - Dario Calafiore
- Unit Physical Medicine and Rehabilitation, Department of Neurosciences, ASST Carlo Poma, Mantua, Italy
| | - Claudio Curci
- Unit Physical Medicine and Rehabilitation, Department of Neurosciences, ASST Carlo Poma, Mantua, Italy
| | - Lorenzo Lippi
- Unit of Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Unit of Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Valerio Ammendolia
- Unit of Physical Medicine and Rehabilitation, Department of Medical and Surgical Sciences, Magna Grecia University, Catanzaro, Italy
| | - Francesco Ferraro
- Unit Physical Medicine and Rehabilitation, Department of Neurosciences, ASST Carlo Poma, Mantua, Italy
| | - Marco Invernizzi
- Unit of Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.,Unit of Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Alessandro de Sire
- Unit of Physical Medicine and Rehabilitation, Department of Medical and Surgical Sciences, Magna Grecia University, Catanzaro, Italy -
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Shahhar AZM, Qasheesh M, Shaphe MA. Effectiveness of Nintendo Wii on Balance in People with Parkinson's Disease: A Systematic Review. J Lifestyle Med 2022; 12:105-112. [PMID: 36628175 PMCID: PMC9798876 DOI: 10.15280/jlm.2022.12.3.105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 07/19/2022] [Indexed: 12/24/2022] Open
Abstract
The use of exergaming exercises is increasingly becoming accepted as an alternative to surgical and medical therapies for Parkinson's disease (PD). Although the area has attracted some results, there is still no conclusive evidence on the benefit of exergaming exercises in improving PD patients' body balance. The current study is a systematic review aiming at examining the effectiveness of the Nintendo Wii Fit ("Wii Fit") game on improving the balance in people with Parkinson's disease. A total of 200 articles were selected online after conducting an extensive search on PubMed, Cochrane, PEDro, CAPES Periodic, ResearchGate, Web of Science, and ProQuest. Upon reviewing the identified sources, ten articles were included, of which four were randomized control trials. The results show that at least five weeks of Wii Fit exercises effectively enhance PD patients' body balance and life outcomes. However, better results occur when patients combine Wii Fit with other conventional exercises.
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Affiliation(s)
| | - Mohammed Qasheesh
- Department of Physical Therapy, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Mohammad Abu Shaphe
- Department of Physical Therapy, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia,Corresponding author: Mohammad Abu Shaphe, Department of Physical Theraphy, College of Applied Medical Sciences, Jazan University, Jazan 45142, Kingdom of Saudi ArabiaTel: 966-597165564, Fax: 966-173232760, E-mail:
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10
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Montoro-Cárdenas D, Cortés-Pérez I, Ibancos-Losada MDR, Zagalaz-Anula N, Obrero-Gaitán E, Osuna-Pérez MC. Nintendo ® Wii Therapy Improves Upper Extremity Motor Function in Children with Cerebral Palsy: A Systematic Review with Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12343. [PMID: 36231643 PMCID: PMC9566093 DOI: 10.3390/ijerph191912343] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/22/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Nintendo® Wii-based therapy (NWT) is a non-immersive virtual reality therapy used to recover upper extremity (UE) motor function in children with cerebral palsy (CP). We aimed primarily to elucidate the effectiveness of NWT in improving UE motor and functional impaired abilities in children with CP, compared to conventional therapy or no intervention. The secondary aim was to assess if NWT is more effective when used alone or combined with conventional therapy. METHODS A systematic review with meta-analysis was conducted from a bibliographic search in PubMed, Scopus, PEDro, Web of Science, and CINHAL, ending in October 2021, in accordance with PRISMA guidelines. We included randomized controlled trials that compared NWT vs. conventional therapy or no intervention in terms of their impact on different UE impaired abilities (grip strength, tip grip strength, UE dissociated movements, functional capacity in daily living activities, gross and fine motor dexterity, and grasping ability) in children with CP. Effect size was calculated with standardized mean difference (SMD) and its 95% confidence interval (95% CI). RESULTS Nine studies (276 participants) were included. NWT is more effective than conventional therapy at improving grip strength (SMD = 0.5, 95% CI 0.08, 0.91), tip grip strength (SMD = 0.95, 95% CI 0.3, 1.61), and grasping ability (SMD = 0.72, 95%CI 0.14, 1.3). NWT is more effective than conventional therapy at improving functional capacity in daily living activities (SMD = 0.83, 95% CI 0.07, 1.56). For fine manual dexterity, NWT was better than no intervention (SMD = 3.12, 95% CI 1.5, 4.7). CONCLUSIONS Our results indicate that NWT is effective at improving various UE impaired motor skills in children with CP.
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Hastürk G, Akyıldız Munusturlar M. The Effects of Exergames on Physical and Psychological Health in Young Adults. Games Health J 2022; 11:425-434. [PMID: 36126314 DOI: 10.1089/g4h.2022.0093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objective: This study aims to examine the effects of Kinect-based exergaming on physical (balance and reaction time) and psychosocial health factors (mental well-being and subjective happiness level) in young adults. Materials and Methods: A total of 22 men aged between 18 and 40, who play sedentary videogames at least once a week, were randomly divided into 2 groups to participate in either a Kinect-based exergame program (experimental group, n = 11) or to continue playing sedentary videogames without making any changes (control group, n = 11). The Kinect-based exergame program, including three exergames (Kinect Adventure: Reflex Ridge, Dance Central 3, Kinect Sports: Volleyball), was implemented with the experimental group for 5 weeks, three times a week, and 45 minutes per session. Balance and reaction time were assessed using SportKAT® 4000 Kinesthetic Ability Trainer and FitLight Trainer™ devices, respectively. To measure mental well-being and subjective happiness level, scales with proven psychometric qualities, whose validity and reliability studies were conducted, were used. Results: Results of the study showed statistically significant improvement for the experimental group on the measures of reaction time [t(10) = -4.69, P = 0.001], subjective happiness [t(10) = 8.94, P = 0.000], and mental well-being [t(10) = 4.62, P = 0.001]. In addition, the difference between the groups in reaction time [t(20) = 1.66, P = 0.01], right leg static balance [t(20) = -2.96, P = 0.008], mental well-being [t(20) = 2.77, P = 0.012], and subjective happiness levels (U = 0.50, P = 0.000) was found to be statistically significant in favor of the experimental group. Conclusion: The findings suggest that Kinect-based exergaming positively supports adults' reaction time, mental well-being, and subjective happiness.
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Affiliation(s)
- Günnur Hastürk
- Department of Recreation, Faculty of Sport Sciences, Eskisehir Technical University, Eskisehir, Turkey,
| | - Müge Akyıldız Munusturlar
- Department of Recreation, Faculty of Sport Sciences, Eskisehir Technical University, Eskisehir, Turkey,
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12
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Efficacy of Transcranial Direct Current Stimulation (tDCS) on Balance and Gait in Multiple Sclerosis Patients: A Machine Learning Approach. J Clin Med 2022; 11:jcm11123505. [PMID: 35743575 PMCID: PMC9224780 DOI: 10.3390/jcm11123505] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 06/05/2022] [Accepted: 06/15/2022] [Indexed: 02/06/2023] Open
Abstract
Transcranial direct current stimulation (tDCS) has emerged as an appealing rehabilitative approach to improve brain function, with promising data on gait and balance in people with multiple sclerosis (MS). However, single variable weights have not yet been adequately assessed. Hence, the aim of this pilot randomized controlled trial was to evaluate the tDCS effects on balance and gait in patients with MS through a machine learning approach. In this pilot randomized controlled trial (RCT), we included people with relapsing−remitting MS and an Expanded Disability Status Scale >1 and <5 that were randomly allocated to two groups—a study group, undergoing a 10-session anodal motor cortex tDCS, and a control group, undergoing a sham treatment. Both groups underwent a specific balance and gait rehabilitative program. We assessed as outcome measures the Berg Balance Scale (BBS), Fall Risk Index and timed up-and-go and 6-min-walking tests at baseline (T0), the end of intervention (T1) and 4 (T2) and 6 weeks after the intervention (T3) with an inertial motion unit. At each time point, we performed a multiple factor analysis through a machine learning approach to allow the analysis of the influence of the balance and gait variables, grouping the participants based on the results. Seventeen MS patients (aged 40.6 ± 14.4 years), 9 in the study group and 8 in the sham group, were included. We reported a significant repeated measures difference between groups for distances covered (6MWT (meters), p < 0.03). At T1, we showed a significant increase in distance (m) with a mean difference (MD) of 37.0 [−59.0, 17.0] (p = 0.003), and in BBS with a MD of 2.0 [−4.0, 3.0] (p = 0.03). At T2, these improvements did not seem to be significantly maintained; however, considering the machine learning analysis, the Silhouette Index of 0.34, with a low cluster overlap trend, confirmed the possible short-term effects (T2), even at 6 weeks. Therefore, this pilot RCT showed that tDCS may provide non-sustained improvements in gait and balance in MS patients. In this scenario, machine learning could suggest evidence of prolonged beneficial effects.
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Tian J, Kang Y, Liu P, Yu H. Effect of Physical Activity on Depression in Patients with Parkinson's Disease: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116849. [PMID: 35682432 PMCID: PMC9180645 DOI: 10.3390/ijerph19116849] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 05/26/2022] [Accepted: 05/31/2022] [Indexed: 02/04/2023]
Abstract
Parkinson’s disease (PD) is the second most common neurodegenerative disease worldwide, and approximately 50% of PD patients suffer from depression. We aim to determine the effects of physical activity on depression in PD patients and to provide scientific evidence-based exercise prescriptions for PD patients. A systematic review was conducted by searching PubMed, Embase, Cochrane Library, and PsycInfo until February 2022 for randomized controlled trial (RCT) studies published in English. The primary outcome was a score on a depression scale. A total of 14 RCTs involving 516 patients with PD were included in this study. The results of the meta-analysis showed that physical activity had a moderate and significant improvement in depression in PD patients (SMD = −0.60; 95% CI = −0.79 to −0.41; p < 0.00001). Subgroup analysis indicated that resistance exercise for 60−90 min more than 4 times per week for up to 12 weeks had a significant effect on PD patients who have had the disease for more than 5 years. Meta-regression showed that intervention type, intervention time, intervention frequency, intervention period, age, and disease duration were not sources of heterogeneity. Physical activity may reduce depression in PD patients. However, other larger sample sizes and high-quality studies are needed to validate these effects in the future.
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Affiliation(s)
- Jianing Tian
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai 200240, China; (J.T.); (Y.K.)
| | - Yujie Kang
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai 200240, China; (J.T.); (Y.K.)
| | - Peifeng Liu
- Department of Physical Education, Central South University, Changsha 410083, China;
| | - Hongyan Yu
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai 200240, China; (J.T.); (Y.K.)
- Correspondence:
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14
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Lu Y, Ge Y, Chen W, Xing W, Wei L, Zhang C, Yang Y. The effectiveness of virtual reality for rehabilitation of Parkinson disease: an overview of systematic reviews with meta-analyses. Syst Rev 2022; 11:50. [PMID: 35305686 PMCID: PMC8934460 DOI: 10.1186/s13643-022-01924-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 03/08/2022] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND An increasing number of systematic reviews (SRs) and meta-analyses (MAs) of clinical trials have begun to investigate the effects of virtual reality (VR) in patients with Parkinson disease (PD). The aim of this overview was to systematically summarize the current best evidence for the effectiveness of VR therapy for the rehabilitation of people with PD. METHODS We searched SR-MAs based on randomized controlled trials (RCTs) for relevant literature in PubMed, Embase, and Cochrane library databases for systematic reviews from inception to December 5, 2020, and updated to January 26, 2022. The methodological quality of included SR-MAs was evaluated with the Assessing the Methodological Quality of Systematic Reviews 2 (AMSTAR-2), and the certainty of evidence for outcomes with the Grading of Recommendations, Assessment, Development and Evaluation (GRADE). We created an evidence map using a bubble plot format to represent the evidence base in 5 dimensions: effect size of VR therapy versus active intervention (AT), clinical outcome area, number of trials, statistical significance, and certainty of evidence. RESULTS From a total of 585 reports, 12 reviews were identified, of which only one was rated moderate quality, three were rated low quality, and eight were rated critically low quality by AMSTAR 2. Compared with AT, VR therapy induced increased benefits on stride/step length, balance, and neuropsychiatric symptoms. Compared with passive intervention (PT), VR therapy had greater effects on gait speed, stride/step length, balance, activities of daily living, and postural control in people with PD. Certainty of evidence varied from very low to moderate. CONCLUSIONS We found the methodological quality of the reviews was poor, and certainty of the most evidence within them was low to very low. We were therefore unable to conclude with any confidence that, in people with PD, VR therapy is harmful or beneficial for gait, balance, motor function, quality of life, activities of daily living, cognitive function, neuropsychiatric symptoms, and postural control. In the future, rigorous-designed, high-quality RCTs with larger sample sizes are needed to further verify the effectiveness of VR therapy in the treatment of PD.
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Affiliation(s)
- Yaqin Lu
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Yonggui Ge
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Wanqiang Chen
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Wenting Xing
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Lushan Wei
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Caixia Zhang
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China
| | - Yusheng Yang
- Department of Rehabilitation, The First Hospital of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou, 730000, People's Republic of China.
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Zak M, Sikorski T, Wasik M, Courteix D, Dutheil F, Brola W. Frailty Syndrome-Fall Risk and Rehabilitation Management Aided by Virtual Reality (VR) Technology Solutions: A Narrative Review of the Current Literature. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:2985. [PMID: 35270677 PMCID: PMC8910391 DOI: 10.3390/ijerph19052985] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 02/27/2022] [Accepted: 02/28/2022] [Indexed: 02/06/2023]
Abstract
Frailty, a physiological syndrome (FS) affecting primarily the older adults, manifests itself through significantly depleted bodily reserves, and appreciably higher (up to over threefold) individual exposure to fall risk. Concomitant medical conditions such as balance impairment, reduced visual acuity, limited mobility, and significantly diminished daily functional performance further exacerbate the patients' condition. Their resultant susceptibility to frequent hospitalisations makes their prognosis even worse. This narrative review aimed to provide an overview of published studies focused on rehabilitation management approaches aided by virtual reality (VR) technology in frail older adults. The authors had it also augmented with their own, evidence-based body of experience in rehabilitation. Making use of technologically advanced exercise machinery, specially adapted for rehabilitating frail older adults, combined with a structured exercise regimen, further aided by the application of select virtual reality (VR) technology solutions, clearly proved effective. Consequently, the patients were helped to move back from the frail to the pre-frail stage, as well as had their motor and cognitive functions appreciably enhanced. The application of modern technology in rehabilitating older adults over 65, affected by FS, when specifically aided by the select VR technology solutions, was also proven to complement successfully the conventional rehabilitation management. The overall versatility of the VR technology solutions, e.g., adaptation for home use allowing remote supervision, also makes this novel approach to rehabilitation far more appealing to the patients. They find it both very attractive and far more mentally engaging. Its considerable potential lies mostly in being appreciably more effective in bringing in desirable therapeutic outcomes.
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Affiliation(s)
- Marek Zak
- Institute of Health Sciences, Collegium Medicum, The Jan Kochanowski University of Kielce, Zeromskiego 5, 25-369 Kielce, Poland;
| | - Tomasz Sikorski
- Doctoral School, Collegium Medicum, The Jan Kochanowski University of Kielce, Zeromskiego 5, 25-369 Kielce, Poland; (T.S.); (M.W.)
| | - Magdalena Wasik
- Doctoral School, Collegium Medicum, The Jan Kochanowski University of Kielce, Zeromskiego 5, 25-369 Kielce, Poland; (T.S.); (M.W.)
| | - Daniel Courteix
- Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), Université Clermont Auvergne, 63000 Clermont-Ferrand, France;
| | - Frederic Dutheil
- Occupational and Environmental Medicine, CHU, 63000 Clermont-Ferrand, France;
- CNRS, LaPSCo, Physiological and Psychosocial Stress, Université Clermont Auvergne, 63000 Clermont-Ferrand, France
| | - Waldemar Brola
- Institute of Health Sciences, Collegium Medicum, The Jan Kochanowski University of Kielce, Zeromskiego 5, 25-369 Kielce, Poland;
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Human Gait Data Augmentation and Trajectory Prediction for Lower-Limb Rehabilitation Robot Control Using GANs and Attention Mechanism. MACHINES 2021. [DOI: 10.3390/machines9120367] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
To date, several alterations in the gait pattern can be treated through rehabilitative approaches and robot assisted therapy (RAT). Gait data and gait trajectories are essential in specific exoskeleton control strategies. Nevertheless, the scarcity of human gait data due to the high cost of data collection or privacy concerns can hinder the performance of controllers or models. This paper thus first creates a GANs-based (Generative Adversarial Networks) data augmentation method to generate synthetic human gait data while still retaining the dynamics of the real gait data. Then, both the real collected and the synthesized gait data are fed to our constructed two-stage attention model for gait trajectories prediction. The real human gait data are collected with the five healthy subjects recruited from an optical motion capture platform. Experimental results indicate that the created GANs-based data augmentation model can synthesize realistic-looking multi-dimensional human gait data. Also, the two-stage attention model performs better compared with the LSTM model; the attention mechanism shows a higher capacity of learning dependencies between the historical gait data to accurately predict the current values of the hip joint angles and knee joint angles in the gait trajectory. The predicted gait trajectories depending on the historical gait data can be further used for gait trajectory tracking strategies.
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Calafiore D, Invernizzi M, Ammendolia A, Marotta N, Fortunato F, Paolucci T, Ferraro F, Curci C, Cwirlej-Sozanska A, de Sire A. Efficacy of Virtual Reality and Exergaming in Improving Balance in Patients With Multiple Sclerosis: A Systematic Review and Meta-Analysis. Front Neurol 2021; 12:773459. [PMID: 34956054 PMCID: PMC8702427 DOI: 10.3389/fneur.2021.773459] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 11/12/2021] [Indexed: 12/20/2022] Open
Abstract
Multiple sclerosis (MS) is one of the most common causes of neurological progressive disease and can lead to loss of mobility, walk impairment, and balance disturbance. Among several rehabilitative approaches proposed, exergaming and virtual reality (VR) have been studied in the recent years. Active video game therapy could reduce the boredom of the rehabilitation process, increasing patient motivation, providing direct feedback, and enabling dual-task training. Aim of this systematic review was to assess the efficacy of exergaming and VR for balance recovery in patients with MS. PubMed, Scopus, and Web of Science were systematically searched from the inception until May 14, 2021 to identify randomized controlled trials (RCTs) presenting: patients with MS as participants, exergaming and VR as intervention, conventional rehabilitation as comparator, and balance assessment [Berg Balance Scale (BBS)] as outcome measure. We also performed a meta-analysis of the mean difference in the BBS via the random-effects method. Out of 93 records, this systematic review included and analyzed 7 RCTs, involving a total of 209 patients affected by MS, of which 97 patients performed exergaming or VR and 112 patients underwent conventional rehabilitation. The meta-analysis reported a significant overall ES of 4.25 (p < 0.0001), showing in the subgroup analysis a non-significant ES of 1.85 (p = 0.39) for the VR and a significant ES of 4.49 (p < 0.0001) for the exergames in terms of the BBS improvement. Taken together, these findings suggested that balance rehabilitation using exergames appears to be more effective than conventional rehabilitation in patients affected by MS.
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Affiliation(s)
- Dario Calafiore
- Physical Medicine and Rehabilitation Unit, Department of Neurosciences, ASST Carlo Poma, Mantova, Italy
| | - Marco Invernizzi
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont, Novara, Italy
- Translational Medicine, Dipartimento Attività Integrate Ricerca e Innovazione (DAIRI), Azienda Ospedaliera SS. Antonio e Biagio e Cesare Arrigo, Alessandria, Italy
| | - Antonio Ammendolia
- Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
| | - Nicola Marotta
- Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
| | - Francesco Fortunato
- Institute of Neurology, Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
| | - Teresa Paolucci
- Department of Medical, Oral and Biotechnological Sciences, G. D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Francesco Ferraro
- Physical Medicine and Rehabilitation Unit, Department of Neurosciences, ASST Carlo Poma, Mantova, Italy
| | - Claudio Curci
- Physical Medicine and Rehabilitation Unit, Department of Neurosciences, ASST Carlo Poma, Mantova, Italy
| | - Agnieszka Cwirlej-Sozanska
- Institute of Health Sciences, College of Medical Sciences of the University of Rzeszow, University of Rzeszow, Rzeszow, Poland
| | - Alessandro de Sire
- Department of Medical and Surgical Sciences, University of Catanzaro “Magna Graecia”, Catanzaro, Italy
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Beshara P, Anderson DB, Pelletier M, Walsh WR. The Reliability of the Microsoft Kinect and Ambulatory Sensor-Based Motion Tracking Devices to Measure Shoulder Range-of-Motion: A Systematic Review and Meta-Analysis. SENSORS (BASEL, SWITZERLAND) 2021; 21:8186. [PMID: 34960280 PMCID: PMC8705315 DOI: 10.3390/s21248186] [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: 11/07/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 01/23/2023]
Abstract
Advancements in motion sensing technology can potentially allow clinicians to make more accurate range-of-motion (ROM) measurements and informed decisions regarding patient management. The aim of this study was to systematically review and appraise the literature on the reliability of the Kinect, inertial sensors, smartphone applications and digital inclinometers/goniometers to measure shoulder ROM. Eleven databases were screened (MEDLINE, EMBASE, EMCARE, CINAHL, SPORTSDiscus, Compendex, IEEE Xplore, Web of Science, Proquest Science and Technology, Scopus, and PubMed). The methodological quality of the studies was assessed using the consensus-based standards for the selection of health Measurement Instruments (COSMIN) checklist. Reliability assessment used intra-class correlation coefficients (ICCs) and the criteria from Swinkels et al. (2005). Thirty-two studies were included. A total of 24 studies scored "adequate" and 2 scored "very good" for the reliability standards. Only one study scored "very good" and just over half of the studies (18/32) scored "adequate" for the measurement error standards. Good intra-rater reliability (ICC > 0.85) and inter-rater reliability (ICC > 0.80) was demonstrated with the Kinect, smartphone applications and digital inclinometers. Overall, the Kinect and ambulatory sensor-based human motion tracking devices demonstrate moderate-good levels of intra- and inter-rater reliability to measure shoulder ROM. Future reliability studies should focus on improving study design with larger sample sizes and recommended time intervals between repeated measurements.
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Affiliation(s)
- Peter Beshara
- Department of Physiotherapy, Prince of Wales Hospital, Sydney, NSW 2031, Australia
- Prince of Wales Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2031, Australia; (M.P.); (W.R.W.)
- Surgical & Orthopaedic Research Laboratories, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - David B. Anderson
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia;
| | - Matthew Pelletier
- Prince of Wales Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2031, Australia; (M.P.); (W.R.W.)
- Surgical & Orthopaedic Research Laboratories, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - William R. Walsh
- Prince of Wales Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2031, Australia; (M.P.); (W.R.W.)
- Surgical & Orthopaedic Research Laboratories, Prince of Wales Hospital, Sydney, NSW 2031, Australia
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Technology-Based Neurorehabilitation in Parkinson’s Disease—A Narrative Review. CLINICAL AND TRANSLATIONAL NEUROSCIENCE 2021. [DOI: 10.3390/ctn5030023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This narrative review provides a brief overview of the current literature on technology-based interventions for the neurorehabilitation of persons with Parkinson’s disease (PD). The role of brain–computer interfaces, exergaming/virtual-reality-based exercises, robot-assisted therapies and wearables is discussed. It is expected that technology-based neurorehabilitation will gain importance in the management of PD patients, although it is often not clear yet whether this approach is superior to conventional therapies. High-intensity technology-based neurorehabilitation may hold promise with respect to neuroprotective or neurorestorative actions in PD. Overall, more research is required in order to obtain more data on the feasibility, efficacy and safety of technology-based neurorehabilitation in persons with PD.
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Hedonic and Utilitarian Motivations of Home Motion-Sensing Game Play Behavior in China: An Empirical Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238794. [PMID: 33256148 PMCID: PMC7730092 DOI: 10.3390/ijerph17238794] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/21/2020] [Accepted: 11/24/2020] [Indexed: 11/16/2022]
Abstract
As an important branch of video games and the integration of emerging motion-sensing technology, home motion-sensing games cannot only bring hedonic entertainment but also promote utilitarian benefits including exercise and social interaction for people to improve their physical and psychological health. As one of the most populous countries in the world, China has the largest number of households in the world but quite a low home game penetration rate due to the 13 year game industry winter for international enterprises. Whether Chinese customers have the intention of using motion-sensing games to improve their health status in the home environment will directly determine the commercial potential of the relevant industry in the Chinese market. In order to understand the motives of users and explore the market possibility and prospects of the game industry, this study adopts empirical research and structural equation modeling to construct a motivation model of Chinese consumers toward motion-sensing gameplay behavior in the household environment. We distributed 515 questionnaires to conduct a survey; 427 valid responses have been received, and 203 data, which meet the inclusion criteria of the required game experience, have been analyzed by SPSS25.0 and AMOS25.0. A structural equation model for the gameplay motivation has been constructed. The result shows that the three functional motivators, exercise (Path efficient = 0.40, p < 0.01), entertainment (Path efficient = 0.27, p < 0.01), and social interaction (Path efficient = 0.36, p < 0.01) of home motion-sensing games have a significantly positive impact on the user's intention to play. Furthermore, the diversity and the time-and-place flexibility variables exert an important positive influence on the users' gameplay behavior through their effects on the three main functional motive variables. To sum up, (1) exercise, (2) entertainment, and (3) social interaction are the main functional motivations of the Chinese consumers' gameplay behaviors; (4) diversity and (5) time-and-place flexibility are the two main attribute motivators. The acceptance of Chinese users for home motion-sensing games remains positive and high. The motion-sensing game industry has broad market prospects in China through its potential in promoting consumer's wellness and health in the home environment.
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