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Fehlings D, Agnew B, Gimeno H, Harvey A, Himmelmann K, Lin JP, Mink JW, Monbaliu E, Rice J, Bohn E, Falck-Ytter Y. Pharmacological and neurosurgical management of cerebral palsy and dystonia: Clinical practice guideline update. Dev Med Child Neurol 2024. [PMID: 38640091 DOI: 10.1111/dmcn.15921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 02/26/2024] [Accepted: 03/01/2024] [Indexed: 04/21/2024]
Abstract
Dystonia, typically characterized by slow repetitive involuntary movements, stiff abnormal postures, and hypertonia, is common among individuals with cerebral palsy (CP). Dystonia can interfere with activities and have considerable impact on motor function, pain/comfort, and ease of caregiving. Although pharmacological and neurosurgical approaches are used clinically in individuals with CP and dystonia that is causing interference, evidence to support these options is limited. This clinical practice guideline update comprises 10 evidence-based recommendations on the use of pharmacological and neurosurgical interventions for individuals with CP and dystonia causing interference, developed by an international expert panel following the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach. The recommendations are intended to help inform clinicians in their use of these management options for individuals with CP and dystonia, and to guide a shared decision-making process in selecting a management approach that is aligned with the individual's and the family's values and preferences.
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Affiliation(s)
- Darcy Fehlings
- Department of Paediatrics, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, University of Toronto, Toronto, ON, Canada
| | - Brenda Agnew
- Family Advisor AACPDM, CP-NET, Burlington, Ontario, Canada
| | - Hortensia Gimeno
- Barts NHS Health and Queen Mary University of London, Wolfson Institute of Population Health, Centre for Preventive Neurology, London, UK
| | - Adrienne Harvey
- Neurodisability and Rehabilitation, Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Kate Himmelmann
- Department of Pediatrics, Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Jean-Pierre Lin
- Faculty of Life Sciences & Medicine, King's Health Partners, Complex Motor Disorders Service, Evelina London Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, Women's and Children's Health Institute, London, UK
| | - Jonathan W Mink
- Department of Neurology, University of Rochester, Rochester, NY, USA
| | - Elegast Monbaliu
- Neurorehabilitation Technology, Lab KU Leuven Campus Brugge, Brugge, Belgium
| | - James Rice
- Paediatric Rehabilitation Department, Women's and Children's Hospital, North Adelaide, SA, Australia
| | - Emma Bohn
- Department of Paediatrics, Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, University of Toronto, Toronto, ON, Canada
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Rozaire J, Paquin C, Henry L, Agopyan H, Bard-Pondarré R, Naaim A, Duprey S, Chaleat-Valayer E. A systematic review of instrumented assessments for upper limb function in cerebral palsy: current limitations and future directions. J Neuroeng Rehabil 2024; 21:56. [PMID: 38622731 PMCID: PMC11020208 DOI: 10.1186/s12984-024-01353-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 04/03/2024] [Indexed: 04/17/2024] Open
Abstract
INTRODUCTION Recently, interest in quantifying upper limb function in cerebral palsy has grown. However, the lack of reference tasks and protocols, have hindered the development of quantified movement analysis in clinical practice. This study aimed to evaluate existing instrumented assessments of upper limb function in cerebral palsy, with a focus on their clinical applicability, to identify reasons for the lack of adoption and provide recommendations for improving clinical relevance and utility. METHODS A systematic review was conducted by a multidisciplinary team of researchers and clinicians (Prospero CRD42023402382). PubMed and Web of Science databases were searched using relevant keywords and inclusion/exclusion criteria. RESULTS A total of 657 articles were initially identified, and after the selection process, 76 records were included for analysis comprising a total of 1293 patients with cerebral palsy. The quality assessment of the reviewed studies revealed a moderate overall quality, with deficiencies in sample size justification and participant information. Optoelectronic motion capture systems were predominantly used in the studies (N = 57/76). The population mainly consisted of individuals with spastic cerebral palsy (834/1293) with unilateral impairment (N = 1092/1293). Patients with severe functional impairment (MACS IV and V) were underrepresented with 3.4% of the 754 patients for whom the information was provided. Thirty-nine tasks were used across the articles. Most articles focused on unimanual activities (N = 66/76) and reach or reach and grasp (N = 51/76). Bimanual cooperative tasks only represented 3 tasks present in 4 articles. A total of 140 different parameters were identified across articles. Task duration was the most frequently used parameter and 23% of the parameters were used in only one article. CONCLUSION Further research is necessary before incorporating quantified motion analysis into clinical practice. Existing protocols focus on extensively studied populations and rely on costly equipment, limiting their practicality. Standardized unimanual tasks provide limited insights into everyday arm use. Balancing methodological requirements and performance evaluation flexibility is a challenge. Exploring the correlation between outcome parameters and therapeutic guidance could facilitate the integration of quantified movement assessment into treatment pathways.
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Affiliation(s)
- Julie Rozaire
- Service de Médecine Physique et de Réadaptation, Centre Médico-Chirurgical de Réadaptation des Massues Croix-Rouge française, Hôpital de Jour, Lyon, France
- LBMC UMR_T9406, Univ Lyon, Univ Gustave Eiffel, Université Claude Bernard Lyon 1, Lyon, France
| | - Clémence Paquin
- LBMC UMR_T9406, Univ Lyon, Univ Gustave Eiffel, Université Claude Bernard Lyon 1, Lyon, France
- Texisense, Torcy, France
| | - Lauren Henry
- LBMC UMR_T9406, Univ Lyon, Univ Gustave Eiffel, Université Claude Bernard Lyon 1, Lyon, France
| | - Hovannes Agopyan
- Service de Médecine Physique et de Réadaptation, Centre Médico-Chirurgical de Réadaptation des Massues Croix-Rouge française, Hôpital de Jour, Lyon, France
| | - Rachel Bard-Pondarré
- Service de Médecine Physique et de Réadaptation, Centre Médico-Chirurgical de Réadaptation des Massues Croix-Rouge française, Hôpital de Jour, Lyon, France
| | - Alexandre Naaim
- LBMC UMR_T9406, Univ Lyon, Univ Gustave Eiffel, Université Claude Bernard Lyon 1, Lyon, France.
| | - Sonia Duprey
- LBMC UMR_T9406, Univ Lyon, Univ Gustave Eiffel, Université Claude Bernard Lyon 1, Lyon, France
| | - Emmanuelle Chaleat-Valayer
- Service de Médecine Physique et de Réadaptation, Centre Médico-Chirurgical de Réadaptation des Massues Croix-Rouge française, Hôpital de Jour, Lyon, France
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Hu R, Diao Y, Wang Y, Li G, He R, Ning Y, Lou N, Li G, Zhao G. Effective evaluation of HGcnMLP method for markerless 3D pose estimation of musculoskeletal diseases patients based on smartphone monocular video. Front Bioeng Biotechnol 2024; 11:1335251. [PMID: 38264579 PMCID: PMC10803458 DOI: 10.3389/fbioe.2023.1335251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/22/2023] [Indexed: 01/25/2024] Open
Abstract
Markerless pose estimation based on computer vision provides a simpler and cheaper alternative to human motion capture, with great potential for clinical diagnosis and remote rehabilitation assessment. Currently, the markerless 3D pose estimation is mainly based on multi-view technology, while the more promising single-view technology has defects such as low accuracy and reliability, which seriously limits clinical application. This study proposes a high-resolution graph convolutional multilayer perception (HGcnMLP) human 3D pose estimation framework for smartphone monocular videos and estimates 15 healthy adults and 12 patients with musculoskeletal disorders (sarcopenia and osteoarthritis) gait spatiotemporal, knee angle, and center-of-mass (COM) velocity parameters, etc., and compared with the VICON gold standard system. The results show that most of the calculated parameters have excellent reliability (VICON, ICC (2, k): 0.853-0.982; Phone, ICC (2, k): 0.839-0.975) and validity (Pearson r: 0.808-0.978, p< 0.05). In addition, the proposed system can better evaluate human gait balance ability, and the K-means++ clustering algorithm can successfully distinguish patients into different recovery level groups. This study verifies the potential of a single smartphone video for 3D human pose estimation for rehabilitation auxiliary diagnosis and balance level recognition, and is an effective attempt at the clinical application of emerging computer vision technology. In the future, it is hoped that the corresponding smartphone program will be developed to provide a low-cost, effective, and simple new tool for remote monitoring and rehabilitation assessment of patients.
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Affiliation(s)
- Rui Hu
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China
| | - Yanan Diao
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
- Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China
| | - Yingchi Wang
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Gaoqiang Li
- Department of Orthopedic and Rehabilitation Center, University of Hong Kong–Shenzhen Hospital, Shenzhen, China
| | - Rong He
- Department of Orthopedic and Rehabilitation Center, University of Hong Kong–Shenzhen Hospital, Shenzhen, China
| | - Yunkun Ning
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Nan Lou
- Department of Orthopedic and Rehabilitation Center, University of Hong Kong–Shenzhen Hospital, Shenzhen, China
| | - Guanglin Li
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Guoru Zhao
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Research Center for Neural Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
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Kara OK, Gursen C, Cetin SY, Tascioglu EN, Muftuoglu S, Damiano DL. The effects of power exercises on body structure and function, activity and participation in children with cerebral palsy: an ICF-based systematic review. Disabil Rehabil 2023; 45:3705-3718. [PMID: 36314560 DOI: 10.1080/09638288.2022.2138575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 10/12/2022] [Accepted: 10/16/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE To systematically review the literature for evidence of effectiveness of power exercises on physical, physiological, and functional outcomes in children and adolescents with cerebral palsy (CP). MATERIALS AND METHODS Methodological quality and evidence synthesis were assessed with using the Cochrane Risk of Bias (RoB) Tools and Modified Bakker Scale. Using the International Classification of Functioning (ICF), outcome measures for muscle agriculture, gait, balance, motor function, aerobic/anaerobic fitness, daily living, mobility, and school participation were categorised. RESULTS The overall RoB of four randomised clinical trials was low, one had some concerns and two were rated as high. Moderate evidence was found that power exercises increased walking speed, activities of daily living, muscle strength, and enhanced gross motor function more than a routine physical therapy program. CONCLUSIONS The lack of stronger evidence for power training interventions to improve muscle architecture, muscle function, walking capacity, and mobility in children with CP might be explained by the differences in training protocols and degree to which these meet the physiological definition of power, different methods of measuring power, limited durations of training, and the relative effectiveness of control interventions. Future studies should include a stronger focus on child and family-centred participation goals.Implications For RehabilitationPower training can improve gross motor function, walking speed, muscle strength, and activities of daily living more than routine physical therapy.Results comparing power training versus traditional strength training were less pronounced likely because both are intensive and may have positive effects.More research is needed to investigate effects of power training on participation.
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Affiliation(s)
- Ozgun Kaya Kara
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Akdeniz University, Antalya, Turkey
| | - Ceren Gursen
- Faculty of Physical Therapy and Rehabilitation, Hacettepe University, Ankara, Turkey
| | - Sebahat Yaprak Cetin
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Akdeniz University, Antalya, Turkey
| | - Elif Nur Tascioglu
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Akdeniz University, Antalya, Turkey
| | - Seda Muftuoglu
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Akdeniz University, Antalya, Turkey
| | - Diane L Damiano
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD, USA
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Vanmechelen I, Haberfehlner H, De Vleeschhauwer J, Van Wonterghem E, Feys H, Desloovere K, Aerts JM, Monbaliu E. Assessment of movement disorders using wearable sensors during upper limb tasks: A scoping review. Front Robot AI 2023; 9:1068413. [PMID: 36714804 PMCID: PMC9879015 DOI: 10.3389/frobt.2022.1068413] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 11/30/2022] [Indexed: 01/10/2023] Open
Abstract
Background: Studies aiming to objectively quantify movement disorders during upper limb tasks using wearable sensors have recently increased, but there is a wide variety in described measurement and analyzing methods, hampering standardization of methods in research and clinics. Therefore, the primary objective of this review was to provide an overview of sensor set-up and type, included tasks, sensor features and methods used to quantify movement disorders during upper limb tasks in multiple pathological populations. The secondary objective was to identify the most sensitive sensor features for the detection and quantification of movement disorders on the one hand and to describe the clinical application of the proposed methods on the other hand. Methods: A literature search using Scopus, Web of Science, and PubMed was performed. Articles needed to meet following criteria: 1) participants were adults/children with a neurological disease, 2) (at least) one sensor was placed on the upper limb for evaluation of movement disorders during upper limb tasks, 3) comparisons between: groups with/without movement disorders, sensor features before/after intervention, or sensor features with a clinical scale for assessment of the movement disorder. 4) Outcome measures included sensor features from acceleration/angular velocity signals. Results: A total of 101 articles were included, of which 56 researched Parkinson's Disease. Wrist(s), hand(s) and index finger(s) were the most popular sensor locations. Most frequent tasks were: finger tapping, wrist pro/supination, keeping the arms extended in front of the body and finger-to-nose. Most frequently calculated sensor features were mean, standard deviation, root-mean-square, ranges, skewness, kurtosis/entropy of acceleration and/or angular velocity, in combination with dominant frequencies/power of acceleration signals. Examples of clinical applications were automatization of a clinical scale or discrimination between a patient/control group or different patient groups. Conclusion: Current overview can support clinicians and researchers in selecting the most sensitive pathology-dependent sensor features and methodologies for detection and quantification of upper limb movement disorders and objective evaluations of treatment effects. Insights from Parkinson's Disease studies can accelerate the development of wearable sensors protocols in the remaining pathologies, provided that there is sufficient attention for the standardisation of protocols, tasks, feasibility and data analysis methods.
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Affiliation(s)
- Inti Vanmechelen
- Research Group for Neurorehabilitation (eNRGy), KU Leuven Bruges, Department of Rehabilitation Sciences, Bruges, Belgium,*Correspondence: Inti Vanmechelen,
| | - Helga Haberfehlner
- Research Group for Neurorehabilitation (eNRGy), KU Leuven Bruges, Department of Rehabilitation Sciences, Bruges, Belgium,Amsterdam Movement Sciences, Amsterdam UMC, Department of Rehabilitation Medicine, Amsterdam, Netherlands
| | - Joni De Vleeschhauwer
- Research Group for Neurorehabilitation (eNRGy), KU Leuven, Department of Rehabilitation Sciences, Leuven, Belgium
| | - Ellen Van Wonterghem
- Research Group for Neurorehabilitation (eNRGy), KU Leuven Bruges, Department of Rehabilitation Sciences, Bruges, Belgium
| | - Hilde Feys
- Research Group for Neurorehabilitation (eNRGy), KU Leuven, Department of Rehabilitation Sciences, Leuven, Belgium
| | - Kaat Desloovere
- Research Group for Neurorehabilitation (eNRGy), KU Leuven, Department of Rehabilitation Sciences, Pellenberg, Belgium
| | - Jean-Marie Aerts
- Division of Animal and Human Health Engineering, KU Leuven, Department of Biosystems, Measure, Model and Manage Bioresponses (M3-BIORES), Leuven, Belgium
| | - Elegast Monbaliu
- Research Group for Neurorehabilitation (eNRGy), KU Leuven Bruges, Department of Rehabilitation Sciences, Bruges, Belgium
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Haberfehlner H, van de Ven SS, van der Burg SA, Huber F, Georgievska S, Aleo I, Harlaar J, Bonouvrié LA, van der Krogt MM, Buizer AI. Towards automated video-based assessment of dystonia in dyskinetic cerebral palsy: A novel approach using markerless motion tracking and machine learning. Front Robot AI 2023; 10:1108114. [PMID: 36936408 PMCID: PMC10018017 DOI: 10.3389/frobt.2023.1108114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 02/09/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction: Video-based clinical rating plays an important role in assessing dystonia and monitoring the effect of treatment in dyskinetic cerebral palsy (CP). However, evaluation by clinicians is time-consuming, and the quality of rating is dependent on experience. The aim of the current study is to provide a proof-of-concept for a machine learning approach to automatically assess scoring of dystonia using 2D stick figures extracted from videos. Model performance was compared to human performance. Methods: A total of 187 video sequences of 34 individuals with dyskinetic CP (8-23 years, all non-ambulatory) were filmed at rest during lying and supported sitting. Videos were scored by three raters according to the Dyskinesia Impairment Scale (DIS) for arm and leg dystonia (normalized scores ranging from 0-1). Coordinates in pixels of the left and right wrist, elbow, shoulder, hip, knee and ankle were extracted using DeepLabCut, an open source toolbox that builds on a pose estimation algorithm. Within a subset, tracking accuracy was assessed for a pretrained human model and for models trained with an increasing number of manually labeled frames. The mean absolute error (MAE) between DeepLabCut's prediction of the position of body points and manual labels was calculated. Subsequently, movement and position features were calculated from extracted body point coordinates. These features were fed into a Random Forest Regressor to train a model to predict the clinical scores. The model performance trained with data from one rater evaluated by MAEs (model-rater) was compared to inter-rater accuracy. Results: A tracking accuracy of 4.5 pixels (approximately 1.5 cm) could be achieved by adding 15-20 manually labeled frames per video. The MAEs for the trained models ranged from 0.21 ± 0.15 for arm dystonia to 0.14 ± 0.10 for leg dystonia (normalized DIS scores). The inter-rater MAEs were 0.21 ± 0.22 and 0.16 ± 0.20, respectively. Conclusion: This proof-of-concept study shows the potential of using stick figures extracted from common videos in a machine learning approach to automatically assess dystonia. Sufficient tracking accuracy can be reached by manually adding labels within 15-20 frames per video. With a relatively small data set, it is possible to train a model that can automatically assess dystonia with a performance comparable to human scoring.
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Affiliation(s)
- Helga Haberfehlner
- Amsterdam UMC location Vrije Universiteit Amsterdam, Rehabilitation Medicine, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, Netherlands
- Department of Rehabilitation Sciences, Katholieke Universiteit Leuven, Campus Bruges, Bruges, Belgium
- *Correspondence: Helga Haberfehlner,
| | - Shankara S. van de Ven
- Amsterdam UMC location Vrije Universiteit Amsterdam, Rehabilitation Medicine, Amsterdam, Netherlands
| | | | - Florian Huber
- Netherlands eScience Center, Amsterdam, Netherlands
- Centre for Digitalization and Digitality, University of Applied Sciences Düsseldorf, Düsseldorf, Germany
| | | | | | - Jaap Harlaar
- Department Biomechanical Engineering, Delft University of Technology (TU Delft), Delft, Netherlands
| | - Laura A. Bonouvrié
- Amsterdam UMC location Vrije Universiteit Amsterdam, Rehabilitation Medicine, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, Netherlands
| | - Marjolein M. van der Krogt
- Amsterdam UMC location Vrije Universiteit Amsterdam, Rehabilitation Medicine, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, Netherlands
| | - Annemieke I. Buizer
- Amsterdam UMC location Vrije Universiteit Amsterdam, Rehabilitation Medicine, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Rehabilitation and Development, Amsterdam, Netherlands
- Emma Children’s Hospital, Amsterdam UMC, Amsterdam, Netherlands
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Baniasad M, Asheghan M, Ziya M, Holisaz MT. The effects of balance board on the balance parameters in five children with spastic cerebral palsy. J Pediatr Rehabil Med 2022; 16:149-156. [PMID: 36373298 DOI: 10.3233/prm-201526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE This study evaluated the effects of an instrumented balance board on the balance parameters in children with spastic cerebral palsy by carrying out a pilot single-group pre-post clinical trial. METHODS Five children aged 5 to 15 years with spastic diplegia and a Gross Motor Function Classification System level of I or II were included. All participants attended 20 sessions with an instrumented balance board, 45 minutes per session, 3 times a week for 7 weeks. The main outcome measures included the center of pressure excursion, velocity, and overshoot during quiet standing with open and closed eyes. The assessments were performed in the mediolateral and anteroposterior directions at pre- and one week post-intervention. RESULTS Non-parametric tests showed that the excursion did not change significantly except in the mediolateral direction with eyes closed (p < 0.05). The velocity of the center of pressure improved in both directions and eye conditions (p < 0.05). Also, the maximum velocity decreased with eyes open (mediolateral, anteroposterior, and total) (p < 0.05), while the change was not significant with the eyes closed. The overshoot measurements did not change significantly. CONCLUSION It is recommended to consider balance board training for improving balance parameters in children with cerebral palsy.
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Affiliation(s)
- Mina Baniasad
- Department of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
| | - Mahsa Asheghan
- Department of Mechanical Engineering, Sharif University of Technology, Tehran, Iran
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Thomé Teixeira da Silva LV, Vegas M, Aquaroni Ricci N, Cardoso de Sá CS, Alouche SR. Selecting assessment tools to characterize upper limb function of children with cerebral palsy: A mega-review of systematic reviews. Dev Neurorehabil 2022; 25:378-391. [PMID: 35282778 DOI: 10.1080/17518423.2022.2046656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AIM A mega-review of published systematic reviews without restriction on year of publication was implemented to summarize available assessment tools of upper limb (UL) function in children with Cerebral Palsy (CP). METHOD A multi-prong search strategy was used to identify 12 systematic literature reviews for inclusion in the mega-review. Included reviews were coded by descriptive analyses, which included methodological and reported measurement property description. Methodological quality of the selected systematic reviews was evaluated with the AMSTAR-2. We synthetized the measurement properties of the revised assessment tools and their coverage within the International Classification of Functioning, Disability and Health (ICF) domains. RESULTS The 12 systematic reviews addressed 84 assessment tools. Systematic reviews' methodological quality varied between critically low to moderate. Suggested assessment tools covered ICF domains of body structure and function, and activities and participation. Measurement property data analysis was based mostly on reliability and validity. INTERPRETATION Based on the findings of the mega-review, the ABILHAND-Kids, Assisting Hand Assessment (AHA) and Melbourne Assessment of Unilateral Upper Limb Function (MUUL) are the most suitable tools to evaluate children between 6 and 12 years of age with unilateral CP.
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Affiliation(s)
| | - Milena Vegas
- School of Physical Therapy, Universidade Cidade de São Paulo, São Paulo, Brazil
| | - Natalia Aquaroni Ricci
- Master's and Doctoral Program in Therapy, Universidade Cidade de São Paulo, São Paulo, Brazil
| | | | - Sandra Regina Alouche
- Master's and Doctoral Program in Therapy, Universidade Cidade de São Paulo, São Paulo, Brazil
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Eek MN, Blomkvist A, Olsson K, Lindh K, Himmelmann K. Objective measurement of sitting - Application in children with cerebral palsy. Gait Posture 2022; 96:210-215. [PMID: 35700638 DOI: 10.1016/j.gaitpost.2022.05.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 04/27/2022] [Accepted: 05/31/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Children with cerebral palsy (CP) and a severe motor impairment, have limited ability to perform volitional movements due to spasticity, involuntary postures and movements and reduced ability to maintain antigravity head and trunk control. A stable sitting position is a prerequisite for participation in daily life, but there is a lack of objective measurement methods for this population. RESEARCH QUESTION Is it feasible to measure a stable sitting position with pressure mapping and 2D motion analysis, and can it detect differences to a) a reference group, b) between subgroups of CP and c) before and after treatment with intrathecal baclofen (ITB)? METHODS Pressure mapping, and a 2D motion analysis system, were used to capture movements of centre of pressure (CoP), and movements of head, hand and leg, sitting on a bench for 90 s. Twenty-two children with dyskinetic or bilateral spastic CP, GMFCS III-V, mean age 9.0, and 30 children with typical development (TD) mean age 10.7, were recruited between 2010 and 2019. Seventeen children were treated with ITB. Parents were interviewed regarding aspect of sitting. Non-parametric methods were used for statistical analysis. RESULTS Differences in CoP and kinematics were detected with more movements in children with CP compared to children with TD (p < 0.001). There were more movements in children with dyskinetic CP compared to children with bilateral spastic CP as captured with the pressure mapping system (CoP distance p = .005 and Anterio-Posterior sway p = .014). After treatment with ITB, involuntary movements had decreased (CoP p = 0.006-0.035, kinematics p = 0.002-0.020). Parents reported improvement in sitting. The two measurement systems showed consistent results (rho 0.500-0.771, p = <0.001-0.049). SIGNIFICANCE It was feasible to objectively measure sitting position in children with a moderate-to-severe motor impairment with differences to a reference group and after an intervention. CoP and head movements were the variables that were easiest to capture.
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Affiliation(s)
- Meta N Eek
- Department of Health and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Sweden.
| | - Annika Blomkvist
- Regional Rehabilitation Centre, Sahlgrenska University Hospital, Box 21062, 418 04 Gothenburg, Sweden
| | - Kristina Olsson
- Regional Rehabilitation Centre, Sahlgrenska University Hospital, Box 21062, 418 04 Gothenburg, Sweden
| | - Karin Lindh
- Regional Rehabilitation Centre, Sahlgrenska University Hospital, Box 21062, 418 04 Gothenburg, Sweden
| | - Kate Himmelmann
- Regional Rehabilitation Centre, Sahlgrenska University Hospital, Box 21062, 418 04 Gothenburg, Sweden; Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sweden
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den Hartog D, van der Krogt MM, van der Burg S, Aleo I, Gijsbers J, Bonouvrié LA, Harlaar J, Buizer AI, Haberfehlner H. Home-Based Measurements of Dystonia in Cerebral Palsy Using Smartphone-Coupled Inertial Sensor Technology and Machine Learning: A Proof-of-Concept Study. Sensors (Basel) 2022; 22:4386. [PMID: 35746168 DOI: 10.3390/s22124386] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/30/2022] [Accepted: 06/07/2022] [Indexed: 02/06/2023]
Abstract
Accurate and reliable measurement of the severity of dystonia is essential for the indication, evaluation, monitoring and fine-tuning of treatments. Assessment of dystonia in children and adolescents with dyskinetic cerebral palsy (CP) is now commonly performed by visual evaluation either directly in the doctor’s office or from video recordings using standardized scales. Both methods lack objectivity and require much time and effort of clinical experts. Only a snapshot of the severity of dyskinetic movements (i.e., choreoathetosis and dystonia) is captured, and they are known to fluctuate over time and can increase with fatigue, pain, stress or emotions, which likely happens in a clinical environment. The goal of this study was to investigate whether it is feasible to use home-based measurements to assess and evaluate the severity of dystonia using smartphone-coupled inertial sensors and machine learning. Video and sensor data during both active and rest situations from 12 patients were collected outside a clinical setting. Three clinicians analyzed the videos and clinically scored the dystonia of the extremities on a 0–4 scale, following the definition of amplitude of the Dyskinesia Impairment Scale. The clinical scores and the sensor data were coupled to train different machine learning models using cross-validation. The average F1 scores (0.67 ± 0.19 for lower extremities and 0.68 ± 0.14 for upper extremities) in independent test datasets indicate that it is possible to detected dystonia automatically using individually trained models. The predictions could complement standard dyskinetic CP measures by providing frequent, objective, real-world assessments that could enhance clinical care. A generalized model, trained with data from other subjects, shows lower F1 scores (0.45 for lower extremities and 0.34 for upper extremities), likely due to a lack of training data and dissimilarities between subjects. However, the generalized model is reasonably able to distinguish between high and lower scores. Future research should focus on gathering more high-quality data and study how the models perform over the whole day.
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Selamat SNS, Che Me R, Ahmad Ainuddin H, Salim MSF, Ramli HR, Romli MH. The Application of Technological Intervention for Stroke Rehabilitation in Southeast Asia: A Scoping Review With Stakeholders' Consultation. Front Public Health 2022; 9:783565. [PMID: 35198531 PMCID: PMC8858807 DOI: 10.3389/fpubh.2021.783565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/31/2021] [Indexed: 01/03/2023] Open
Abstract
Background The technological intervention is considered as an adjunct to the conventional therapies applied in the rehabilitation session. In most high-income countries, technology has been widely used in assisting stroke survivors to undergo their treatments. However, technology use is still lacking in Southeast Asia, especially in middle- and low-income countries. This scoping review identifies and summarizes the technologies and related gaps available in Southeast Asia pertaining to stroke rehabilitation. Methods The JBI manual for evidence synthesis was used to conduct a scoping study. Until September 2021, an electronic search was performed using four databases (Medline, CINAHL, Scopus, ASEAN Citation Index). Only the studies that were carried out in Southeast Asia were chosen. Results Forty-one articles were chosen in the final review from 6,873 articles found during the initial search. Most of the studies reported the implementation of technological intervention combined with conventional therapies in stroke rehabilitation. Advanced and simple technologies were found such as robotics, virtual reality, telerehabilitation, motion capture, assistive devices, and mobility training from Singapore, Thailand, Malaysia, and Indonesia. The majority of the studies show that technological interventions can enhance the recovery period of stroke survivors. The consultation session suggested that the technological interventions should facilitate the needs of the survivors, caregivers, and practitioners during the rehabilitation. Conclusions The integration of technology into conventional therapies has shown a positive outcome and show significant improvement during stroke recovery. Future studies are recommended to investigate the potential of home-based technological intervention and lower extremities.
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Affiliation(s)
- Siti Nur Suhaidah Selamat
- Department of Industrial Design, Faculty of Design and Architecture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Rosalam Che Me
- Department of Industrial Design, Faculty of Design and Architecture, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- *Correspondence: Rosalam Che Me
| | - Husna Ahmad Ainuddin
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Centre of Occupational Therapy Studies, Faculty of Health Sciences, Universiti Teknologi MARA Selangor, Shah Alam, Malaysia
| | - Mazatulfazura S. F. Salim
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Hospital Pengajar, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Hafiz Rashidi Ramli
- Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, Seri Kembangan, Malaysia
| | - Muhammad Hibatullah Romli
- Malaysian Research Institute on Ageing, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia
- Department of Rehabilitation Medicine, Hospital Pengajar, Universiti Putra Malaysia, Seri Kembangan, Malaysia
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Koy A, Kühn AA, Huebl J, Schneider GH, van Riesen AK, Eckenweiler M, Rensing-Zimmermann C, Coenen VA, Krauss JK, Saryyeva A, Hartmann H, Haeussler M, Volkmann J, Matthies C, Horn A, Schnitzler A, Vesper J, Gharabaghi A, Weiss D, Bevot A, Marks W, Pomykal A, Monbaliu E, Borck G, Mueller J, Prinz-Langenohl R, Dembek T, Visser-Vandewalle V, Wirths J, Schiller P, Hellmich M, Timmermann L. Quality of Life after Deep Brain Stimulation of Pediatric Patients With Dyskinetic Cerebral Palsy: A Prospective, Single-Arm, Multicenter Study With a Subsequent Randomized Double-Blind Crossover (STIM-CP). Mov Disord 2021; 37:799-811. [PMID: 34967053 DOI: 10.1002/mds.28898] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 11/05/2021] [Accepted: 12/08/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Patients with dyskinetic cerebral palsy are often severely impaired with limited treatment options. The effects of deep brain stimulation (DBS) are less pronounced than those in inherited dystonia but can be associated with favorable quality of life outcomes even in patients without changes in dystonia severity. OBJECTIVE The aim is to assess DBS effects in pediatric patients with pharmacorefractory dyskinetic cerebral palsy with focus on quality of life. METHODS The method used is a prospective, single-arm, multicenter study. The primary endpoint is improvement in quality of life (CPCHILD [Caregiver Priorities & Child Health Index of Life with Disabilities]) from baseline to 12 months under therapeutic stimulation. The main key secondary outcomes are changes in Burke-Fahn-Marsden Dystonia Rating Scale, Dyskinesia Impairment Scale, Gross Motor Function Measure-66, Canadian Occupational Performance Measure (COPM), and Short-Form (SF)-36. After 12 months, patients were randomly assigned to a blinded crossover to receive active or sham stimulation for 24 hours each. Severity of dystonia and chorea were blindly rated. Safety was assessed throughout. The trial was registered at ClinicalTrials.gov, number NCT02097693. RESULTS Sixteen patients (age: 13.4 ± 2.9 years) were recruited by seven clinical sites. Primary outcome at 12-month follow-up is as follows: mean CPCHILD increased by 4.2 ± 10.4 points (95% CI [confidence interval] -1.3 to 9.7; P = 0.125); among secondary outcomes: improvement in COPM performance measure of 1.1 ± 1.5 points (95% CI 0.2 to 1.9; P = 0.02) and in the SF-36 physical health component by 5.1 ± 6.2 points (95% CI 0.7 to 9.6; P = 0.028). Otherwise, there are no significant changes. CONCLUSION Evidence to recommend DBS as routine treatment to improve quality of life in pediatric patients with dyskinetic cerebral palsy is not yet sufficient. Extended follow-up in larger cohorts will determine the impact of DBS further to guide treatment decisions in these often severely disabled patients.
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Affiliation(s)
- Anne Koy
- Department of Pediatrics, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Andrea A Kühn
- Department of Neurology, Charité University Medicine Berlin, Berlin, Germany
| | - Julius Huebl
- Department of Neurology, Charité University Medicine Berlin, Berlin, Germany.,Department of Neurology, Munich Municipal Hospital Bogenhausen, Munich, Germany
| | | | - Anne K van Riesen
- Department of Pediatric Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Matthias Eckenweiler
- Department of Neuropediatrics and Muscle Disorders, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Cornelia Rensing-Zimmermann
- Department of Neuropediatrics and Muscle Disorders, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Volker Arnd Coenen
- Department of Stereotactic and Functional Neurosurgery, University Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of Stereotactic and Functional Neurosurgery, Center for Deep Brain Stimulation, University Medical Center, Freiburg, Germany
| | - Joachim K Krauss
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Assel Saryyeva
- Department of Neurosurgery, Hannover Medical School, Hannover, Germany
| | - Hans Hartmann
- Department of Pediatrics, Clinic for Pediatric Kidney, Liver and Metabolic Diseases, Hannover Medical School, Hannover, Germany
| | - Martin Haeussler
- Department of Pediatrics, University Hospital Würzburg, Würzburg, Germany
| | - Jens Volkmann
- Department of Neurology, University Hospital Würzburg, Würzburg, Germany
| | - Cordula Matthies
- Department of Stereotactic and Functional Neurosurgery, University Hospital Würzburg, Würzburg, Germany
| | - Annette Horn
- Department of General Pediatrics, Neonatology and Pediatric Cardiology, University Children's Hospital, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Alfons Schnitzler
- Department of Neurology, Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.,Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jan Vesper
- Department of Functional Neurosurgery and Stereotaxy, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Alireza Gharabaghi
- Institute for Neuromodulation and Neurotechnology, University Hospital and University of Tübingen, Tübingen, Germany
| | - Daniel Weiss
- Centre for Neurology, Department for Neurodegenerative Diseases, and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Andrea Bevot
- Department of Pediatrics, Medical Faculty, University of Tübingen, Tübingen, Germany
| | - Warren Marks
- Department of Neurology, Cook Children's Medical Center, Fort Worth, Texas, USA.,Department of Pediatrics, University of North Texas Health Sciences Center, Fort Worth, Texas, USA
| | - Angela Pomykal
- Department of Neurology, Cook Children's Medical Center, Fort Worth, Texas, USA
| | - Elegast Monbaliu
- Department of Rehabilitation Sciences, KU Leuven Campus Bruges, Brugge, Belgium
| | | | - Joerg Mueller
- Department of Neurology, Vivantes Klinikum Spandau, Berlin, Germany
| | | | - Till Dembek
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Veerle Visser-Vandewalle
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Jochen Wirths
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Petra Schiller
- Institute of Medical Statistics and Computational Biology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Martin Hellmich
- Institute of Medical Statistics and Computational Biology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lars Timmermann
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Department of Neurology, University Hospital of Marburg, Marburg, Germany
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Mennella C, Alloisio S, Novellino A, Viti F. Characteristics and Applications of Technology-Aided Hand Functional Assessment: A Systematic Review. Sensors (Basel) 2021; 22:199. [PMID: 35009742 PMCID: PMC8749695 DOI: 10.3390/s22010199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 01/08/2023]
Abstract
Technology-aided hand functional assessment has received considerable attention in recent years. Its applications are required to obtain objective, reliable, and sensitive methods for clinical decision making. This systematic review aims to investigate and discuss characteristics of technology-aided hand functional assessment and their applications, in terms of the adopted sensing technology, evaluation methods and purposes. Based on the shortcomings of current applications, and opportunities offered by emerging systems, this review aims to support the design and the translation to clinical practice of technology-aided hand functional assessment. To this end, a systematic literature search was led, according to recommended PRISMA guidelines, in PubMed and IEEE Xplore databases. The search yielded 208 records, resulting into 23 articles included in the study. Glove-based systems, instrumented objects and body-networked sensor systems appeared from the search, together with vision-based motion capture systems, end-effector, and exoskeleton systems. Inertial measurement unit (IMU) and force sensing resistor (FSR) resulted the sensing technologies most used for kinematic and kinetic analysis. A lack of standardization in system metrics and assessment methods emerged. Future studies that pertinently discuss the pathophysiological content and clinimetrics properties of new systems are required for leading technologies to clinical acceptance.
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Affiliation(s)
- Ciro Mennella
- Institute of Biophysics, National Research Council, Via De Marini 6, 16149 Genova, Italy; (S.A.); (F.V.)
| | - Susanna Alloisio
- Institute of Biophysics, National Research Council, Via De Marini 6, 16149 Genova, Italy; (S.A.); (F.V.)
- ETT Spa, Via Sestri 37, 16154 Genova, Italy;
| | | | - Federica Viti
- Institute of Biophysics, National Research Council, Via De Marini 6, 16149 Genova, Italy; (S.A.); (F.V.)
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Kent L, Cleland I, Saunders C, Ennis A, Finney L, Kerr C. A Systematic Multidisciplinary Process for User Engagement and Sensor Evaluation: Development of a Digital Toolkit for Assessment of Movement in Children With Cerebral Palsy. Front Digit Health 2021; 3:692112. [PMID: 34713169 PMCID: PMC8521849 DOI: 10.3389/fdgth.2021.692112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 05/28/2021] [Indexed: 11/13/2022] Open
Abstract
Objectives: To describe and critique a systematic multidisciplinary approach to user engagement, and selection and evaluation of sensor technologies for development of a sensor-based Digital Toolkit for assessment of movement in children with cerebral palsy (CP). Methods: A sequential process was employed comprising three steps: Step 1: define user requirements, by identifying domains of interest; Step 2: map domains of interest to potential sensor technologies; and Step 3: evaluate and select appropriate sensors to be incorporated into the Digital Toolkit. The process employed a combination of principles from frameworks based in either healthcare or technology design. Results: A broad range of domains were ranked as important by clinicians, patients and families, and industry users. These directly informed the device selection and evaluation process that resulted in three sensor-based technologies being agreed for inclusion in the Digital Toolkit, for use in a future research study. Conclusion: This report demonstrates a systematic approach to user engagement and device selection and evaluation during the development of a sensor-based solution to a healthcare problem. It also provides a narrative on the benefits of employing a multidisciplinary approach throughout the process. This work uses previous frameworks for evaluating sensor technologies and expands on the methods used for user engagement.
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Affiliation(s)
- Lisa Kent
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, United Kingdom
| | - Ian Cleland
- School of Computing, Ulster University, Newtownabbey, United Kingdom
| | | | - Andrew Ennis
- School of Computing, Ulster University, Newtownabbey, United Kingdom
| | | | - Claire Kerr
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, United Kingdom
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15
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Lucareli PRG, Barcala L, Artilheiro MC, Speciali DS, Correa JCF, Garbelotti Junior SA, Politti F. The immediate effect of different loads does not alter muscle co-activation of the upper limb in young adults with dyskinetic cerebral palsy. Gait Posture 2021; 90:161-6. [PMID: 34482220 DOI: 10.1016/j.gaitpost.2021.08.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 08/13/2021] [Accepted: 08/24/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND There is insufficient information on muscle co-activation in the upper limbs to help healthcare providers develop treatment programs for patients with dyskinetic cerebral palsy (DCP). RESEARCH QUESTION Is the degree of muscle co-activation greater in adults with DCP than in healthy individuals? Does the use of different arm weights modify co-contraction in individuals with PCD? METHODS Fourteen healthy individuals (control group [CG]) and 14 individuals with DCP (dyskinetic group [DG]) participated in the study. The degree of muscle co-activation of the dominant limb during drinking from a mug was compared between the two groups. The task was divided into a going, adjusting, and returning phase. In the DG, an analysis was also performed on using an arm weight during the functional task. The loads corresponded to 10, 20, and 30 % of maximum isometric muscle strength measured in each participant. RESULTS In comparing the two groups, the DG exhibited a greater muscle co-activation in the shoulder and elbow muscles during the going phase, the shoulder, elbow, and wrist during the adjusting phase; and the elbow during the returning phase. The DG also showed a greater mean index of curvature (MIC), time to perform the movement phases, and lesser mean velocity (Vm) to drinking. In analyzing the DG's arm weight, no effect on co-activation, MIC, time to perform the movement phases, and Vm to drinking were found with the loads tested (p > 0.05). CONCLUSION Muscle co-activation is increased in adults with DCP in comparison to healthy individuals. Moreover, arm weight during the functional activity of drinking from a mug did not alter co-activation, although an immediate effect was expected.
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基于ICF-CY核心分类组合的康复治疗方案对脑性瘫痪患儿日常生活能力影响的前瞻性随机对照研究. Zhongguo Dang Dai Er Ke Za Zhi 2021; 23. [PMID: 34130783 DOI: 10.7499/j.issn.1008-8830.2103060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVE To study the effect of rehabilitation treatment based on the International Classification of Functioning, Disability and Health-Children and Youth Version (ICF-CY) Core Sets on activities of daily living in children with cerebral palsy. METHODS The children with cerebral palsy were divided into an observation group (n=63) and a control group (n=59) using a random number table. The children in the observation group were evaluated using the brief ICF-CY Core Sets for children under 6 years to identify intervention targets and develop rehabilitation plans and goals, and then specific methods were selected for rehabilitation treatment. The children in the control group were evaluated and treated with the traditional rehabilitation mode. The scores of the Functional Independence Measure for Children (WeeFIM) and the Infants-Junior Middle School Students' Social-Life Abilities Scale were assessed for both groups before treatment and after three courses of treatment. The intervention of environmental factors was compared between the two groups. RESULTS There was no significant difference in the scores of the WeeFIM and Social-Life Abilities scales between the two groups before treatment (P > 0.05). After treatment, both groups had significant increases in the scores of the WeeFIM and Social-Life Abilities scales (P < 0.001). The observation group had significantly higher scores of WeeFIM and Social-Life Abilities scales than the control group after treatment (P < 0.05). There was no significant difference in the use rate of orthosis between the two groups (P > 0.05), but the use rate of assistive devices for self-help, transfer and communication, the rate of facility renovation, and the rate of family rehabilitation guidance in the observation group were significantly higher than those in the control group (P < 0.05). CONCLUSIONS The rehabilitation treatment regimen for cerebral palsy based on the CF-CY Core Sets pays more attention to the influence of environmental factors in the process of rehabilitation and can effectively improve the activities of daily living of children with cerebral palsy.
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杨 磊, 李 三, 张 广, 王 明, 陈 功, 朱 登. [Effect of rehabilitation treatment based on the ICF-CY Core Sets on activities of daily living in children with cerebral palsy: a prospective randomized controlled study]. Zhongguo Dang Dai Er Ke Za Zhi 2021; 23:608-612. [PMID: 34130783 PMCID: PMC8213992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 04/25/2021] [Indexed: 09/21/2023]
Abstract
OBJECTIVE To study the effect of rehabilitation treatment based on the International Classification of Functioning, Disability and Health-Children and Youth Version (ICF-CY) Core Sets on activities of daily living in children with cerebral palsy. METHODS The children with cerebral palsy were divided into an observation group (n=63) and a control group (n=59) using a random number table. The children in the observation group were evaluated using the brief ICF-CY Core Sets for children under 6 years to identify intervention targets and develop rehabilitation plans and goals, and then specific methods were selected for rehabilitation treatment. The children in the control group were evaluated and treated with the traditional rehabilitation mode. The scores of the Functional Independence Measure for Children (WeeFIM) and the Infants-Junior Middle School Students' Social-Life Abilities Scale were assessed for both groups before treatment and after three courses of treatment. The intervention of environmental factors was compared between the two groups. RESULTS There was no significant difference in the scores of the WeeFIM and Social-Life Abilities scales between the two groups before treatment (P > 0.05). After treatment, both groups had significant increases in the scores of the WeeFIM and Social-Life Abilities scales (P < 0.001). The observation group had significantly higher scores of WeeFIM and Social-Life Abilities scales than the control group after treatment (P < 0.05). There was no significant difference in the use rate of orthosis between the two groups (P > 0.05), but the use rate of assistive devices for self-help, transfer and communication, the rate of facility renovation, and the rate of family rehabilitation guidance in the observation group were significantly higher than those in the control group (P < 0.05). CONCLUSIONS The rehabilitation treatment regimen for cerebral palsy based on the CF-CY Core Sets pays more attention to the influence of environmental factors in the process of rehabilitation and can effectively improve the activities of daily living of children with cerebral palsy.
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Affiliation(s)
- 磊 杨
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - 三松 李
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - 广宇 张
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - 明梅 王
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - 功勋 陈
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - 登纳 朱
- />郑州大学第三附属医院, 河南郑州 450052Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
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Sung-U S, Nisa BU, Yotsumoto K, Tanemura R. Effectiveness of robotic-assisted therapy for upper extremity function in children and adolescents with cerebral palsy: a systematic review protocol. BMJ Open 2021; 11:e045051. [PMID: 33980527 PMCID: PMC8118031 DOI: 10.1136/bmjopen-2020-045051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION The application of advanced technologies in paediatric rehabilitation to improve performance and enhance everyday functioning shows considerable promise. The aims of this systematic review are to investigate the effectiveness of robotic-assisted therapy for upper extremity function in children and adolescents with cerebral palsy and to extend the scope of intervention from empirical evidence. METHODS AND ANALYSIS Multiple databases, including MEDLINE (Ovid), PubMed, CINAHL, Scopus, Web of Science, Cochrane Library and IEEE Xplore, will be comprehensively searched for relevant randomised controlled trials and non-randomised studies. The grey literature will be accessed on the ProQuest Dissertations & Theses Global database, and a hand search from reference lists of previous articles will be performed. The papers written in English language will be considered, with no limitation on publication date. Two independent reviewers will identify eligible studies, evaluate the level of evidence (the Oxford Centre for Evidence-Based Medicine) and appraise methodological quality and risk of bias (the Standard quality assessment criteria for evaluating primary research papers from a variety of fields (QualSyst tool); the Grading of Recommendations Assessment, Development and Evaluation). Data will be appropriately extracted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guideline. A narrative synthesis will be provided to summarise the results, and a meta-analysis will be conducted if there is sufficient homogeneity across outcomes. PROSPERO REGISTRATION NUMBER CRD42020205818. ETHICS AND DISSEMINATION Ethical approval is not required for this study. The findings will be disseminated via a peer-reviewed journal and international conferences.
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Affiliation(s)
- Sasithorn Sung-U
- Department of Rehabilitation Science, Graduate School of Health Sciences, Kobe University, Kobe, Hyogo, Japan
- Department of Occupational Therapy, Faculty of Associated Medical Sciences, Chiang Mai University, Mueang Chiang Mai, Chiang Mai, Thailand
| | - Badur Un Nisa
- Department of Rehabilitation Science, Graduate School of Health Sciences, Kobe University, Kobe, Hyogo, Japan
| | - Kayano Yotsumoto
- Department of Rehabilitation Science, Graduate School of Health Sciences, Kobe University, Kobe, Hyogo, Japan
| | - Rumi Tanemura
- Department of Rehabilitation Science, Graduate School of Health Sciences, Kobe University, Kobe, Hyogo, Japan
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Niechwiej-Szwedo E, Nouredanesh M, Tung J. Test-retest repeatability reveals a temporal kinematic signature for an upper limb precision grasping task in adults. Hum Mov Sci 2021; 75:102721. [PMID: 33271492 DOI: 10.1016/j.humov.2020.102721] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/26/2020] [Accepted: 11/18/2020] [Indexed: 11/23/2022]
Abstract
Hand-eye coordination skills, such as reaching and grasping, are fundamentally important for the performance of most daily activities. Upper limb kinematics recorded by motion tracking systems provide detailed insight into the central nervous system control of movement planning and execution. For example, kinematic metrics can reveal deficits in control, and compensatory neuromotor strategies in individuals with neuropathologies. However, the clinical utility of kinematic metrics is currently limited because their psychometric properties, such as test-retest repeatability, have not been well characterized. Therefore, the purpose of this study was to examine the degree of repeatability of spatiotemporal kinematic metrics and determine which, if any, measures form a kinematic signature for a precision grasping task. Healthy adults (n = 40) were tested on two occasions separated by 5-10 days on a bead threading task consisting of reaching and precision grasping. Results showed good test-retest repeatability for reach peak velocity, reach and grasp durations, whereas poor to moderate reliability was observed for measures of spatial precision and maximum grip aperture. In addition, analysis showed that reliable estimates of kinematic metrics can be obtained using 10 trials. Overall, our results indicate that reach peak velocity and temporal metrics form a stable characteristic, or a kinematic signature, of individual performance on a standardized bead threading task. These findings suggest potential utility in applying kinematic metrics for clinical assessment of upper limb reaching tasks.
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Affiliation(s)
- Alan Leviton
- Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
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Carmona-Pérez C, Pérez-Ruiz A, Garrido-Castro JL, Vidal FT, Alcaraz-Clariana S, García-Luque L, Rodrigues-de-Souza DP, Alburquerque-Sendín F. Design, Validity, and Reliability of a New Test, Based on an Inertial Measurement Unit System, for Measuring Cervical Posture and Motor Control in Children with Cerebral Palsy. Diagnostics (Basel) 2020; 10:E661. [PMID: 32882885 PMCID: PMC7555956 DOI: 10.3390/diagnostics10090661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 08/27/2020] [Accepted: 08/31/2020] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE The aim of this study was to design and propose a new test based on inertial measurement unit (IMU) technology, for measuring cervical posture and motor control in children with cerebral palsy (CP) and to evaluate its validity and reliability. METHODS Twenty-four individuals with CP (4-14 years) and 24 gender- and age-matched controls were evaluated with a new test based on IMU technology to identify and measure any movement in the three spatial planes while the individual is seated watching a two-minute video. An ellipse was obtained encompassing 95% of the flexion/extension and rotation movements in the sagittal and transversal planes. The protocol was repeated on two occasions separated by 3 to 5 days. Construct and concurrent validity were assessed by determining the discriminant capacity of the new test and by identifying associations between functional measures and the new test outcomes. Relative reliability was determined using the intraclass correlation coefficient (ICC) for test-retest data. Absolute reliability was obtained by the standard error of measurement (SEM) and the Minimum Detectable Change at a 90% confidence level (MDC90). RESULTS The discriminant capacity of the area and both dimensions of the new test was high (Area Under the Curve ≈ 0.8), and consistent multiple regression models were identified to explain functional measures with new test results and sociodemographic data. A consistent trend of ICCs higher than 0.8 was identified for CP individuals. Finally, the SEM can be considered low in both groups, although the high variability among individuals determined some high MDC90 values, mainly in the CP group. CONCLUSIONS The new test, based on IMU data, is valid and reliable for evaluating posture and motor control in children with CP.
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Affiliation(s)
- Cristina Carmona-Pérez
- Centro de Recuperación Neurológica de Córdoba (CEDANE), 14005 Córdoba, Spain;
- Doctoral Program in Biomedicine, University of Córdoba, 14004 Córdoba, Spain; (S.A.-C.); (L.G.-L.)
| | - Alberto Pérez-Ruiz
- Department of Nursing, Pharmacology and Physical Therapy, Faculty of Medicine and Nursing, University of Córdoba, 14004 Córdoba, Spain; (A.P.-R.); (F.A.-S.)
| | - Juan L. Garrido-Castro
- Department of Computer Science and Numerical Analysis, Rabanales Campus, University of Córdoba, 14071 Córdoba, Spain; (J.L.G.-C.); (F.T.V.)
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), 14004 Córdoba, Spain
| | - Francisco Torres Vidal
- Department of Computer Science and Numerical Analysis, Rabanales Campus, University of Córdoba, 14071 Córdoba, Spain; (J.L.G.-C.); (F.T.V.)
| | - Sandra Alcaraz-Clariana
- Doctoral Program in Biomedicine, University of Córdoba, 14004 Córdoba, Spain; (S.A.-C.); (L.G.-L.)
- Department of Nursing, Pharmacology and Physical Therapy, Faculty of Medicine and Nursing, University of Córdoba, 14004 Córdoba, Spain; (A.P.-R.); (F.A.-S.)
| | - Lourdes García-Luque
- Doctoral Program in Biomedicine, University of Córdoba, 14004 Córdoba, Spain; (S.A.-C.); (L.G.-L.)
| | - Daiana Priscila Rodrigues-de-Souza
- Department of Nursing, Pharmacology and Physical Therapy, Faculty of Medicine and Nursing, University of Córdoba, 14004 Córdoba, Spain; (A.P.-R.); (F.A.-S.)
| | - Francisco Alburquerque-Sendín
- Department of Nursing, Pharmacology and Physical Therapy, Faculty of Medicine and Nursing, University of Córdoba, 14004 Córdoba, Spain; (A.P.-R.); (F.A.-S.)
- Maimonides Biomedical Research Institute of Cordoba (IMIBIC), 14004 Córdoba, Spain
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