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Liu Y, Li Y, Zhang Z, Huo B, Dong A. Quantitative evaluation of motion compensation in post-stroke rehabilitation training based on muscle synergy. Front Bioeng Biotechnol 2024; 12:1375277. [PMID: 38515620 PMCID: PMC10955434 DOI: 10.3389/fbioe.2024.1375277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 02/20/2024] [Indexed: 03/23/2024] Open
Abstract
Introduction: Stroke is the second leading cause of death globally and a primary factor contributing to disability. Unilateral limb motor impairment caused by stroke is the most common scenario. The bilateral movement pattern plays a crucial role in assisting stroke survivors on the affected side to relearn lost skills. However, motion compensation often lead to decreased coordination between the limbs on both sides. Furthermore, muscle fatigue resulting from imbalanced force exertion on both sides of the limbs can also impact the rehabilitation outcomes. Method: In this study, an assessment method based on muscle synergy indicators was proposed to objectively quantify the impact of motion compensation issues on rehabilitation outcomes. Muscle synergy describes the body's neuromuscular control mechanism, representing the coordinated activation of multiple muscles during movement. 8 post-stroke hemiplegia patients and 8 healthy subjects participated in this study. During hand-cycling tasks with different resistance levels, surface electromyography signals were synchronously collected from these participants before and after fatigue. Additionally, a simulated compensation experiment was set up for healthy participants to mimic various hemiparetic states observed in patients. Results and discussion: Synergy symmetry and synergy fusion were chosen as potential indicators for assessing motion compensation. The experimental results indicate significant differences in synergy symmetry and fusion levels between the healthy control group and the patient group (p ≤ 0.05), as well as between the healthy control group and the compensation group. Moreover, the analysis across different resistance levels showed no significant variations in the assessed indicators (p > 0.05), suggesting the utility of synergy symmetry and fusion indicators for the quantitative evaluation of compensation behaviors. Although muscle fatigue did not significantly alter the symmetry and fusion levels of bilateral synergies (p > 0.05), it did reduce the synergy repeatability across adjacent movement cycles, compromising movement stability and hindering patient recovery. Based on synergy symmetry and fusion indicators, the degree of bilateral motion compensation in patients can be quantitatively assessed, providing personalized recommendations for rehabilitation training and enhancing its effectiveness.
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Affiliation(s)
- Yanhong Liu
- School of Electrical and Informatic Engineering, Zhengzhou University, Zhengzhou, China
| | - Yaowei Li
- School of Electrical and Informatic Engineering, Zhengzhou University, Zhengzhou, China
| | - Zan Zhang
- School of Electrical and Informatic Engineering, Zhengzhou University, Zhengzhou, China
| | - Benyan Huo
- School of Electrical and Informatic Engineering, Zhengzhou University, Zhengzhou, China
| | - Anqin Dong
- The Rehabilitation Department, Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Grosmaire AG, Pila O, Breuckmann P, Duret C. Robot-assisted therapy for upper limb paresis after stroke: Use of robotic algorithms in advanced practice. NeuroRehabilitation 2022; 51:577-593. [PMID: 36530096 DOI: 10.3233/nre-220025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Rehabilitation of stroke-related upper limb paresis is a major public health issue. OBJECTIVE Robotic systems have been developed to facilitate neurorehabilitation by providing key elements required to stimulate brain plasticity and motor recovery, namely repetitive, intensive, adaptative training with feedback. Although the positive effect of robot-assisted therapy on motor impairments has been well demonstrated, the effect on functional capacity is less certain. METHOD This narrative review outlines the principles of robot-assisted therapy for the rehabilitation of post-stroke upper limb paresis. RESULTS A paradigm is proposed to promote not only recovery of impairment but also function. CONCLUSION Further studies that would integrate some principles of the paradigm described in this paper are needed.
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Affiliation(s)
- Anne-Gaëlle Grosmaire
- Unité de Neurorééducation, Médecine Physique et de Réadaptation, Centre de Rééducation Fonctionnelle Les Trois Soleils, Boissise-Le-Roi, France
| | - Ophélie Pila
- Unité de Neurorééducation, Médecine Physique et de Réadaptation, Centre de Rééducation Fonctionnelle Les Trois Soleils, Boissise-Le-Roi, France
| | - Petra Breuckmann
- Unité de Neurorééducation, Médecine Physique et de Réadaptation, Centre de Rééducation Fonctionnelle Les Trois Soleils, Boissise-Le-Roi, France
| | - Christophe Duret
- Unité de Neurorééducation, Médecine Physique et de Réadaptation, Centre de Rééducation Fonctionnelle Les Trois Soleils, Boissise-Le-Roi, France
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Xu Z, Guo S, Zhang L. A path planning method of 6-DOF robot for mirror therapy based on A* algorithm. Technol Health Care 2021; 30:105-116. [PMID: 34024793 DOI: 10.3233/thc-202551] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND With the population aging, post-stroke patients suffering from hemiplegia are also rapidly increasing. It is essential to provide valid rehabilitation methods for hemiplegia patients. Mirror therapy is an effective rehabilitation method and is widely applied in many rehabilitation robots. OBJECTIVE The aim of this paper is to present a path planning method to guarantee the robot's motion performance during mirror therapy. METHODS The kinematic framework of the proposed rehabilitation system is detailed, then the reference motion path of the manipulator is calculated according to kinematic transformation. The concept of manipulability is introduced to describe the motion performance of the manipulator. Based on the above work, a path planning method based on A* algorithm is proposed to quantitatively analyze and optimize the motion performance of the manipulator. RESULTS Preliminary experiments with the proposed rehabilitation system are conducted to verify the proposed path planning method. The characteristics of the proposed method are analyzed through two typical situations. The results showed that the proposed method can build a new path for manipulator, which can ensure the robot's motion performance and is highly consistent with the reference path. CONCLUSION The results showed that the manipulator could achieve the task with acceptable error, which indicates the potential of the proposed path planning method for mirror therapy.
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Paolucci T, Agostini F, Mangone M, Bernetti A, Pezzi L, Liotti V, Recubini E, Cantarella C, Bellomo RG, D'Aurizio C, Saggini R. Robotic rehabilitation for end-effector device and botulinum toxin in upper limb rehabilitation in chronic post-stroke patients: an integrated rehabilitative approach. Neurol Sci 2021; 42:5219-5229. [PMID: 33826010 PMCID: PMC8642375 DOI: 10.1007/s10072-021-05185-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 03/13/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Determine the effects of an integrated rehabilitation protocol, including botulinum toxin and conventional rehabilitation exercise plus end-effector (EE) robotic training for functional recovery of the upper limb (UL) compared to training with the robot alone in post-chronic stroke patients with mild to severe spasticity, compared to training with the robot alone. METHODS In this prospective, observational case-control study, stroke patients were allocated into 2 groups: robot group (RG, patients who underwent robotic treatment with EE) and robot-toxin group (RTG, patients who in addition have carried out the injection of botulinum toxin for UL recovery). All patients were assessed by Fugl-Meyer Assessment (FMA), Motricity Index (MI), modified Ashworth scale (MAS), numeric rating scale (NRS), Box and Block Test (BBT), Frenchay Arm Test (FAT), and Barthel Index (BI) at baseline (T0), T1 (end of treatment), and T2 (3 months of follow-up). RESULTS Forty-four patients were included and analyzed (21RG; 23RTG). From the analysis between groups, the results suggested how there was a statistically significant difference in favor of RTG, specifically ΔT0-T1 and ΔT0-T2 for B&B p = 0.009 and p = 0.035; ΔT0-T1 and ΔT0-T2 for FAT with p = 0.016 and p = 0.031; ΔT0-T1 for MAS shoulder p = 0.016; ΔT0-T1 and ΔT0-T2 with p = 0.010 and p = 0.005 for MAS elbow; and ΔT0-T1 and ΔT0-T2 with p = 0.001 and p = 0.013 for MAS wrist. CONCLUSION Our results suggest, in line with the literature, a good efficacy in the reduction of spasticity and in the improvement of the function of the UL, with the reduction of pain, adopting a rehabilitation protocol integrated with BoTN, robot-assisted training, and traditional physiotherapy.
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Affiliation(s)
- Teresa Paolucci
- Unit of Physical Medicine and Rehabilitation, Department of Oral Medical Science and Biotechnology (DSMOB), G. D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Francesco Agostini
- Physical Medicine and Rehabilitation Unit, Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy
| | - Massimiliano Mangone
- Physical Medicine and Rehabilitation Unit, Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy.
| | - Andrea Bernetti
- Physical Medicine and Rehabilitation Unit, Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185, Rome, Italy
| | - Letizia Pezzi
- Unit of Physical Medicine and Rehabilitation, Department of Oral Medical Science and Biotechnology (DSMOB), G. D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Vitalma Liotti
- U.O.C. Physical Medicine and Rehabilitation, Hospital of Popoli, Pescara, Italy
| | - Elena Recubini
- U.O.C. Physical Medicine and Rehabilitation, Hospital of Popoli, Pescara, Italy
| | - Cristina Cantarella
- U.O.C. Physical Medicine and Rehabilitation, Hospital of Popoli, Pescara, Italy
| | - Rosa Grazia Bellomo
- Department of Biomolecular Sciences, University of Study of Urbino Carlo Bo, Urbino, Italy
| | - Carlo D'Aurizio
- U.O.C. Physical Medicine and Rehabilitation, Hospital of Popoli, Pescara, Italy
| | - Raoul Saggini
- Unit of Physical Medicine and Rehabilitation, Department of Oral Medical Science and Biotechnology (DSMOB), G. D'Annunzio University of Chieti-Pescara, Chieti, Italy.,IRCSS Centro Neurolesi "Bonino Pulejo", Messina, Italy
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Alves SS, Ocamoto GN, de Camargo PS, Santos ATS, Terra AMSV. Effects of virtual reality and motor imagery techniques using Fugl Meyer Assessment scale in post-stroke patients. INTERNATIONAL JOURNAL OF THERAPY AND REHABILITATION 2018. [DOI: 10.12968/ijtr.2018.25.11.587] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Suélen Santos Alves
- Physiotherapist, Neurofunctional Physical Therapy Laboratory, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
| | - Gabriela Nagai Ocamoto
- Physiotherapist, Neurofunctional Physical Therapy Laboratory, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
| | - Patrícia Silva de Camargo
- Physiotherapist, Neurofunctional Physical Therapy Laboratory, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
| | - Adriana Teresa Silva Santos
- Teacher, Neurofunctional Physical Therapy Laboratory, Federal University of Alfenas, Alfenas, Minas Gerais, Brazil
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