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Kim J, Kim E, Lee SH, Lee G, Kim YH. Use of cortical hemodynamic responses in digital therapeutics for upper limb rehabilitation in patients with stroke. J Neuroeng Rehabil 2024; 21:115. [PMID: 38987817 PMCID: PMC11238451 DOI: 10.1186/s12984-024-01404-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 06/11/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Stroke causes long-term disabilities, highlighting the need for innovative rehabilitation strategies for reducing residual impairments. This study explored the potential of functional near-infrared spectroscopy (fNIRS) for monitoring cortical activation during rehabilitation using digital therapeutics. METHODS This cross-sectional study included 18 patients with chronic stroke, of whom 13 were men. The mean age of the patients was 67.0 ± 7.1 years. Motor function was evaluated through various tests, including the Fugl-Meyer assessment for upper extremity (FMA-UE), grip and pinch strength test, and box and block test. All the patients completed the digital rehabilitation program (MotoCog®, Cybermedic Co., Ltd., Republic of Korea) while being monitored using fNIRS (NIRScout®, NIRx Inc., Germany). Statistical parametric mapping (SPM) was employed to analyze the cortical activation patterns from the fNIRS data. Furthermore, the K-nearest neighbor (K-NN) algorithm was used to analyze task performance and fNIRS data to classify the severity of motor impairment. RESULTS The participants showed diverse task performances in the digital rehabilitation program, demonstrating distinct patterns of cortical activation that correlated with different motor function levels. Significant activation was observed in the ipsilesional primary motor area (M1), primary somatosensory area (S1), and contralateral prefrontal cortex. The activation patterns varied according to the FMA-UE scores. Positive correlations were observed between the FMA-UE scores and SPM t-values in the ipsilesional M1, whereas negative correlations were observed in the ipsilesional S1, frontal lobe, and parietal lobe. The incorporation of cortical hemodynamic responses with task scores in a digital rehabilitation program substantially improves the accuracy of the K-NN algorithm in classifying upper limb functional levels in patients with stroke. The accuracy for tasks, such as the gas stove-operation task, increased from 44.4% using only task scores to 83.3% when these scores were combined with oxy-Hb t-values from the ipsilesional M1. CONCLUSIONS The results advocated the development of tailored digital rehabilitation strategies by combining the behavioral and cerebral hemodynamic data of patients with stroke. This approach aligns with the evolving paradigm of personalized rehabilitation in stroke recovery, highlighting the need for further extensive research to optimize rehabilitation outcomes.
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Affiliation(s)
- Jinuk Kim
- Center for Neuroscience Imaging Research, Institute for Basic Science (IBS), Suwon, 16419, Republic of Korea
| | - Eunmi Kim
- Department of Physical and Rehabilitation Medicine, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea
| | - Su-Hyun Lee
- Department of Physical and Rehabilitation Medicine, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea
| | - Gihyoun Lee
- Department of Biomedical Engineering, Chonnam National University, Yeosu, 59626, Republic of Korea.
- School of Healthcare and Biomedical Engineering, Chonnam National University, Yeosu, 59626, Republic of Korea.
| | - Yun-Hee Kim
- Department of Physical and Rehabilitation Medicine, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea.
- Myongji Choonhey Rehabilitation Hospital, Seoul, 07378, Republic of Korea.
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Kim H, Lee C, Kim N, Chung E, Jeon H, Shin S, Kim M. Early functional factors for predicting outcome of independence in daily living after stroke: a decision tree analysis. J Rehabil Med 2024; 56:jrm35095. [PMID: 38712968 DOI: 10.2340/jrm.v56.35095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 04/20/2024] [Indexed: 05/08/2024] Open
Abstract
OBJECTIVE This study aimed to investigate the predictive functional factors influencing the acquisition of basic activities of daily living performance abilities during the early stages of stroke rehabilitation using classification and regression analysis trees. METHODS The clinical data of 289 stroke patients who underwent rehabilitation during hospitalization (164 males; mean age: 62.2 ± 13.9 years) were retrospectively collected and analysed. The follow-up period between admission and discharge was approximately 6 weeks. Medical records, including demographic characteristics and various functional assessments with item scores, were extracted. The modified Barthel Index on discharge served as the target outcome for analysis. A "good outcome" was defined as a modified Barthel Index score ≥ 75 on discharge, while a modified Barthel Index score < 75 was classified as a "poor outcome." RESULTS Two classification and regression analysis tree models were developed. The first model, predicting activities of daily living outcomes based on early motor functions, achieved an accuracy of 92.4%. Among patients with a "good outcome", 70.9% exhibited (i) ≥ 4 points in the "sitting-to-standing" category in the motor assessment scale and (ii) 32 points on the Berg Balance Scale score. The second model, predicting activities of daily living outcome based on early cognitive functions, achieved an accuracy of 82.7%. Within the "poor outcome" group, 52.2% had (i) ≤ 21 points in the "visuomotor organization" category of Lowenstein Occupational Therapy Cognitive Assessment, (ii) ≤ 1 point in the "time orientation" category of the Mini Mental State Examination. CONCLUSION The ability to perform "sitting-to-standing" and visuomotor organization functions at the beginning of rehabilitation emerged as the most significant predictors for achieving successful basic activities of daily living on discharge after stroke.
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Affiliation(s)
- Heegoo Kim
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea
| | - Chanmi Lee
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea
| | - Nayeong Kim
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea
| | - Eunhye Chung
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea
| | - HyeongMin Jeon
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea
| | - Seyoung Shin
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea; Rehabilitation and Regeneration Research Center, CHA University School of Medicine, Seongnam, Republic of Korea
| | - MinYoung Kim
- Department of Rehabilitation Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea; Digital Therapeutics Research Team, CHA Future Medicine Research Institute, Seongnam, Republic of Korea; Rehabilitation and Regeneration Research Center, CHA University School of Medicine, Seongnam, Republic of Korea.
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Xia K, Chen X, Chang X, Liu C, Guo L, Xu X, Lv F, Wang Y, Sun H, Zhou J. Hand Exoskeleton Design and Human-Machine Interaction Strategies for Rehabilitation. Bioengineering (Basel) 2022; 9:682. [PMID: 36421083 PMCID: PMC9687420 DOI: 10.3390/bioengineering9110682] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/04/2022] [Accepted: 11/09/2022] [Indexed: 12/08/2024] Open
Abstract
Stroke and related complications such as hemiplegia and disability create huge burdens for human society in the 21st century, which leads to a great need for rehabilitation and daily life assistance. To address this issue, continuous efforts are devoted in human-machine interaction (HMI) technology, which aims to capture and recognize users' intentions and fulfil their needs via physical response. Based on the physiological structure of the human hand, a dimension-adjustable linkage-driven hand exoskeleton with 10 active degrees of freedom (DoFs) and 3 passive DoFs is proposed in this study, which grants high-level synergy with the human hand. Considering the weight of the adopted linkage design, the hand exoskeleton can be mounted on the existing up-limb exoskeleton system, which greatly diminishes the burden for users. Three rehabilitation/daily life assistance modes are developed (namely, robot-in-charge, therapist-in-charge, and patient-in-charge modes) to meet specific personal needs. To realize HMI, a thin-film force sensor matrix and Inertial Measurement Units (IMUs) are installed in both the hand exoskeleton and the corresponding controller. Outstanding sensor-machine synergy is confirmed by trigger rate evaluation, Kernel Density Estimation (KDE), and a confusion matrix. To recognize user intention, a genetic algorithm (GA) is applied to search for the optimal hyperparameters of a 1D Convolutional Neural Network (CNN), and the average intention-recognition accuracy for the eight actions/gestures examined reaches 97.1% (based on K-fold cross-validation). The hand exoskeleton system provides the possibility for people with limited exercise ability to conduct self-rehabilitation and complex daily activities.
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Affiliation(s)
- Kang Xia
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
- School of Mechanical, Medical and Process Engineering, Queensland University of Technology (QUT), Brisbane, QLD 4001, Australia
| | - Xianglei Chen
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
| | - Xuedong Chang
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
| | - Chongshuai Liu
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
| | - Liwei Guo
- Articular Orthopaedics, The Third Affiliated Hospital of Soochow University, Changzhou 213003, China
| | - Xiaobin Xu
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
| | - Fangrui Lv
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
| | - Yimin Wang
- Articular Orthopaedics, The Third Affiliated Hospital of Soochow University, Changzhou 213003, China
| | - Han Sun
- Articular Orthopaedics, The Third Affiliated Hospital of Soochow University, Changzhou 213003, China
| | - Jianfang Zhou
- College of Mechanical & Electrical Engineering, HoHai University, Nanjing 210098, China
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Elderly Patients after Stroke Increase Skeletal Muscle Mass by Exercise Therapy in Rehabilitation Wards. J Stroke Cerebrovasc Dis 2021; 30:105958. [PMID: 34303088 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 06/03/2021] [Accepted: 06/10/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Loss of skeletal muscle is a critical health issue that frequently occurs due to aging and various pathologies. No studies have reported increases in appendicular skeletal muscle mass among elderly patients after stroke. Our hypothesis was that even older individuals after stroke could increase skeletal muscle mass by rehabilitation. OBJECTIVES This study aimed to evaluate changes to skeletal muscle mass in elderly patients after stroke rehabilitation and to assess factors associated with skeletal muscle mass increases. MATERIALS AND METHODS Participants in this case-control study were 159 patients ≥ 80 years old in rehabilitation wards after stroke. Body mass index (BMI), appendicular skeletal muscle index (SMI), Functional Independence Measure (FIM), interval from onset to transfer, presence of hemiplegia, National Institutes of Health Stroke Scale (NIHSS), length of hospital stay for rehabilitation, period of exercise therapy per day, and protein intake were examined. Multivariate logistic regression analysis was performed to identify association between these values and SMI increases. RESULTS SMI at discharge was significantly increased (5.30 kg/m2) compared to baseline (5.20kg/m2; p = 0.002). Multiple logistic regression analysis showed that length of hospital stay and protein intake were significantly associated with SMI increases, with odds ratios of 1.013 (95% confidence interval, 1.005-1.022) and 3.746 (95% confidence interval, 1.077-13.028), respectively. CONCLUSIONS The SMI of patients ≥ 80 years old increased significantly with rehabilitation after stroke. In addition, length of hospital stay and protein intake were independently associated with increases in SMI.
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Lim CG. Effect of Underwater Treadmill Gait Training With Water-Jet Resistance on Balance and Gait Ability in Patients With Chronic Stroke: A Randomized Controlled Pilot Trial. Front Neurol 2020; 10:1246. [PMID: 32116977 PMCID: PMC7029734 DOI: 10.3389/fneur.2019.01246] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 11/08/2019] [Indexed: 11/29/2022] Open
Abstract
Objective: The purpose of this study was to determine the effects of underwater treadmill gait training with water-jet resistance and underwater treadmill gait training with ankle weights on balance and gait abilities in chronic stroke patients. Methods: Twenty-two inpatients and outpatients with stroke-induced impairments were randomly assigned into two groups: an underwater treadmill gait training with water-jet resistance group (n = 11) and an underwater treadmill gait training with ankle weights group (n = 11). Participants received conventional physical therapy for 30 min and underwater treadmill gait training with water-jet resistance or ankle weights for 30 min. Intervention was performed 5 days a week for 4 weeks. The Balance System SD was used to assess static and dynamic balance. The GAITRite system was used to assess gait velocity, cadence, step length, stride length, and swing phase. All measurements were performed at the beginning of the study and 4 weeks after the intervention. Results: The water-jet resistance group and ankle weights group showed significant improvement in static balance (P < 0.00 vs. P = 0.01), dynamic balance (P < 0.00 vs. P = 0.57), gait velocity (P < 0.00 vs. P = 0.037), cadence (P < 0.00 vs. P = 0.001), step length (P < 0.00 vs. P = 0.003), stride length (P < 0.00 vs. P = 0.023), and swing phase (P < 0.00 vs. P < 0.00). However, the static and dynamic balance ability score (P < 0.00), gait velocity (P < 0.00), cadence (P < 0.00), step length (P < 0.00), stride length (P < 0.00), and swing phase (P = 0.023) in the group that received underwater treadmill gait training with water-jet resistance improved more than in the group that received underwater treadmill gait training with ankle weights. Conclusions: Our results demonstrated that underwater treadmill gait training with water-jet resistance is effective in improving static and dynamic balance as well as gait abilities in chronic stroke patients. Thus, training using underwater treadmill gait training with water-jet resistance may be useful in facilitating active rehabilitation in chronic stroke patients.
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Affiliation(s)
- Chae-Gil Lim
- Department of Physical Therapy, College of Health Science, Gachon University, Incheon, South Korea
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Lu K, Xu G, Li W, Huo C, Liu Q, Lv Z, Wang Y, Li Z, Fan Y. Frequency-specific functional connectivity related to the rehabilitation task of stroke patients. Med Phys 2019; 46:1545-1560. [PMID: 30675729 DOI: 10.1002/mp.13398] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 12/21/2018] [Accepted: 01/17/2019] [Indexed: 01/15/2023] Open
Abstract
PURPOSES Stroke survivors suffering from deficits in motor control typically show persistent motor symptoms and limited functional abilities, which affect their functional independence in daily life. Active rehabilitation training is commonly applied for stroke patients to recover from motor dysfunction. The global connectivity reflects the synchronization of cardiac and respiratory activities in the cerebral regions. However, the understanding of the patterns of frequency-specific global connectivity (GC) and functional connectivity (FC) when performing active rehabilitation training is still far from comprehensive. This study was conducted to investigate the brain network patterns of stroke patients while performing a four-limb linkage rehabilitation training using the functional near-infrared spectroscopy (fNIRS) method. METHODS Two groups of stroke patients (LH, left hemiplegia; RH, right hemiplegia) and one healthy group were recruited to participate in this study. The wavelet phase coherence (WPCO) method was used to calculate the frequency-specific GC and FC of the brain network in four frequency bands: I, 0.6-2 Hz; II, 0.145-0.6 Hz; III, 0.052-0.145 Hz; and IV, 0.021-0.052 Hz. RESULTS Results showed that the healthy group exhibited lower WPCO in the four frequency bands during the task state than during the resting state (P < 0.05). Interestingly, the stroke groups showed increased WPCO in the frequency band II during the task state than during the resting state (P < 0.05). Moreover, significantly lower WPCO values in the frequency bands III (P < 0.05) were found during task state in the RH and LH groups compared with the healthy group. The RH group showed increased WPCO values in the frequency band II during the task state compared with the healthy group (P < 0.05). In addition, the RH group showed increased WPCO in the frequency bands I (P < 0.05) and II (P < 0.05) than the LH group. Notably, the rehabilitation task did not induce significant changes in stroke groups in the frequency band IV, which implied the neurogenic activity. CONCLUSIONS The reductions in FC suggested that the brain impairments caused a disturbed neurovascular coupling regulation in stroke patients. Results in frequency band IV suggested that the limb movement rehabilitation task intrinsically may not produce remarkable effect on the neurogenic activity of stroke patients. Significant differences in WPCO between the LH and RH groups suggested that the rehabilitation task should be specifically designed for individual rehabilitation. The frequency-specific FC methods based on WPCO would provide a potential approach to quantitatively assess the effect of rehabilitation tasks.
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Affiliation(s)
- Kuan Lu
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, 100086, Beijing, China
| | - Gongcheng Xu
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, 100086, Beijing, China
| | - Wenhao Li
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, 100086, Beijing, China
| | - Congcong Huo
- Beijing Key Laboratory of Rehabilitation Technical Aids for Old-Age Disability, National Research Center for Rehabilitation Technical Aids Beijing, Beijing, 100176, China
| | - Qianying Liu
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, 100086, Beijing, China
| | - Zeping Lv
- Rehabilitation Hospital, National Research Center for Rehabilitation Technical Aids, Beijing, 100176, China
| | - Yonghui Wang
- Qilu Hospital, ShanDong University, Jinan, 250061, China
| | - Zengyong Li
- Beijing Key Laboratory of Rehabilitation Technical Aids for Old-Age Disability, National Research Center for Rehabilitation Technical Aids Beijing, Beijing, 100176, China.,Key Laboratory of Rehabilitation Aids Technology and System of the Ministry of Civil Affairs, Beijing, 100176, China
| | - Yubo Fan
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, 100086, Beijing, China.,Beijing Key Laboratory of Rehabilitation Technical Aids for Old-Age Disability, National Research Center for Rehabilitation Technical Aids Beijing, Beijing, 100176, China.,Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100083, China
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Sullivan JL, Bhagat NA, Yozbatiran N, Paranjape R, Losey CG, Grossman RG, Contreras-Vidal JL, Francisco GE, O'Malley MK. Improving robotic stroke rehabilitation by incorporating neural intent detection: Preliminary results from a clinical trial. IEEE Int Conf Rehabil Robot 2018; 2017:122-127. [PMID: 28813805 DOI: 10.1109/icorr.2017.8009233] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This paper presents the preliminary findings of a multi-year clinical study evaluating the effectiveness of adding a brain-machine interface (BMI) to the MAHI-Exo II, a robotic upper limb exoskeleton, for elbow flexion/extension rehabilitation in chronic stroke survivors. The BMI was used to trigger robot motion when movement intention was detected from subjects' neural signals, thus requiring that subjects be mentally engaged during robotic therapy. The first six subjects to complete the program have shown improvements in both Fugl-Meyer Upper-Extremity scores as well as in kinematic movement quality measures that relate to movement planning, coordination, and control. These results are encouraging and suggest that increasing subject engagement during therapy through the addition of an intent-detecting BMI enhances the effectiveness of standard robotic rehabilitation.
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Zhang X, Elnady AM, Randhawa BK, Boyd LA, Menon C. Combining Mental Training and Physical Training With Goal-Oriented Protocols in Stroke Rehabilitation: A Feasibility Case Study. Front Hum Neurosci 2018; 12:125. [PMID: 29666575 PMCID: PMC5891644 DOI: 10.3389/fnhum.2018.00125] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 03/16/2018] [Indexed: 12/13/2022] Open
Abstract
Stroke is one of the leading causes of permanent disability in adults. The literature suggests that rehabilitation is key to early motor recovery. However, conventional therapy is labor and cost intensive. Robotic and functional electrical stimulation (FES) devices can provide a high dose of repetitions and as such may provide an alternative, or an adjunct, to conventional rehabilitation therapy. Brain-computer interfaces (BCI) could augment neuroplasticity by introducing mental training. However, mental training alone is not enough; but combining mental with physical training could boost outcomes. In the current case study, a portable rehabilitative platform and goal-oriented supporting training protocols were introduced and tested with a chronic stroke participant. A novel training method was introduced with the proposed rehabilitative platform. A 37-year old individual with chronic stroke participated in 6-weeks of training (18 sessions in total, 3 sessions a week, and 1 h per session). In this case study, we show that an individual with chronic stroke can tolerate a 6-week training bout with our system and protocol. The participant was actively engaged throughout the training. Changes in the Wolf Motor Function Test (WMFT) suggest that the training positively affected arm motor function (12% improvement in WMFT score).
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Affiliation(s)
- Xin Zhang
- MENRVA Research Group, Simon Fraser University, Vancouver, BC, Canada
| | - Ahmed M Elnady
- MENRVA Research Group, Simon Fraser University, Vancouver, BC, Canada
| | | | - Lara A Boyd
- Brain Behaviour Lab, University of British Columbia, Vancouver, BC, Canada
| | - Carlo Menon
- MENRVA Research Group, Simon Fraser University, Vancouver, BC, Canada
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Chang WH, Park E, Lee J, Lee A, Kim YH. Association Between Brain-Derived Neurotrophic Factor Genotype and Upper Extremity Motor Outcome After Stroke. Stroke 2017; 48:1457-1462. [DOI: 10.1161/strokeaha.116.015264] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 03/24/2017] [Accepted: 04/10/2017] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
The identification of intrinsic factors for predicting upper extremity motor outcome could aid the design of individualized treatment plans in stroke rehabilitation. The aim of this study was to identify prognostic factors, including intrinsic genetic factors, for upper extremity motor outcome in patients with subacute stroke.
Methods—
A total of 97 patients with subacute stroke were enrolled. Upper limb motor impairment was scored according to the upper limb of Fugl-Meyer assessment score at 3 months after stroke. The prediction of upper extremity motor outcome at 3 months was modeled using various factors that could potentially influence this impairment, including patient characteristics, baseline upper extremity motor impairment, functional and structural integrity of the corticospinal tract, and brain-derived neurotrophic factor genotype. Multivariate ordinal logistic regression models were used to identify the significance of each factor.
Results—
The independent predictors of motor outcome at 3 months were baseline upper extremity motor impairment, age, stroke type, and corticospinal tract functional integrity in all stroke patients. However, in the group with severe motor impairment at baseline (upper limb score of Fugl-Meyer assessment <25), the number of
Met
alleles in the brain-derived neurotrophic factor genotype was also an independent predictor of upper extremity motor outcome 3 months after stroke.
Conclusions—
Brain-derived neurotrophic factor genotype may be a potentially useful predictor of upper extremity motor outcome in patients with subacute stroke with severe baseline motor involvement.
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Affiliation(s)
- Won Hyuk Chang
- From the Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea (W.H.C., E.P., J.L., A.L., Y.-H.K.); and Department of Health Science and Technology (Y.-H.K.) and Department of Medical Device Management and Research (Y.-H.K.), Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
| | - Eunhee Park
- From the Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea (W.H.C., E.P., J.L., A.L., Y.-H.K.); and Department of Health Science and Technology (Y.-H.K.) and Department of Medical Device Management and Research (Y.-H.K.), Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
| | - Jungsoo Lee
- From the Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea (W.H.C., E.P., J.L., A.L., Y.-H.K.); and Department of Health Science and Technology (Y.-H.K.) and Department of Medical Device Management and Research (Y.-H.K.), Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
| | - Ahee Lee
- From the Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea (W.H.C., E.P., J.L., A.L., Y.-H.K.); and Department of Health Science and Technology (Y.-H.K.) and Department of Medical Device Management and Research (Y.-H.K.), Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
| | - Yun-Hee Kim
- From the Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea (W.H.C., E.P., J.L., A.L., Y.-H.K.); and Department of Health Science and Technology (Y.-H.K.) and Department of Medical Device Management and Research (Y.-H.K.), Samsung Advanced Institute of Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
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Kim B, Deshpande AD. An upper-body rehabilitation exoskeleton Harmony with an anatomical shoulder mechanism: Design, modeling, control, and performance evaluation. Int J Rob Res 2017. [DOI: 10.1177/0278364917706743] [Citation(s) in RCA: 125] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
We present an upper-body exoskeleton for rehabilitation, called Harmony, that provides natural coordinated motions on the shoulder with a wide range of motion, and force and impedance controllability. The exoskeleton consists of an anatomical shoulder mechanism with five active degrees of freedom, and one degree of freedom elbow and wrist mechanisms powered by series elastic actuators. The dynamic model of the exoskeleton is formulated using a recursive Newton–Euler algorithm with spatial dynamics representation. A baseline control algorithm is developed to achieve dynamic transparency and scapulohumeral rhythm assistance, and the coupled stability of the robot–human system at the baseline control is investigated. Experiments were conducted to evaluate the kinematic and dynamic characteristics of the exoskeleton. The results show that the exoskeleton exhibits good kinematic compatibility to the human body with a wide range of motion and performs task-space force and impedance control behaviors reliably.
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Chang WH, Uhm KE, Shin YI, Pascual-Leone A, Kim YH. Factors influencing the response to high-frequency repetitive transcranial magnetic stimulation in patients with subacute stroke. Restor Neurol Neurosci 2016; 34:747-55. [PMID: 27372515 DOI: 10.3233/rnn-150634] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND AND PURPOSE High-frequency repetitive transcranial magnetic stimulation (rTMS) aids motor recovery in patients with subacute stroke. However, the response to high-frequency rTMS is highly variable between patients. The aim of this study was to identify the factors associated with improved motor function in response to high-frequency rTMS in subacute stroke patients with moderate to severe upper extremity motor involvement. METHODS Sixty-two patients with subacute stroke were enrolled. rTMS was applied over the primary motor cortex of the affected hemisphere at 10 Hz with 1,000 pulses/day for 10 days. Upper limb motor function was scored with the upper limb of Fugl-Meyer Assessment (FMA-UL) score before intervention and immediately after intervention. All FMA-UL changes greater than or equal to 5 points were considered clinically significant. Potential influencing factors considered included patient characteristics, motor function, corticospinal tract (CST) integrity assessments, and genetics. Multivariate logistic regression analysis was used to identify the significance of each of these factors. RESULTS We found that the two factors with the greatest impact on the improvement in FMA-UL score were: 1) the functional integrity of the CST, and 2) the brain-derived neurotrophic factor (BDNF) genotype (p < 0.05). Age tended to influence clinically significant changes in the FMA-UL score, although this effect was not significant. CONCLUSION Our findings suggest that high-frequency rTMS interventions aimed at improving upper extremity motor function in patients with subacute stroke with moderate to severe motor involvement should be individually tailored according to functional CST status and BDNF genotype.
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Affiliation(s)
- Won Hyuk Chang
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyeong Eun Uhm
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yong-Il Shin
- Department of Rehabilitation Medicine, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Pusan, Korea
| | - Alvaro Pascual-Leone
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
| | - Yun-Hee Kim
- Department of Physical and Rehabilitation Medicine, Center for Prevention and Rehabilitation, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Health Science and Technology, Department of Medical Device Management & Research, SAIHST, Sungkyunkwan University, Seoul, Korea
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12
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Kuptniratsaikul V, Wattanapan P, Wathanadilokul U, Sukonthamarn K, Lukkanapichonchut P, Ingkasuthi K, Massakulpan P, Klaphajone J, Suethanapornkul S, Tunwattanapong P, Laksanakorn W, Thamronglaohaphan P, Leelasamran W, Wangno W. The Effectiveness and Efficiency of Inpatient Rehabilitation Services in Thailand: A Prospective Multicenter Study. Rehabil Process Outcome 2016. [DOI: 10.4137/rpo.s34816] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Objective To investigate the effectiveness and efficiency of inpatient rehabilitation. Methods A total of 2,081 patients across 14 hospitals were recruited in this prospective, multicenter cohort study. Data on the diagnoses, types of admission, length of stay (LOS), and functional ability score based on a modified Barthel index (BI) at admission (BIa) and at discharge (BId) were collected. Effectiveness was defined as the difference of BI (ΔBI) and efficiency as ΔBI divided by LOS. Results The majority of patients were diagnosed with spinal cord injury and stroke (41.8% and 37.5%, respectively). The mean age was 52.4 ± 18.6 years with a mean LOS of 23.9 ± 19.9 days, BIa of 9.4 ± 6.1, and BId of 12.3 ± 5.7. The overall effectiveness and efficiency were 2.9 ± 3.4 and 0.16 ± 0.30 scores/day, respectively; stroke rehabilitation provided the most effective and efficient BI improvement compared with rehabilitation for other diseases. Most patients (54.5%) received intensive functional rehabilitation, which was the most effective and efficient program (4.4 ± 3.6 and 0.23 ± 0.32 scores/day, respectively); the efficiency of the intensive program was not different among various diseases (P = 0.726). Conclusion Stroke rehabilitation had the highest efficiency compared with rehabilitation for other neurological diseases. The most efficient type of admission was intensive rehabilitation, regardless of the disease being treated.
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Affiliation(s)
- Vilai Kuptniratsaikul
- Department of Rehabilitation Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Pattra Wattanapan
- Department of Rehabilitation Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Ubonwon Wathanadilokul
- Department of Medical Services, Ministry of Public Health, Sirindhorn National Medical Rehabilitation Centre (SNMRC), Nonthaburi, Thailand
| | - Kwanyupa Sukonthamarn
- Thai Red Cross Rehabilitation Center, The Thai Red Cross Society, Sumut Prakan, Thailand
| | - Pranee Lukkanapichonchut
- Department of Rehabilitation Medicine, Ratchaburi Hospital, Ministry of Public Health, Ratchaburi, Thailand
| | - Kanlaya Ingkasuthi
- Department of Rehabilitation Medicine, Maharat Nakhon Ratchasima Hospital, Ministry of Public Health, Nakhon Ratchasima, Thailand
| | - Pornpimon Massakulpan
- Department of Rehabilitation Medicine, Prasat Neurological Institute, Ministry of Public Health, Bangkok, Thailand
| | - Jakkrit Klaphajone
- Department of Rehabilitation Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Sumalee Suethanapornkul
- Department of Rehabilitation Medicine Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Punjama Tunwattanapong
- Department of Rehabilitation Medicine, Sunpasitthiprasong Hospital, Ministry of Public Health, Ubonratchatanee, Thailand
| | | | - Pitagorn Thamronglaohaphan
- Department of Rehabilitation Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Wipawan Leelasamran
- Department of Orthopedics and Physical Medicine, Faculty of Medicine, Prince of Songkla University, Songkla, Thailand
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Protocol variations and six-minute walk test performance in stroke survivors: a systematic review with meta-analysis. Stroke Res Treat 2015; 2015:484813. [PMID: 25685596 PMCID: PMC4320847 DOI: 10.1155/2015/484813] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 12/18/2014] [Accepted: 12/18/2014] [Indexed: 11/17/2022] Open
Abstract
Objective. To investigate the use of the six-minute walk test (6MWT) for stroke survivors, including adherence to 6MWT protocol guidelines and distances achieved. Methods. A systematic search was conducted from inception to March 2014. Included studies reported a baseline (intervention studies) or first instance (observational studies) measure for the 6MWT performed by stroke survivors regardless of time after stroke. Results. Of 127 studies (participants n = 6,012) that met the inclusion criteria, 64 were also suitable for meta-analysis. Only 25 studies made reference to the American Thoracic Society (ATS) standards for the 6MWT, and 28 reported using the protocol standard 30 m walkway. Thirty-nine studies modified the protocol walkway, while 60 studies did not specify the walkway used. On average, stroke survivors walked 284 ± 107 m during the 6MWT, which is substantially less than healthy age-matched individuals. The meta-analysis identified that changes to the ATS protocol walkway are associated with reductions in walking distances achieved. Conclusion. The 6MWT is now widely used in stroke studies. The distances achieved by stroke patients indicate substantially compromised walking ability. Variations to the standard 30 m walkway for the 6MWT are common and caution should be used when comparing the values achieved from studies using different walkway lengths.
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Current Trends in Robot-Assisted Upper-Limb Stroke Rehabilitation: Promoting Patient Engagement in Therapy. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2014; 2:184-195. [PMID: 26005600 DOI: 10.1007/s40141-014-0056-z] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Stroke is one of the leading causes of long-term disability today; therefore, many research efforts are focused on designing maximally effective and efficient treatment methods. In particular, robotic stroke rehabilitation has received significant attention for upper-limb therapy due to its ability to provide high-intensity repetitive movement therapy with less effort than would be required for traditional methods. Recent research has focused on increasing patient engagement in therapy, which has been shown to be important for inducing neural plasticity to facilitate recovery. Robotic therapy devices enable unique methods for promoting patient engagement by providing assistance only as needed and by detecting patient movement intent to drive to the device. Use of these methods has demonstrated improvements in functional outcomes, but careful comparisons between methods remain to be done. Future work should include controlled clinical trials and comparisons of effectiveness of different methods for patients with different abilities and needs in order to inform future development of patient-specific therapeutic protocols.
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Blank A, O'Malley MK, Francisco GE, Contreras-Vidal JL. A Pre-Clinical Framework for Neural Control of a Therapeutic Upper-Limb Exoskeleton. INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING : [PROCEEDINGS]. INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2013:1159-1162. [PMID: 24887296 DOI: 10.1109/ner.2013.6696144] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In this paper, we summarize a novel approach to robotic rehabilitation that capitalizes on the benefits of patient intent and real-time assessment of impairment. Specifically, an upper-limb, physical human-robot interface (the MAHI EXO-II robotic exoskeleton) is augmented with a non-invasive brain-machine interface (BMI) to include the patient in the control loop, thereby making the therapy 'active' and engaging patients across a broad spectrum of impairment severity in the rehabilitation tasks. Robotic measures of motor impairment are derived from real-time sensor data from the MAHI EXO-II and the BMI. These measures can be validated through correlation with widely used clinical measures and used to drive patient-specific therapy sessions adapted to the capabilities of the individual, with the MAHI EXO-II providing assistance or challenging the participant as appropriate to maximize rehabilitation outcomes. This approach to robotic rehabilitation takes a step towards the seamless integration of BMIs and intelligent exoskeletons to create systems that can monitor and interface with brain activity and movement. Such systems will enable more focused study of various issues in development of devices and rehabilitation strategies, including interpretation of measurement data from a variety of sources, exploration of hypotheses regarding large scale brain function during robotic rehabilitation, and optimization of device design and training programs for restoring upper limb function after stroke.
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Affiliation(s)
- Amy Blank
- Department of Mechanical Engineering and Materials Science, Rice University, Houston, TX, USA
| | - Marcia K O'Malley
- Department of Mechanical Engineering and Materials Science, Rice University, Houston, TX, USA
| | - Gerard E Francisco
- Department of Physical Medicine and Rehabilitation, University of Texas Health Science Center, Houston, TX 77004, USA
| | - Jose L Contreras-Vidal
- Department of Electrical and Computer Engineering, University of Houston, Houston, TX 77004, USA
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Physiotherapy in Degenerative Cerebellar Ataxias: Utilisation, Patient Satisfaction, and Professional Expertise. THE CEREBELLUM 2013; 12:841-7. [DOI: 10.1007/s12311-013-0495-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Participants' perspectives on the feasibility of a novel, intensive, task-specific intervention for individuals with chronic stroke: a qualitative analysis. Phys Ther 2013; 93:147-57. [PMID: 23125280 DOI: 10.2522/ptj.20110147] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Evidence-based practice promotes patient-centered care, yet the majority of rehabilitative research fails to take patient perspectives into consideration. Qualitative research provides a unique opportunity for patients to express opinions and provide valuable insight on intervention processes. OBJECTIVE The purpose of this study was to assess the feasibility of a novel, intensive, task-specific intervention from the patient's perspective. DESIGN A phenomenological approach to qualitative inquiry was used. METHODS Eight individuals with chronic stroke participated in an intensive intervention, 3 hours per day for 10 consecutive days. Participants were interviewed twice regarding their impressions of the therapy, and a focus group was conducted with participants and family members. Data analysis included an analytical thematic approach. RESULTS Five major themes arose related to the feasibility of the intervention: (1) a manageable amount of fatigue; (2) a difficult, yet doable, level of intensity; (3) a disappointingly short therapy duration; (4) enjoyment of the intervention; and (5) muscle soreness. CONCLUSIONS The findings suggest that participants perceived this novel and intensive, task-specific intervention as a feasible therapeutic option for individuals with chronic stroke. Despite the fatigue and muscle soreness associated with intensive rehabilitation, participants frequently reported enjoying the therapy and stated disappointment with the short duration (10 days). Future research should include a feasibility trial of longer duration, as well as a qualitative analysis of the benefits associated with the intervention.
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Nombela C, Pedreño-Molina JL, Ros-Bernal F, Molina-Vilaplana J, Fdez-Villalba E, López-Coronado J, Herrero MT. Dopamine modulation affects the performance of parkinsonian patients in a precision motor task measured by an antropomorphic device. Hum Mov Sci 2012; 31:730-42. [DOI: 10.1016/j.humov.2011.07.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Accepted: 07/21/2011] [Indexed: 10/28/2022]
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Albert SJ, Kesselring J. Neurorehabilitation of stroke. J Neurol 2011; 259:817-32. [PMID: 21964750 DOI: 10.1007/s00415-011-6247-y] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Revised: 09/04/2011] [Accepted: 09/08/2011] [Indexed: 10/17/2022]
Abstract
Despite ongoing improvements in the acute treatment of cerebrovascular diseases and organization of stroke services, many stroke survivors are in need of neurorehabilitation, as more than two-thirds show persisting neurologic deficits. While early elements of neurorehabilitation are already taking place on the stroke unit, after the acute treatment, the patient with relevant neurologic deficits usually takes part in an organized inpatient multidisciplinary rehabilitation program and eventually continues with therapies in an ambulatory setting afterwards. A specialized multidisciplinary neurorehabilitation team with structured organization and processes provides a multimodal, intense treatment program for stroke patients which is adapted in detail to the individual goals of rehabilitation. There are many parallels between postlesional neuroplasticity (relearning) and learning in the development of individuals as well as task learning of healthy persons. One key principle of neurorehabilitation is the repetitive creation of specific learning situations to promote mechanisms of neural plasticity in stroke recovery. There is evidence of achieving a better outcome of neurorehabilitation with early initiation of treatment, high intensity, with specific goals and active therapies, and the coordinated work and multimodality of a specialized team. In this context, interdisciplinary goal-setting and regular assessments of the patient are important. Furthermore, several further potential enhancers of neural plasticity, e.g., peripheral and brain stimulation techniques, pharmacological augmentation, and use of robotics, are under evaluation.
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Affiliation(s)
- Sylvan J Albert
- Department of Neurology and Neurorehabilitation, Rehabilitation Center, 7317, Valens, Switzerland.
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Shin WS, Lee SW, Lee YW, Choi SB, Song CH. Effects of Combined Exercise Training on Balance of Hemiplegic Stroke Patients. J Phys Ther Sci 2011. [DOI: 10.1589/jpts.23.639] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
| | | | - Yong Woo Lee
- Department of Physical Therapy, Sahmyook University
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Combs SA, Kelly SP, Barton R, Ivaska M, Nowak K. Effects of an intensive, task-specific rehabilitation program for individuals with chronic stroke: a case series. Disabil Rehabil 2010; 32:669-78. [PMID: 20205581 DOI: 10.3109/09638280903242716] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
PURPOSE The purpose of this case series was to determine feasibility and evaluate changes in activity and participation outcomes in persons with chronic stroke after an intensive, task-specific rehabilitation program incorporating whole-body and client-centred interventions. METHOD Participants with chronic stroke (N = 12) who were ambulatory and had at least minimal arm/hand function were recruited. The program included whole-body goal-focused activities, gait training and strengthening exercises for 4 h, 5 days per week for 2 weeks. Daily educational sessions and a home activities program were also included. Activity-based measures including the Wolf motor function test, Berg balance scale, timed up and go test and 6-min walk test and participation-based measures including the Stroke Impact Scale and Canadian Occupational Performance Measure were collected at pre-test, immediate post-test and 5-month retention. RESULTS The effect of the intervention on participation-based outcomes was much greater than on the activity-based outcomes. Minimal detectable differences in self-perceived participation were reported for most participants. CONCLUSIONS The intensive, task-specific intervention was a feasible program for these participants with stroke. Although minimal changes in activity-based outcomes were found, the participants perceived improvements in participation with personal goal-related activities that resulted in large effect sizes that were maintained for 5-months after the intervention.
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Affiliation(s)
- Stephanie A Combs
- Krannert School of Physical Therapy, University of Indianapolis, 1400 E. Hanna Avenue, Indianapolis, Indiana 46227, USA.
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