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Zhang M, Zhu F, Jia F, Wu Y, Wang B, Gao L, Chu F, Tang W. Efficacy of brain-computer interfaces on upper extremity motor function rehabilitation after stroke: A systematic review and meta-analysis. NeuroRehabilitation 2024; 54:199-212. [PMID: 38143387 DOI: 10.3233/nre-230215] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2023]
Abstract
BACKGROUND The recovery of upper limb function is crucial to the daily life activities of stroke patients. Brain-computer interface technology may have potential benefits in treating upper limb dysfunction. OBJECTIVE To systematically evaluate the efficacy of brain-computer interfaces (BCI) in the rehabilitation of upper limb motor function in stroke patients. METHODS Six databases up to July 2023 were reviewed according to the PRSIMA guidelines. Randomized controlled trials of BCI-based upper limb functional rehabilitation for stroke patients were selected for meta-analysis by pooling standardized mean difference (SMD) to summarize the evidence. The Cochrane risk of bias tool was used to assess the methodological quality of the included studies. RESULTS Twenty-five studies were included. The studies showed that BCI had a small effect on the improvement of upper limb function after the intervention. In terms of total duration of training, < 12 hours of training may result in better rehabilitation, but training duration greater than 12 hours suggests a non significant therapeutic effect of BCI training. CONCLUSION This meta-analysis suggests that BCI has a slight efficacy in improving upper limb function and has favorable long-term outcomes. In terms of total duration of training, < 12 hours of training may lead to better rehabilitation.
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Affiliation(s)
- Ming Zhang
- Department of Mechatronic Engineering, China University of Mining and Technology, Jiangsu, China
- The Affiliated Xuzhou Rehabilitation Hospital of Xuzhou Medical University, Xuzhou Medical University, Jiangsu, China
| | - Feilong Zhu
- College of Physical Education and Sports, Beijing Normal University, Beijing, China
| | - Fan Jia
- The Affiliated Xuzhou Rehabilitation Hospital of Xuzhou Medical University, Xuzhou Medical University, Jiangsu, China
| | - Yu Wu
- Department of Sports and Exercise Science, Zhejiang University, Hangzhou, China
| | - Bin Wang
- Departments of Rehabilitation Medicine, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ling Gao
- The Affiliated Xuzhou Rehabilitation Hospital of Xuzhou Medical University, Xuzhou Medical University, Jiangsu, China
| | - Fengming Chu
- The Affiliated Xuzhou Rehabilitation Hospital of Xuzhou Medical University, Xuzhou Medical University, Jiangsu, China
| | - Wei Tang
- Department of Mechatronic Engineering, China University of Mining and Technology, Jiangsu, China
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Colamarino E, Lorusso M, Pichiorri F, Toppi J, Tamburella F, Serratore G, Riccio A, Tomaiuolo F, Bigioni A, Giove F, Scivoletto G, Cincotti F, Mattia D. DiSCIoser: unlocking recovery potential of arm sensorimotor functions after spinal cord injury by promoting activity-dependent brain plasticity by means of brain-computer interface technology: a randomized controlled trial to test efficacy. BMC Neurol 2023; 23:414. [PMID: 37990160 PMCID: PMC10662594 DOI: 10.1186/s12883-023-03442-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 10/19/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Traumatic cervical spinal cord injury (SCI) results in reduced sensorimotor abilities that strongly impact on the achievement of daily living activities involving hand/arm function. Among several technology-based rehabilitative approaches, Brain-Computer Interfaces (BCIs) which enable the modulation of electroencephalographic sensorimotor rhythms, are promising tools to promote the recovery of hand function after SCI. The "DiSCIoser" study proposes a BCI-supported motor imagery (MI) training to engage the sensorimotor system and thus facilitate the neuroplasticity to eventually optimize upper limb sensorimotor functional recovery in patients with SCI during the subacute phase, at the peak of brain and spinal plasticity. To this purpose, we have designed a BCI system fully compatible with a clinical setting whose efficacy in improving hand sensorimotor function outcomes in patients with traumatic cervical SCI will be assessed and compared to the hand MI training not supported by BCI. METHODS This randomized controlled trial will include 30 participants with traumatic cervical SCI in the subacute phase randomly assigned to 2 intervention groups: the BCI-assisted hand MI training and the hand MI training not supported by BCI. Both interventions are delivered (3 weekly sessions; 12 weeks) as add-on to standard rehabilitation care. A multidimensional assessment will be performed at: randomization/pre-intervention and post-intervention. Primary outcome measure is the Graded Redefined Assessment of Strength, Sensibility and Prehension (GRASSP) somatosensory sub-score. Secondary outcome measures include the motor and functional scores of the GRASSP and other clinical, neuropsychological, neurophysiological and neuroimaging measures. DISCUSSION We expect the BCI-based intervention to promote meaningful cortical sensorimotor plasticity and eventually maximize recovery of arm functions in traumatic cervical subacute SCI. This study will generate a body of knowledge that is fundamental to drive optimization of BCI application in SCI as a top-down therapeutic intervention, thus beyond the canonical use of BCI as assistive tool. TRIAL REGISTRATION Name of registry: DiSCIoser: improving arm sensorimotor functions after spinal cord injury via brain-computer interface training (DiSCIoser). TRIAL REGISTRATION NUMBER NCT05637775; registration date on the ClinicalTrial.gov platform: 05-12-2022.
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Affiliation(s)
- Emma Colamarino
- Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, Via Ariosto, 25, 00185, Rome, Italy.
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy.
| | - Matteo Lorusso
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
| | | | - Jlenia Toppi
- Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, Via Ariosto, 25, 00185, Rome, Italy
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
| | | | - Giada Serratore
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
| | - Angela Riccio
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
| | - Francesco Tomaiuolo
- Department of Clinical and Experimental Medicine, University of Messina, Piazza Pugliatti, 1, 98122, Messina, Italy
| | | | - Federico Giove
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
- Museo Storico Della Fisica E Centro Studi E Ricerche Enrico Fermi, Via Panisperna, 89a, 00184, Rome, Italy
| | | | - Febo Cincotti
- Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, Via Ariosto, 25, 00185, Rome, Italy
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
| | - Donatella Mattia
- IRCCS Fondazione Santa Lucia, Via Ardeatina, 306, 00179, Rome, Italy
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Xiong F, Liao X, Xiao J, Bai X, Huang J, Zhang B, Li F, Li P. Emerging Limb Rehabilitation Therapy After Post-stroke Motor Recovery. Front Aging Neurosci 2022; 14:863379. [PMID: 35401147 PMCID: PMC8984121 DOI: 10.3389/fnagi.2022.863379] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 02/24/2022] [Indexed: 11/13/2022] Open
Abstract
Stroke, including hemorrhagic and ischemic stroke, refers to the blood supply disorder in the local brain tissue for various reasons (aneurysm, occlusion, etc.). It leads to regional brain circulation imbalance, neurological complications, limb motor dysfunction, aphasia, and depression. As the second-leading cause of death worldwide, stroke poses a significant threat to human life characterized by high mortality, disability, and recurrence. Therefore, the clinician has to care about the symptoms of stroke patients in the acute stage and formulate an effective postoperative rehabilitation plan to facilitate the recovery in patients. We summarize a novel application and update of the rehabilitation therapy in limb motor rehabilitation of stroke patients to provide a potential future stroke rehabilitation strategy.
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Affiliation(s)
- Fei Xiong
- Department of Operation Room, The First People’s Hospital of Jiande, Hangzhou, China
| | - Xin Liao
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Jie Xiao
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Xin Bai
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Jiaqi Huang
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Bi Zhang
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Fang Li
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
| | - Pengfei Li
- Department of Orthopedics, The First People’s Hospital of Jiande, Hangzhou, China
- *Correspondence: Pengfei Li,
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