Neurophysiological substrates of stroke patients with motor imagery-based brain-computer interface training

被引:95
作者
Li, Mingfen [1 ,2 ]
Liu, Ye [3 ]
Wu, Yi [1 ,4 ]
Liu, Sirao [5 ]
Jia, Jie [1 ,4 ]
Zhang, Liqing [3 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Rehabil, Shanghai 200040, Peoples R China
[2] Fujian Univ Tradit Chinese Med, Fuzhou, Peoples R China
[3] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, MOE Microsoft Key Lab Intelligent Comp & Intellig, Shanghai 200240, Peoples R China
[4] Fudan Univ, State Key Lab Med Neurobiol, Shanghai 200032, Peoples R China
[5] Taizhou Municipal Hosp, Taizhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
brain computer interface (BCI); motor imagery (MI); stroke; event-related desynchronization (ERD); reorganization; electroencephalogram (EEG); EVENT-RELATED DESYNCHRONIZATION; INDEPENDENT COMPONENT ANALYSIS; SENSORIMOTOR EEG RHYTHMS; SINGLE-TRIAL EEG; SUBCORTICAL STROKE; RECOVERY; REHABILITATION; MOVEMENT; REPRESENTATIONS; REORGANIZATION;
D O I
10.3109/00207454.2013.850082
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We investigated the efficacy of motor imagery-based Brain Computer Interface (MI-based BCI) training for eight stroke patients with severe upper extremity paralysis using longitudinal clinical assessments. The results were compared with those of a control group (n = 7) that only received FES (Functional Electrical Stimulation) treatment besides conventional therapies. During rehabilitation training, changes in the motor function of the upper extremity and in the neurophysiologic electroencephalographic (EEG) were observed for two groups. After 8 weeks of training, a significant improvement in the motor function of the upper extremity for the BCI group was confirmed (p < 0.05 for ARAT), simultaneously with the activation of bilateral cerebral hemispheres. Additionally, event-related desynchronization (ERD) of the affected sensorimotor cortexes (SMCs) was significantly enhanced when compared to the pretraining course, which was only observed in the BCI group (p < 0.05). Furthermore, the activation of affected SMC and parietal lobe were determined to contribute to motor function recovery (p < 0.05). In brief, our findings demonstrate that MI-based BCI training can enhance the motor function of the upper extremity for stroke patients by inducing the optimal cerebral motor functional reorganization.
引用
收藏
页码:403 / 415
页数:13
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