Assessing residual motor function in patients with disorders of consciousness by brain network properties of task-state EEG

被引:9
作者
Zhang, Lipeng [1 ,2 ]
Zhang, Rui [1 ,2 ,3 ]
Guo, Yongkun [4 ]
Zhao, Dexiao [4 ]
Li, Shizheng [1 ,2 ]
Chen, Mingming [1 ,2 ,3 ]
Shi, Li [5 ,6 ]
Yao, Dezhong [1 ,2 ,7 ]
Gao, Jinfeng [1 ,2 ]
Wang, Xinjun [4 ]
Hu, Yuxia [1 ,2 ,3 ]
机构
[1] Zhengzhou Univ, Sch Elect Engn, Zhengzhou, Peoples R China
[2] Henan Key Lab Brain Sci & Brain Comp Interface Te, Zhengzhou, Peoples R China
[3] Zhengzhou Univ, Inst Neurosci, Zhengzhou, Peoples R China
[4] Zhengzhou Univ, Affiliated Hosp 5, Zhengzhou, Peoples R China
[5] Tsinghua Univ, Dept Automat, Beijing, Peoples R China
[6] Beijing Natl Res Ctr Informat Sci & Technol, Beijing, Peoples R China
[7] Univ Elect Sci & Technol China, Chengdu Brain Sci Inst, MOE Key Lab Neuroinformat, Clin Hosp, Chengdu, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Disorders of consciousness; Residual motor function; Readiness potential; Coma recovery scale-revised scores; Brain network; ELECTROENCEPHALOGRAPHIC RECORDINGS; VOLUME-CONDUCTION; SYNCHRONIZATION; POTENTIALS; DIAGNOSIS;
D O I
10.1007/s11571-021-09741-7
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent achievements in evaluating the residual consciousness of patients with disorders of consciousness (DOCs) have demonstrated that spontaneous or evoked electroencephalography (EEG) could be used to improve consciousness state diagnostic classification. Recent studies showed that the EEG signal of the task-state could better characterize the conscious state and cognitive ability of the brain, but it has rarely been used in consciousness assessment. A cue-guide motor task experiment was designed, and task-state EEG were collected from 18 patients with unresponsive wakefulness syndrome (UWS), 29 patients in a minimally conscious state (MCS), and 19 healthy controls. To obtain the markers of residual motor function in patients with DOC, the event-related potential (ERP), scalp topography, and time-frequency maps were analyzed. Then the coherence (COH) and debiased weighted phase lag index (dwPLI) networks in the delta, theta, alpha, beta, and gamma bands were constructed, and the correlations of network properties and JFK Coma Recovery Scale-Revised (CRS-R) motor function scores were calculated. The results showed that there was an obvious readiness potential (RP) at the Cz position during the motor preparation process in the MCS group, but no RP was observed in the UWS group. Moreover, the node degree properties of the COH network in the theta and alpha bands and the global efficiency properties of the dwPLI network in the theta band were significantly greater in the MCS group compared to the UWS group. The above network properties and CRS-R motor function scores showed a strong linear correlation. These findings demonstrated that the brain network properties of task-state EEG could be markers of residual motor function of DOC patients.
引用
收藏
页码:609 / 620
页数:12
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