Investigation of EEG abnormalities in the early stage of Parkinson's disease

被引:112
作者
Han, Chun-Xiao [1 ,2 ]
Wang, Jiang [3 ]
Yi, Guo-Sheng [3 ]
Che, Yan-Qiu [1 ]
机构
[1] Tianjin Univ Technol & Educ, Tianjin Key Lab Informat Sensing & Intelligent Co, Tianjin 300222, Peoples R China
[2] Chinese Acad Sci, Inst Semicond, Beijing 100083, Peoples R China
[3] Tianjin Univ, Sch Elect & Automat Engn, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金;
关键词
Parkinson's disease; Electroencephalogram; AR Burg method; Wavelet packet entropy; SUBTHALAMIC NUCLEUS; WAVELET TRANSFORM; BRAIN DYNAMICS; DEMENTIA; SIGNALS; SYNCHRONIZATION; ENTROPY; TREMOR; MEG;
D O I
10.1007/s11571-013-9247-z
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The objective of the present study was to investigate brain activity abnormalities in the early stage of Parkinson's disease (PD). To achieve this goal, eyes-closed resting state electroencephalography (EEG) signals were recorded from 15 early-stage PD patients and 15 age-matched healthy controls. The AR Burg method and the wavelet packet entropy (WPE) method were used to characterize EEG signals in different frequency bands between the groups, respectively. In the case of the AR Burg method, an increase of relative powers in the delta- and theta-band, and a decrease of relative powers in the alpha- and beta-band were observed for patients compared with controls. For the WPE method, EEG signals from patients showed significant higher entropy over the global frequency domain. Furthermore, WPE in the gamma-band of patients was higher than that of controls, while WPE in the delta-, theta-, alpha- and beta-band were all lower. All of these changes in EEG dynamics may represent early signs of cortical dysfunction, which have potential use as biomarkers of PD in the early stage. Our findings may be further used for early intervention and early diagnosis of PD.
引用
收藏
页码:351 / 359
页数:9
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