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.
机构:
Int Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
Kahramanmaras Sutcu Imam Univ, Dept Elect & Elect Engn, TR-46500 Kahramanmaras, TurkeyInt Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
Subasi, Abdulhamit
Tuncel, Deniz
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Kahramanmaras Sutcu Imam Univ, Fac Med, Dept Neurol, TR-46500 Kahramanmaras, TurkeyInt Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
机构:
Department of Electrical Engineering, Dicle University, DiyarbakirDepartment of Electrical Engineering, Dicle University, Diyarbakir
Akin M.
Kiymik M.K.
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Department of Electric and Electronic Engineering, Kahramanmaraş S. University
S. UniversityDepartment of Electrical Engineering, Dicle University, Diyarbakir
机构:
Int Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
Kahramanmaras Sutcu Imam Univ, Dept Elect & Elect Engn, TR-46500 Kahramanmaras, TurkeyInt Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
Subasi, Abdulhamit
Tuncel, Deniz
论文数: 0引用数: 0
h-index: 0
机构:
Kahramanmaras Sutcu Imam Univ, Fac Med, Dept Neurol, TR-46500 Kahramanmaras, TurkeyInt Burch Univ, Dept Comp Engn, Sarajevo 71000, Bosnia & Herceg
机构:
Department of Electrical Engineering, Dicle University, DiyarbakirDepartment of Electrical Engineering, Dicle University, Diyarbakir
Akin M.
Kiymik M.K.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electric and Electronic Engineering, Kahramanmaraş S. University
S. UniversityDepartment of Electrical Engineering, Dicle University, Diyarbakir