Abnormal EEG complexity in patients with schizophrenia and depression

被引:152
作者
Li, Yingjie [1 ]
Tong, Shanbao [2 ]
Liu, Dan [1 ]
Gai, Yi [1 ]
Wang, Xiuyuan [1 ]
Wang, Jijun [3 ]
Qiu, Yihong [2 ]
Zhu, Yisheng [2 ]
机构
[1] Shanghai Univ, Sch Commun & Informat Engn, Shanghai 200072, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Biomed Engn, Shanghai 200240, Peoples R China
[3] Shanghai Mental Hlth Ctr, Lab Neuroelectrophysiol, Shanghai 200030, Peoples R China
关键词
complexity measure; EEG; mental activity; schizophrenia; depression;
D O I
10.1016/j.clinph.2008.01.104
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: Schizophrenics are usually unable to perform well on cognitive tasks due to disturbances in cortical information processing that are observable as abnormalities in electroencephalogram (EEG) signals. However, whether such cortical disturbances can be assessed by quantitative EEG analysis remains unclear. The purpose of this study was to characterize EEG disturbances, using the Lempel-Ziv complexity (LZC), in the subjects with schizophrenia at rest or while performing mental arithmetic tasks. The results were compared to those from the subjects with depression and with healthy controls. Methods: The subjects included 62 schizophrenia patients, 48 depression patients and 26 age-matched healthy controls. EEG was recorded under two conditions: (i) resting with eyes closed, and (ii) a mentally active condition wherein the subjects were asked to subtract 7 from 100 iteratively with their eyes closed. EEG signals were analyzed by LZC and conventional spectral methods. Results: In all the groups, LZC of EEG decreased during the mental arithmetic compared with those under the resting conditions. Both the schizophrenia and the depression groups had a higher LZC (p < 0.05) than the controls. Also, the schizophrenia group had a lower LZC (p < 0.05) than the depression group during the mental arithmetic task as well as during the resting state. Significant differences in LZC, at some symmetrically located loci (FP1/FP2, F7/F8), between the two hemispheres were found in all the patient groups only during the arithmetic task. Conclusions: Compared with conventional spectral analysis, LZC was more sensitive to both the power spectrum and the temporal amplitude distribution. LZC was associated with the ability to attend to the task and adapt the information processing system to the cognitive challenge. Thus, it would be useful in studying the disturbances in the cortical information processing patients with depression or schizophrenia. Significance: LZC of EEG is associated with mental activity. Thus, LZC analysis can be an important tool in understanding the pathophysiology of schizophrenia and depression in future studies. (c) 2008 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:1232 / 1241
页数:10
相关论文
共 52 条
[1]   Analysis of EEG background activity in Alzheimer's disease patients with Lempel-Ziv complexity and central tendency measure [J].
Abásolo, D ;
Hornero, R ;
Gómez, C ;
García, M ;
López, M .
MEDICAL ENGINEERING & PHYSICS, 2006, 28 (04) :315-322
[2]   The stability of resting frontal electroencephalographic asymmetry in depression [J].
Allen, JJB ;
Urry, HL ;
Hitt, SK ;
Coan, JA .
PSYCHOPHYSIOLOGY, 2004, 41 (02) :269-280
[3]   Improved spatial characterization of the epileptic brain by focusing on nonlinearity [J].
Andrzejak, RG ;
Mormann, F ;
Widman, G ;
Kreuz, T ;
Elger, CE ;
Lehnertz, K .
EPILEPSY RESEARCH, 2006, 69 (01) :30-44
[4]   Changes in QEEG prefrontal cordance as a predictor of response to antidepressants in patients with treatment resistant depressive disorder:: A pilot study [J].
Bares, Martin ;
Brunovsky, Martin ;
Kopecek, Miloslav ;
Stopkova, Pavla ;
Novak, Tomas ;
Kozeny, Jiri ;
Hoschl, Cyril .
JOURNAL OF PSYCHIATRIC RESEARCH, 2007, 41 (3-4) :319-325
[5]  
Bhattacharya J, 2000, ACTA NEUROBIOL EXP, V60, P495, DOI 10.55782/ane-2000-1369
[6]   Regional brain asymmetries in major depression with or without an anxiety disorder: A quantitative electroencephalographic study [J].
Bruder, GE ;
Fong, R ;
Tenke, CE ;
Leite, P ;
Towey, JP ;
Stewart, JE ;
McGrath, PJ ;
Quitkin, FM .
BIOLOGICAL PSYCHIATRY, 1997, 41 (09) :939-948
[7]  
[陈兴时 Chen Xingshi], 2006, [上海交通大学学报. 医学版, Journal of Shanghai Jiaotong University. Medical Science], V26, P169
[8]   PHYSICAL ASPECTS OF THE EEG IN SCHIZOPHRENICS [J].
ELBERT, T ;
LUTZENBERGER, W ;
ROCKSTROH, B ;
BERG, P ;
COHEN, R .
BIOLOGICAL PSYCHIATRY, 1992, 32 (07) :595-606
[9]  
Elvevåg B, 2000, CRIT REV NEUROBIOL, V14, P1
[10]   Comparison of entropy and complexity measures for the assessment of depth of sedation [J].
Ferenets, Rain ;
Lipping, Tarmo ;
Anier, Andres ;
Jantti, Ville ;
Melto, Sari ;
Hovilehto, Seppo .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (06) :1067-1077