Partial seizures are associated with early increases in signal complexity

被引:13
作者
Jouny, Christophe C. [1 ]
Bergey, Gregory K. [1 ]
Franaszczuk, Piotr J. [1 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Neurol, Epilepsy Res Lab, Baltimore, MD 21287 USA
关键词
Epilepsy; Seizures; Complexity; Signal processing; EEG; Matching pursuit; LOW-DIMENSIONAL CHAOS; EPILEPTIC SEIZURES; INTRACRANIAL EEG; TEMPORAL-LOBE; APPROXIMATE ENTROPY; DYNAMICS; ONSET; PATTERNS; ELECTROENCEPHALOGRAM; PREDICTION;
D O I
10.1016/j.clinph.2009.09.018
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objectives: Partial seizures are often believed to be associated with EEG signals of low complexity because seizures are associated with increased neural network synchrony. The investigations reported here provide an assessment of the signal complexity of epileptic seizure onsets using newly developed quantitative measures. Methods: Using the Gabor atom density (GAD) measure of signal complexity, 339 partial seizures in 45 patients with intracranial electrode arrays were analyzed. Segmentation procedures were applied to determine the timing and amplitude of GAD changes relative to the electrographic onset of the seizure. Results: Three hundred and thirty out of 339 seizures have significant complexity level changes, with 319 (97%) having an increase in complexity. GAD increases occur within seconds of the onset of the partial seizure but are not observed in channels remote from the focus. The complexity increase is similar for seizures from mesial temporal origin, neocortical temporal and extra-temporal origin. Conclusions: Partial onset seizures are associated with early increases in signal complexity as measured by GAD. This increase is independent of the location of the seizure focus. Significance: Despite the often predominant rhythmic activity that characterizes onset and early evolution of epileptic seizures, partial seizure onset is associated with an early increase in complexity. These changes are common to partial seizures originating from different brain regions, indicating a similar seizure dynamic. (C) 2009 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:7 / 13
页数:7
相关论文
共 41 条
[1]   Duration of complex partial seizures: An intracranial EEG study [J].
Afra, Pegah ;
Jouny, Christophe C. ;
Bergey, Gregory K. .
EPILEPSIA, 2008, 49 (04) :677-684
[2]   POWER SPECTRUM AND INTRACRANIAL EEG PATTERNS AT SEIZURE ONSET IN PARTIAL EPILEPSY [J].
ALARCON, G ;
BINNIE, CD ;
ELWES, RDC ;
POLKEY, CE .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1995, 94 (05) :326-337
[3]  
[Anonymous], 1998, DETECTION THEORY
[4]  
[Anonymous], 1948, BELL SYST TECH J
[5]   EVIDENCE OF CHAOTIC DYNAMICS OF BRAIN ACTIVITY DURING THE SLEEP CYCLE [J].
BABLOYANTZ, A ;
SALAZAR, JM ;
NICOLIS, C .
PHYSICS LETTERS A, 1985, 111 (03) :152-156
[6]   LOW-DIMENSIONAL CHAOS IN AN INSTANCE OF EPILEPSY [J].
BABLOYANTZ, A ;
DESTEXHE, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1986, 83 (10) :3513-3517
[7]   Epileptic seizures are characterized by changing signal complexity [J].
Bergey, GK ;
Franaszczuk, PJ .
CLINICAL NEUROPHYSIOLOGY, 2001, 112 (02) :241-249
[8]  
BLUME WT, 1984, ELECTROEN CLIN NEURO, V57, P295, DOI 10.1016/0013-4694(84)90151-2
[9]   Automated seizure onset detection for accurate onset time determination in intracranial EEG [J].
Chan, Alexander M. ;
Sun, Felice T. ;
Boto, Erern H. ;
Wingeier, Brett M. .
CLINICAL NEUROPHYSIOLOGY, 2008, 119 (12) :2687-2696
[10]   Localization of temporal lobe foci by ictal EEG patterns [J].
Ebersole, JS ;
Pacia, SV .
EPILEPSIA, 1996, 37 (04) :386-399