Low entropy of interictal gamma oscillations is a biomarker of the seizure onset zone in focal cortical dysplasia type II

被引:14
作者
Sato, Yosuke [1 ,2 ]
Ochi, Ayako [2 ]
Mizutani, Tohru [1 ]
Otsubo, Hiroshi [2 ]
机构
[1] Showa Univ, Dept Neurosurg, Sch Med, Tokyo, Japan
[2] Hosp Sick Children, Div Neurol, Toronto, ON M5G 1X3, Canada
基金
日本学术振兴会;
关键词
Focal cortical dysplasia; Gamma oscillations; Multiscale entropy; Seizure onset zone; Epileptogenic lesion; HIGH-FREQUENCY OSCILLATIONS; EPILEPTIC SEIZURES; SYNCHRONIZATION; TRANSITION;
D O I
10.1016/j.yebeh.2019.01.030
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Objective: Dynamic changes in the regularity of interictal gamma oscillations (GOs, 30-70 Hz) on intracranial electroencephalography (EEG) reflect focal ictogenesis with epileptogenic neuronal synchronization in focal cortical dysplasia (FCD). We investigated whether the regularity of interictal GOs is a biomarker of the seizure onset zone (SOZ) using multistate entropy analysis. Methods: We quantified the regularity of interictal GOs using intracranial EEG data from 1164 electrodes in 13 patients with FCD who were seizure-free postoperatively. The regularity of interictal GOs was quantified as entropy values. Low entropy represents high regularity. We standardized entropy values using Z values for each SOZ, resection area (RA), and the region outside the RA. The cutoff Z values, sensitivity, and specificity for detecting each area were calculated using area under the receiver operating characteristics curves (AUCs). Results: Low Z values represent higher regularity of GOs. The cutoff Z value of <=-2.09 for the SOZ had a sensitivity of 100% and specificity of 97.1% (AUC = 0.992 0.002). The cutoff Z value of <=- 0.12 for the RA had a sensitivity of 54.2% and specificity of 73.8% (AUC = 0.673 +/- 0.019). The cutoff Z value of >=-0.11 for the region outside the RA had a sensitivity of 73.8% and specificity of 54.2% (AUC = 0.673 +/- 0.019). Conclusions: Low entropy of interictal GOs was a reliable biomarker for the SOZ. Maintained high entropy of interictal GOs may be an auxiliary biomarker for nonepileptogenic regions. Significance: Low entropy of interictal GOs may be a biomarker for the SOZ in FCD type II. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页码:155 / 159
页数:5
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