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癫痫发作起始时的癫痫活动的脑电图源成像。

EEG source imaging of epileptic activity at seizure onset.

机构信息

Philips Neuro, Eugene, OR, USA; NeuroInformatics Center, University of Oregon, Eugene, OR, USA.

NeuroInformatics Center, University of Oregon, Eugene, OR, USA; Department of Psychology, University of Oregon, Eugene, OR, USA.

出版信息

Epilepsy Res. 2018 Oct;146:160-171. doi: 10.1016/j.eplepsyres.2018.07.006. Epub 2018 Jul 27.

Abstract

Surgical resection of the seizure onset zone (SOZ) requires that this region of the cortex is accurately localized. The onset of a seizure may be marked by transient discharges, but it also may be accompanied by oscillatory, sinusoidal electrographic activity, such as the EEG theta rhythm. However, because of the superposition of the seizure signal with other electrical signals, including noise artifacts and non-seizure brain activity, noninvasive Electrical Source Imaging (ESI) of the ictal EEG activity at seizure onset remains a challenging task for surgical planning. In the present study, we localize the SOZ from oscillatory features of the EEG at the ictal onset using 256-channel high density electroencephalography (HD-EEG), exact sensor positions, and individual electrical head models constructed from the patient's T1 magnetic resonance image (MRI). Epileptic activities at the seizure onset were characterized with joint time-frequency analysis and source estimated by standardized low resolution electromagnetic tomography (sLORETA) inverse method. The consistency of this localization was examined across multiple seizures for individual patients. For validation, results were compared to three clinical criteria: (1) epileptogenic lesions, (2) seizure onset observed in intracranial EEG, and (3) successful surgical outcomes. In this set of 84 seizures, the onsets of 56 seizures could be localized. For the lateralization measure, the results from HD-EEG with interictal spikes (8/10) and with ictal onset (10/10) were more accurate than international 10-20 EEG for interictal spikes (5/10) and ictal onset (5/10). ESI from HD-EEG with ictal onset (9/10) had greater concordance to the clinical criteria than HD-EEG with interictal spikes (6/10). Noninvasive ESI of oscillatory features at ictal onset using 256-channel HD-EEG and high-resolution individual head models can make a useful contribution to the clinical localization of the SOZ in presurgical planning.

摘要

手术切除癫痫起始区(SOZ)需要准确地定位该皮质区域。癫痫发作的起始可能伴随着短暂的放电,但也可能伴随着振荡、正弦脑电图活动,如 EEG θ节律。然而,由于癫痫信号与其他电信号(包括噪声伪影和非癫痫脑活动)的叠加,对癫痫发作起始时的癫痫发作 EEG 活动进行非侵入性电源成像(ESI)仍然是手术计划的一项具有挑战性的任务。在本研究中,我们使用 256 通道高密度脑电图(HD-EEG)、精确的传感器位置和从患者 T1 磁共振成像(MRI)构建的个体电头模型,从 EEG 的振荡特征定位 SOZ。使用联合时频分析和标准化低分辨率电磁层析成像(sLORETA)反演方法对癫痫发作起始时的癫痫活动进行源估计。针对个体患者的多次癫痫发作,对这种定位的一致性进行了检查。为了验证,将结果与三种临床标准进行了比较:(1)致痫病变,(2)颅内 EEG 观察到的发作起始,(3)手术结果成功。在这 84 次癫痫发作中,有 56 次癫痫发作的起始部位可以定位。对于侧化测量,具有棘波的 HD-EEG(8/10)和具有癫痫发作起始的 HD-EEG(10/10)的结果比国际 10-20 EEG 更准确,棘波(5/10)和癫痫发作起始(5/10)。与具有棘波的 HD-EEG(6/10)相比,具有癫痫发作起始的 HD-EEG(9/10)的 ESI 与临床标准的一致性更高。使用 256 通道 HD-EEG 和高分辨率个体头模型对癫痫发作起始时的振荡特征进行非侵入性 ESI 可以为术前计划中 SOZ 的临床定位提供有用的贡献。

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