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发作间期脑磁图异常用于指导颅内电极植入并预测手术结果。

Interictal magnetoencephalography abnormalities to guide intracranial electrode implantation and predict surgical outcome.

作者信息

Owen Thomas W, Janiukstyte Vytene, Hall Gerard R, Chowdhury Fahmida A, Diehl Beate, McEvoy Andrew, Miserocchi Anna, de Tisi Jane, Duncan John S, Rugg-Gunn Fergus, Wang Yujiang, Taylor Peter N

机构信息

CNNP Lab, Interdisciplinary Computing and Complex BioSystems Group, School of Computing, Newcastle University, Newcastle upon Tyne NE4 5TG, UK.

UCL Queen Square Institute of Neurology, London WC1N 3BG, UK.

出版信息

Brain Commun. 2023 Oct 25;5(6):fcad292. doi: 10.1093/braincomms/fcad292. eCollection 2023.

Abstract

Intracranial EEG is the gold standard technique for epileptogenic zone localization but requires a preconceived hypothesis of the location of the epileptogenic tissue. This placement is guided by qualitative interpretations of seizure semiology, MRI, EEG and other imaging modalities, such as magnetoencephalography. Quantitative abnormality mapping using magnetoencephalography has recently been shown to have potential clinical value. We hypothesized that if quantifiable magnetoencephalography abnormalities were sampled by intracranial EEG, then patients' post-resection seizure outcome may be better. Thirty-two individuals with refractory neocortical epilepsy underwent magnetoencephalography and subsequent intracranial EEG recordings as part of presurgical evaluation. Eyes-closed resting-state interictal magnetoencephalography band power abnormality maps were derived from 70 healthy controls as a normative baseline. Magnetoencephalography abnormality maps were compared to intracranial EEG electrode implantation, with the spatial overlap of intracranial EEG electrode placement and cerebral magnetoencephalography abnormalities recorded. Finally, we assessed if the implantation of electrodes in abnormal tissue and subsequent resection of the strongest abnormalities determined by magnetoencephalography and intracranial EEG corresponded to surgical success. We used the area under the receiver operating characteristic curve as a measure of effect size. Intracranial electrodes were implanted in brain tissue with the most abnormal magnetoencephalography findings-in individuals that were seizure-free postoperatively (T = 3.9, = 0.001) but not in those who did not become seizure-free. The overlap between magnetoencephalography abnormalities and electrode placement distinguished surgical outcome groups moderately well (area under the receiver operating characteristic curve = 0.68). In isolation, the resection of the strongest abnormalities as defined by magnetoencephalography and intracranial EEG separated surgical outcome groups well, area under the receiver operating characteristic curve = 0.71 and area under the receiver operating characteristic curve = 0.74, respectively. A model incorporating all three features separated surgical outcome groups best (area under the receiver operating characteristic curve = 0.80). Intracranial EEG is a key tool to delineate the epileptogenic zone and help render individuals seizure-free postoperatively. We showed that data-driven abnormality maps derived from resting-state magnetoencephalography recordings demonstrate clinical value and may help guide electrode placement in individuals with neocortical epilepsy. Additionally, our predictive model of postoperative seizure freedom, which leverages both magnetoencephalography and intracranial EEG recordings, could aid patient counselling of expected outcome.

摘要

颅内脑电图是癫痫病灶定位的金标准技术,但需要对致痫组织的位置有一个预先设定的假设。这种放置是由癫痫发作症状学、磁共振成像(MRI)、脑电图和其他成像方式(如脑磁图)的定性解释来指导的。最近研究表明,使用脑磁图进行定量异常图谱分析具有潜在的临床价值。我们假设,如果通过颅内脑电图对可量化的脑磁图异常进行采样,那么患者术后的癫痫发作结果可能会更好。32例难治性新皮质癫痫患者在术前评估过程中接受了脑磁图检查及随后的颅内脑电图记录。从70名健康对照者中获取闭眼静息期发作间期脑磁图频段功率异常图谱作为正常基线。将脑磁图异常图谱与颅内脑电图电极植入情况进行比较,记录颅内脑电图电极放置位置与脑磁图异常的空间重叠情况。最后,我们评估在异常组织中植入电极并随后切除由脑磁图和颅内脑电图确定的最严重异常是否与手术成功相关。我们使用受试者操作特征曲线下面积作为效应大小的度量指标。颅内电极植入到脑磁图结果异常最明显的脑组织中——这些个体术后无癫痫发作(T = 3.9,P = 0.001),而未植入到术后仍有癫痫发作的个体中。脑磁图异常与电极放置之间的重叠情况对手术结果组的区分效果中等(受试者操作特征曲线下面积 = 0.68)。单独来看,切除由脑磁图和颅内脑电图定义的最严重异常对手术结果组的区分效果良好,受试者操作特征曲线下面积分别为0.71和0.74。一个包含所有三个特征的模型对手术结果组的区分效果最佳(受试者操作特征曲线下面积 = 0.80)。颅内脑电图是描绘癫痫病灶区并帮助个体术后无癫痫发作的关键工具。我们表明,从静息期脑磁图记录中得出的数据驱动异常图谱具有临床价值,可能有助于指导新皮质癫痫患者的电极放置。此外,我们利用脑磁图和颅内脑电图记录的术后无癫痫发作预测模型,可辅助对患者预期结果的咨询。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9ab1/10636564/7491644354e1/fcad292_ga1.jpg

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