Resting-State fMRI Can Detect Alterations in Seizure Onset and Spread Regions in Patients with Non-Lesional Epilepsy: A Pilot Study.

Anish V Sathe, Caio M Matias, Michael Kogan, Isaiah Ailes, Mashaal Syed, KiChang Kang, Jingya Miao, Kiran Talekar, Scott Faro, Feroze B Mohamed, Joseph Tracy, Ashwini Sharan, Mahdi Alizadeh
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Abstract

Introduction: Epilepsy is defined as non-lesional (NLE) when a lesion cannot be localized via standard neuroimaging. NLE is known to have a poor response to surgery. Stereotactic electroencephalography (sEEG) can detect functional connectivity (FC) between zones of seizure onset (OZ) and early (ESZ) and late (LSZ) spread. We examined whether resting-state fMRI (rsfMRI) can detect FC alterations in NLE to see whether noninvasive imaging techniques can localize areas of seizure propagation to potentially target for intervention.

Methods: This is a retrospective study of 8 patients with refractory NLE who underwent sEEG electrode implantation and 10 controls. The OZ, ESZ, and LSZ were identified by generating regions around sEEG contacts that recorded seizure activity. Amplitude synchronization analysis was used to detect the correlation of the OZ to the ESZ. This was also done using the OZ and ESZ of each NLE patient for each control. Patients with NLE were compared to controls individually using Wilcoxon tests and as a group using Mann-Whitney tests. Amplitude of low-frequency fluctuations (ALFF), fractional ALFF (fALFF), regional homogeneity (ReHo), degree of centrality (DoC), and voxel-mirrored homotopic connectivity (VMHC) were calculated as the difference between NLE and controls and compared between the OZ and ESZ and to zero. A general linear model was used with age as a covariate with Bonferroni correction for multiple comparisons.

Results: Five out of 8 patients with NLE showed decreased correlations from the OZ to the ESZ. Group analysis showed patients with NLE had lower connectivity with the ESZ. Patients with NLE showed higher fALFF and ReHo in the OZ but not the ESZ, and higher DoC in the OZ and ESZ. Our results indicate that patients with NLE show high levels of activity but dysfunctional connections in seizure-related areas.

Discussion: rsfMRI analysis showed decreased connectivity directly between seizure-related areas, while FC metric analysis revealed increases in local and global connectivity in seizure-related areas. FC analysis of rsfMRI can detect functional disruption that may expose the pathophysiology underlying NLE.

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静息状态fMRI可以检测非病变性癫痫患者癫痫发作和扩散区域的改变:一项初步研究。
简介:当病变不能通过标准神经成像定位时,癫痫被定义为非病变性(NLE)。众所周知,NLE对手术的反应很差。立体定向脑电图(sEEG)可以检测癫痫发作区(OZ)与早期(ESZ)和晚期(LSZ)扩散区之间的功能连通性(FC)。我们研究了静息状态功能磁共振成像(rsfMRI)是否可以检测NLE中FC的改变,以观察非侵入性成像技术是否可以定位癫痫发作传播区域,从而成为潜在的干预目标。方法:对8例接受sEEG电极植入的难治性NLE患者和10例对照患者进行回顾性研究。通过在sEEG接触点周围生成记录癫痫发作活动的区域来识别OZ、ESZ和LSZ。振幅同步分析用于检测OZ与ESZ的相关性。这也是使用每个NLE患者的每个对照的OZ和ESZ完成的。NLE患者与对照组分别使用Wilcoxon试验和Mann-Whitney试验进行比较。低频波动幅度(ALFF)、分数ALFF (fALFF)、区域均匀性(ReHo)、中心性度(DoC)和体素镜像同伦连通性(VMHC)作为NLE与对照组之间的差异计算,并将OZ与ESZ之间的差异与零进行比较。采用一般线性模型,以年龄为协变量,采用Bonferroni校正进行多重比较。结果:8例NLE患者中有5例显示从OZ到ESZ的相关性降低。组分析显示,NLE患者与ESZ的连通性较低。NLE患者在OZ区有较高的fALFF和ReHo,而在ESZ区没有,在OZ区和ESZ区有较高的DoC。我们的研究结果表明,NLE患者在癫痫相关区域表现出高水平的活动,但功能失调的连接。讨论:rsfMRI分析显示癫痫相关区域之间的直接连通性下降,而FC度量分析显示癫痫相关区域的局部和全局连通性增加。rsfMRI的FC分析可以检测到可能暴露NLE病理生理基础的功能破坏。
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