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EEG Resting State Functional Connectivity Analysis in Children with Benign Epilepsy with Centrotemporal Spikes

机译:中央颞突性良性癫痫儿童的EEG静息状态功能连接性分析

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摘要

In this study, we investigated changes in functional connectivity (FC) of the brain networks in patients with benign epilepsy with centrotemporal spikes (BECTS) compared to healthy controls using high-density EEG data collected under eyes-closed resting state condition. EEG source reconstruction was performed with exact Low Resolution Electromagnetic Tomography (eLORETA). We investigated FC between 84 Brodmann areas using lagged phase synchronization (LPS) in four frequency bands (δ, θ, α, and β). We further computed the network degree, clustering coefficient and efficiency. Compared to controls, patients displayed higher θ and α and lower β LPS values. In these frequency bands, patients were also characterized by less well ordered brain networks exhibiting higher global degrees and efficiencies and lower clustering coefficients. In the β band, patients exhibited reduced functional segregation and integration due to loss of both local and long-distance functional connections. These findings suggest that benign epileptic brain networks might be functionally disrupted due to their altered functional organization especially in the α and β frequency bands.
机译:在这项研究中,我们使用闭眼休息状态下收集的高密度EEG数据,与健康对照组相比,研究了具有中央颞叶尖峰(BECTS)的良性癫痫患者脑网络功能连接(FC)的变化。使用精确的低分辨率电磁层析成像(eLORETA)进行脑电信号源重建。我们在四个频带(δ,θ,α和β)中使用滞后相位同步(LPS)研究了84个Brodmann区域之间的FC。我们进一步计算了网络度,聚类系数和效率。与对照组相比,患者的θ和α值更高,而βLPS值更低。在这些频带中,患者的特征还在于表现出较高的整体程度和效率以及较低的聚类系数的秩序井然的脑网络。在β波段,由于局部和远距离功能连接的丧失,患者表现出减少的功能分离和整合。这些发现表明,良性癫痫脑网络可能会由于其功能组织的改变而受到功能破坏,尤其是在α和β频段。

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