IEEE Trans Neural Syst Rehabil Eng. 2019 Mar;27(3):389-399. doi: 10.1109/TNSRE.2019.2898683. Epub 2019 Feb 12.
More and more studies propose that high frequency brain signals are promising biomarkers of epileptogenic zone. In this paper, our aim is to investigate the neuromagnetic changes and brain network topological alterations during an interictal period at high frequency ranges (80-1000 Hz) between healthy controls and epileptic patients with Magnetoencephalography. We analyzed neuromagnetic activities with accumulated source imaging, and constructed brain network based on graph theory. Neuromagnetic activity changes and brain network alterations between two groups were analyzed in three frequency bands: ripple (80-250 Hz), fast ripples (FRs, 250-500 Hz), and very high frequency oscillations (VHFO, 500-1000 Hz). We found that epileptic patients showed significantly altered patterns of neuromagnetic source localization and altered brain network patterns. And, we also found that mean functional connectivity and the number of modules from epileptic patients significantly increased in the ripple and FRs bands, and mean clustering coefficient from epileptic patients significantly decreased in the ripple and FRs bands. We also found that the mean functional connectivity was positively correlated with duration of epilepsy in the ripple and VHFO bands, and the number of modules was positively correlated with the duration of epilepsy in the ripple, FRs, and VHFO bands. Our results indicate that epilepsy can alter patients' neuromagnetic activities and brain networks in the high-frequency ranges, and these alterations become more pathological as the duration of epilepsy grows longer.
越来越多的研究表明,高频脑信号是致痫区有前途的生物标志物。在本文中,我们的目的是使用脑磁图研究健康对照组和癫痫患者在高频范围(80-1000Hz)内的癫痫发作间期的神经磁变化和脑网络拓扑改变。我们使用累积源成像分析神经磁活动,并基于图论构建脑网络。在三个频带(棘波 80-250Hz、快棘波 FRs 250-500Hz 和非常高频振荡 VHFO 500-1000Hz)中分析两组之间的神经磁活动变化和脑网络改变。我们发现癫痫患者的神经磁源定位模式和脑网络模式发生了明显改变。此外,我们还发现癫痫患者在棘波和 FRs 频段的平均功能连接和模块数显著增加,而癫痫患者在棘波和 FRs 频段的平均聚类系数显著降低。我们还发现,在棘波和 VHFO 频段,平均功能连接与癫痫持续时间呈正相关,而在棘波、FRs 和 VHFO 频段,模块数与癫痫持续时间呈正相关。我们的研究结果表明,癫痫可以改变患者在高频范围内的神经磁活动和脑网络,并且这些改变随着癫痫持续时间的延长而变得更加病理性。