CNNP Lab, Interdisciplinary Computing and Complex BioSystems Group, School of Computing, Newcastle University, Newcastle Upon Tyne, NE4 5DG, UK.
Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK.
Sci Rep. 2023 Aug 18;13(1):13442. doi: 10.1038/s41598-023-39700-7.
A normative electrographic activity map could be a powerful resource to understand normal brain function and identify abnormal activity. Here, we present a normative brain map using scalp EEG in terms of relative band power. In this exploratory study we investigate its temporal stability, its similarity to other imaging modalities, and explore a potential clinical application. We constructed scalp EEG normative maps of brain dynamics from 17 healthy controls using source-localised resting-state scalp recordings. We then correlated these maps with those acquired from MEG and intracranial EEG to investigate their similarity. Lastly, we use the normative maps to lateralise abnormal regions in epilepsy. Spatial patterns of band powers were broadly consistent with previous literature and stable across recordings. Scalp EEG normative maps were most similar to other modalities in the alpha band, and relatively similar across most bands. Towards a clinical application in epilepsy, we found abnormal temporal regions ipsilateral to the epileptogenic hemisphere. Scalp EEG relative band power normative maps are spatially stable across time, in keeping with MEG and intracranial EEG results. Normative mapping is feasible and may be potentially clinically useful in epilepsy. Future studies with larger sample sizes and high-density EEG are now required for validation.
正常的脑电图活动图谱可能是理解正常大脑功能和识别异常活动的有力资源。在这里,我们以相对频带功率为指标,提供了一个基于头皮 EEG 的正常脑图谱。在这项探索性研究中,我们研究了它的时间稳定性、与其他成像方式的相似性,并探索了一种潜在的临床应用。我们使用源定位静息状态头皮记录从 17 名健康对照者中构建了脑动力学的头皮 EEG 正常图谱。然后,我们将这些图谱与 MEG 和颅内 EEG 获得的图谱进行相关性分析,以研究它们的相似性。最后,我们使用正常图谱来对癫痫中的异常区域进行侧化。频带功率的空间模式与之前的文献广泛一致,并且在记录过程中是稳定的。头皮 EEG 正常图谱在 alpha 频段与其他模态最相似,并且在大多数频段上相对相似。在癫痫的临床应用中,我们发现了与致痫半球同侧的异常颞区。头皮 EEG 相对频带功率正常图谱在时间上是空间稳定的,与 MEG 和颅内 EEG 的结果一致。正常映射在癫痫中是可行的,并且可能具有潜在的临床应用价值。现在需要进行更大样本量和高密度 EEG 的进一步研究来进行验证。