Duma Gian Marco, Cuozzo Simone, Wilson Luc, Danieli Alberto, Bonanni Paolo, Pellegrino Giovanni
Scientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, 31015, Conegliano, Italy.
McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, QC H3A 2B4, Canada.
Brain Commun. 2024 Jul 8;6(4):fcae231. doi: 10.1093/braincomms/fcae231. eCollection 2024.
Patients with epilepsy are characterized by a dysregulation of excitation/inhibition balance (E/I). The assessment of E/I may inform clinicians during the diagnosis and therapy management, even though it is rarely performed. An accessible measure of the E/I of the brain represents a clinically relevant feature. Here, we exploited the exponent of the aperiodic component of the power spectrum of the electroencephalography (EEG) signal, as a non-invasive and cost-effective proxy of the E/I balance. We recorded resting-state activity with high-density EEG from 67 patients with temporal lobe epilepsy and 35 controls. We extracted the exponent of the aperiodic fit of the power spectrum from source-reconstructed EEG and tested differences between patients with epilepsy and controls. Spearman's correlation was performed between the exponent and clinical variables (age of onset, epilepsy duration and neuropsychology) and cortical expression of epilepsy-related genes derived from the Allen Human Brain Atlas. Patients with temporal lobe epilepsy showed a significantly larger exponent, corresponding to inhibition-directed E/I balance, in bilateral frontal and temporal regions. Lower E/I in the left entorhinal and bilateral dorsolateral prefrontal cortices corresponded to a lower performance of short-term verbal memory. Limited to patients with temporal lobe epilepsy, we detected a significant correlation between the exponent and the cortical expression of , , , , and genes. EEG aperiodic exponent maps the E/I balance non-invasively in patients with epilepsy and reveals a close relationship between altered E/I patterns, cognition and genetics.
癫痫患者的特征是兴奋/抑制平衡(E/I)失调。尽管E/I评估很少进行,但它可以在诊断和治疗管理过程中为临床医生提供信息。大脑E/I的一种可获取的测量方法代表了一种临床相关特征。在这里,我们利用脑电图(EEG)信号功率谱的非周期性成分的指数,作为E/I平衡的一种非侵入性且经济高效的替代指标。我们用高密度脑电图记录了67例颞叶癫痫患者和35名对照者的静息状态活动。我们从源重建脑电图中提取了功率谱非周期性拟合的指数,并测试了癫痫患者与对照者之间的差异。对指数与临床变量(发病年龄、癫痫持续时间和神经心理学)以及源自艾伦人类大脑图谱的癫痫相关基因的皮质表达进行了斯皮尔曼相关性分析。颞叶癫痫患者在双侧额叶和颞叶区域表现出明显更大的指数,对应于抑制性E/I平衡。左侧内嗅皮质和双侧背外侧前额叶皮质中较低的E/I对应于短期言语记忆的较低表现。仅在颞叶癫痫患者中,我们检测到指数与 、 、 、 、 和 基因的皮质表达之间存在显著相关性。脑电图非周期性指数以非侵入性方式描绘了癫痫患者的E/I平衡,并揭示了E/I模式改变、认知和遗传学之间的密切关系。