Rabinovitch Avinoam, Rabinovitch Revital, Smolik Ella, Biton Yaacov, Braunstein Doron
Department of Physics, Ben-Gurion University, Beer-Sheva, Israel.
Makif YudAlef, Rishon Lezion, Israel.
Front Neurol. 2024 Nov 29;15:1477174. doi: 10.3389/fneur.2024.1477174. eCollection 2024.
Electroencephalograms (EEGs) or multi-unit activities (MUAs) of tonic-clonic seizures typically exhibit a distinct structure. After a preliminary phase (DC shift, spikes), the tonic phase is characterized by synchronized activity of numerous neurons, followed by the clonic phase, marked by a periodic sequence of spikes. However, the mechanisms underlying the transition from tonic to clonic phases remain poorly understood.
We employ a simple two-dimensional cellular automaton model to simulate seizure activity, specifically focusing on replicating the tonic-clonic transition. This model effectively illustrates the physical processes during the ictal phase and, more importantly, differentiates the roles of neurons' activity, identifying their origin as either synaptic or ephaptic.
Our model reveals an intriguing interaction between the synaptic and ephaptic modes of action potential wave conduction. By replicating the EEG and multi-unit activity (MUA) structure of a tonic-clonic seizure and comparing it with real MUA data, we validate the model's underlying assumption: the transition from tonic to clonic phases is driven by a shift in dominance from synaptic to ephaptic conduction. During synaptic-mode control, neural conduction occurs through synaptic transmission involving chemical substances, while in the ephaptic mode, information transfer occurs through direct Ohmic conduction.
Gaining a deeper understanding of the neuronal electrical conduction transitions during tonic-clonic seizures is crucial for improving the treatment of this debilitating condition.
强直阵挛性发作的脑电图(EEG)或多单位活动(MUA)通常呈现出独特的结构。在一个初始阶段(直流偏移、尖峰)之后,强直阶段的特征是众多神经元的同步活动,随后是阵挛阶段,其特征是尖峰的周期性序列。然而,从强直阶段过渡到阵挛阶段的潜在机制仍知之甚少。
我们采用一个简单的二维细胞自动机模型来模拟癫痫发作活动,特别关注复制强直 - 阵挛转变。该模型有效地说明了发作期的物理过程,更重要的是,区分了神经元活动的作用,确定其起源是突触性的还是电突触性的。
我们的模型揭示了动作电位波传导的突触模式和电突触模式之间有趣的相互作用。通过复制强直阵挛性发作的脑电图和多单位活动(MUA)结构,并将其与真实的MUA数据进行比较,我们验证了模型的基本假设:从强直阶段到阵挛阶段的转变是由主导地位从突触传导转变为电突触传导驱动的。在突触模式控制期间,神经传导通过涉及化学物质的突触传递发生,而在电突触模式中,信息传递通过直接欧姆传导发生。
深入了解强直阵挛性发作期间神经元电传导转变对于改善这种使人衰弱的疾病的治疗至关重要。