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由于快慢弛豫振荡器的一般特性,扰动既会引发癫痫发作,也会延迟癫痫发作。

Perturbations both trigger and delay seizures due to generic properties of slow-fast relaxation oscillators.

作者信息

Pérez-Cervera Alberto, Hlinka Jaroslav

机构信息

Department of Complex Systems, Institute of Computer Science of the Czech Academy of Sciences, Prague, Czech Republic.

Center for Cognition and Decision Making, Institute for Cognitive Neuroscience, National Research University Higher School of Economics, Moscow, Russia.

出版信息

PLoS Comput Biol. 2021 Mar 29;17(3):e1008521. doi: 10.1371/journal.pcbi.1008521. eCollection 2021 Mar.

Abstract

The mechanisms underlying the emergence of seizures are one of the most important unresolved issues in epilepsy research. In this paper, we study how perturbations, exogenous or endogenous, may promote or delay seizure emergence. To this aim, due to the increasingly adopted view of epileptic dynamics in terms of slow-fast systems, we perform a theoretical analysis of the phase response of a generic relaxation oscillator. As relaxation oscillators are effectively bistable systems at the fast time scale, it is intuitive that perturbations of the non-seizing state with a suitable direction and amplitude may cause an immediate transition to seizure. By contrast, and perhaps less intuitively, smaller amplitude perturbations have been found to delay the spontaneous seizure initiation. By studying the isochrons of relaxation oscillators, we show that this is a generic phenomenon, with the size of such delay depending on the slow flow component. Therefore, depending on perturbation amplitudes, frequency and timing, a train of perturbations causes an occurrence increase, decrease or complete suppression of seizures. This dependence lends itself to analysis and mechanistic understanding through methods outlined in this paper. We illustrate this methodology by computing the isochrons, phase response curves and the response to perturbations in several epileptic models possessing different slow vector fields. While our theoretical results are applicable to any planar relaxation oscillator, in the motivating context of epilepsy they elucidate mechanisms of triggering and abating seizures, thus suggesting stimulation strategies with effects ranging from mere delaying to full suppression of seizures.

摘要

癫痫发作产生的机制是癫痫研究中最重要的未解决问题之一。在本文中,我们研究外源性或内源性扰动如何促进或延迟癫痫发作的出现。为此,鉴于目前越来越多地从快慢系统的角度来理解癫痫动力学,我们对一般弛豫振荡器的相位响应进行了理论分析。由于弛豫振荡器在快速时间尺度上实际上是双稳态系统,直观地说,以合适的方向和幅度对非癫痫发作状态进行扰动可能会导致立即转变为癫痫发作。相比之下,或许不那么直观的是,已发现较小幅度的扰动会延迟癫痫发作的自发起始。通过研究弛豫振荡器的等时线,我们表明这是一种普遍现象,这种延迟的大小取决于慢流分量。因此,根据扰动的幅度、频率和时间,一系列扰动会导致癫痫发作的发生率增加、减少或完全抑制。这种依赖性有助于通过本文所述的方法进行分析和机理理解。我们通过计算具有不同慢向量场的几种癫痫模型中的等时线、相位响应曲线以及对扰动的响应来说明这种方法。虽然我们的理论结果适用于任何平面弛豫振荡器,但在癫痫这个背景下,它们阐明了引发和减轻癫痫发作的机制,从而提出了从单纯延迟到完全抑制癫痫发作的刺激策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb36/8032201/768e029a64c5/pcbi.1008521.g001.jpg

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