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光刺激反应作为癫痫患者皮质兴奋性的一种测量方法。

Response to photic stimulation as a measure of cortical excitability in epilepsy patients.

作者信息

Vranic-Peters Michaela, O'Brien Patrick, Seneviratne Udaya, Reynolds Ashley, Lai Alan, Grayden David B, Cook Mark J, Peterson Andre D H

机构信息

Department of Biomedical Engineering, The University of Melbourne, Melbourne, VIC, Australia.

Department of Medicine, St Vincent's Hospital Melbourne, The University of Melbourne, Melbourne, VIC, Australia.

出版信息

Front Neurosci. 2024 Jan 5;17:1308013. doi: 10.3389/fnins.2023.1308013. eCollection 2023.

DOI:10.3389/fnins.2023.1308013
PMID:38249581
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10796504/
Abstract

Studying states and state transitions in the brain is challenging due to nonlinear, complex dynamics. In this research, we analyze the brain's response to non-invasive perturbations. Perturbation techniques offer a powerful method for studying complex dynamics, though their translation to human brain data is under-explored. This method involves applying small inputs, in this case via photic stimulation, to a system and measuring its response. Sensitivity to perturbations can forewarn a state transition. Therefore, biomarkers of the brain's perturbation response or "cortical excitability" could be used to indicate seizure transitions. However, perturbing the brain often involves invasive intracranial surgeries or expensive equipment such as transcranial magnetic stimulation (TMS) which is only accessible to a minority of patient groups, or animal model studies. Photic stimulation is a widely used diagnostic technique in epilepsy that can be used as a non-invasive perturbation paradigm to probe brain dynamics during routine electroencephalography (EEG) studies in humans. This involves changing the frequency of strobing light, sometimes triggering a photo-paroxysmal response (PPR), which is an electrographic event that can be studied as a state transition to a seizure state. We investigate alterations in the response to these perturbations in patients with genetic generalized epilepsy (GGE), with ( = 10) and without ( = 10) PPR, and patients with psychogenic non-epileptic seizures (PNES; = 10), compared to resting controls ( = 10). Metrics of EEG time-series data were evaluated as biomarkers of the perturbation response including variance, autocorrelation, and phase-based synchrony measures. We observed considerable differences in all group biomarker distributions during stimulation compared to controls. In particular, variance and autocorrelation demonstrated greater changes in epochs close to PPR transitions compared to earlier stimulation epochs. Comparison of PPR and spontaneous seizure morphology found them indistinguishable, suggesting PPR is a valid proxy for seizure dynamics. Also, as expected, posterior channels demonstrated the greatest change in synchrony measures, possibly reflecting underlying PPR pathophysiologic mechanisms. We clearly demonstrate observable changes at a group level in cortical excitability in epilepsy patients as a response to perturbation in EEG data. Our work re-frames photic stimulation as a non-invasive perturbation paradigm capable of inducing measurable changes to brain dynamics.

摘要

由于大脑存在非线性、复杂的动力学特性,研究大脑中的状态及状态转换具有挑战性。在本研究中,我们分析大脑对非侵入性扰动的反应。扰动技术为研究复杂动力学提供了一种强大的方法,不过其在人类大脑数据方面的应用尚未得到充分探索。该方法包括向系统施加小的输入(在本研究中是通过光刺激)并测量其反应。对扰动的敏感性可以预示状态转换。因此,大脑扰动反应或“皮质兴奋性”的生物标志物可用于指示癫痫发作转换。然而,扰动大脑通常涉及侵入性的颅内手术或昂贵的设备,如经颅磁刺激(TMS),而只有少数患者群体能够使用,或者涉及动物模型研究。光刺激是癫痫中广泛使用的一种诊断技术,可作为一种非侵入性扰动范式,在人类常规脑电图(EEG)研究期间探测大脑动力学。这包括改变频闪灯的频率,有时会引发光阵发性反应(PPR),这是一种电描记事件,可作为向癫痫发作状态的状态转换来研究。我们调查了遗传性全身性癫痫(GGE)患者(有PPR的10例和无PPR的10例)、精神性非癫痫发作(PNES)患者(10例)与静息对照组(10例)对这些扰动反应的变化。脑电图时间序列数据的指标被评估为扰动反应的生物标志物,包括方差、自相关和基于相位的同步测量。与对照组相比,我们观察到刺激期间所有组生物标志物分布存在显著差异。特别是,与早期刺激时段相比,在接近PPR转换的时段中,方差和自相关显示出更大的变化。PPR与自发性癫痫发作形态的比较发现它们难以区分,这表明PPR是癫痫发作动力学的有效替代指标。此外,正如预期的那样,后通道在同步测量中显示出最大的变化,这可能反映了潜在的PPR病理生理机制。我们清楚地证明,癫痫患者在群体水平上,作为对脑电图数据中扰动的反应,皮质兴奋性存在可观察到的变化。我们的工作将光刺激重新定义为一种能够对大脑动力学诱导可测量变化的非侵入性扰动范式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6544/10796504/f1045948285b/fnins-17-1308013-g0009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6544/10796504/a3e837e0e1ad/fnins-17-1308013-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6544/10796504/82e8f3e69e73/fnins-17-1308013-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6544/10796504/dcde40131dd3/fnins-17-1308013-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6544/10796504/ce8791e66b46/fnins-17-1308013-g0007.jpg
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