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首页> 外文期刊>Frontiers in Human Neuroscience >Changes in EEG Complexity with Electroconvulsive Therapy in a Patient with Autism Spectrum Disorders: A Multiscale Entropy Approach
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Changes in EEG Complexity with Electroconvulsive Therapy in a Patient with Autism Spectrum Disorders: A Multiscale Entropy Approach

机译:自闭症谱系障碍患者电痉挛治疗的脑电图复杂性变化:多尺度熵方法

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摘要

Autism spectrum disorders (ASD) are heterogeneous neurodevelopmental disorders that are reportedly characterized by aberrant neural networks. Recently developed multiscale entropy analysis (MSE) can characterize the complexity inherent in electroencephalography (EEG) dynamics over multiple temporal scales in the dynamics of neural networks. We encountered an 18-year-old man with ASD whose refractory catatonic obsessive–compulsive symptoms were improved dramatically after electroconvulsive therapy (ECT). In this clinical case study, we strove to clarify the neurophysiological mechanism of ECT in ASD by assessing EEG complexity using MSE. Along with ECT, the frontocentral region showed decreased EEG complexity at higher temporal scales, whereas the occipital region expressed an increase at lower temporal scales. Furthermore, these changes were associated with clinical improvement associated with the elevation of brain-derived neurotrophic factor, which is a molecular hypothesis of ECT, playing key roles in ASD pathogenesis. Changes in EEG complexity in a region-specific and temporal scale-specific manner that we found might reflect atypical EEG dynamics in ASD. Although MSE is not a direct approach to measuring neural connectivity and the results are from only a single case, they might reflect specific aberrant neural network activity and the therapeutic neurophysiological mechanism of ECT in ASD.
机译:自闭症谱系障碍(ASD)是异质性神经发育障碍,据报道以异常的神经网络为特征。最近开发的多尺度熵分析(MSE)可以表征神经网络动力学中多个时间尺度上脑电图(EEG)动力学固有的复杂性。我们遇到了一名18岁的ASD患者,经电抽搐治疗(ECT)后,其难治性强直性强迫症症状得到了明显改善。在此临床案例研究中,我们力求通过使用MSE评估脑电图复杂性来阐明ECT在ASD中的神经生理机制。与ECT一起,额中部区域在较高的时间尺度上显示出降低的EEG复杂性,而枕骨区域在较低的时间尺度上表现出增加的显示。此外,这些变化与脑源性神经营养因子升高有关的临床改善有关,脑源性神经营养因子是ECT的分子假设,在ASD发病机理中起关键作用。我们发现,以区域特定和时间尺度特定的方式进行的脑电图复杂性的变化可能反映了ASD中非典型的脑电图动力学。尽管MSE不是直接测量神经连通性的方法,并且结果仅来自单个病例,但它们可能反映了特定的异常神经网络活动以及ECT在ASD中的治疗性神经生理机制。

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