Institute of Computer Science, University of Bern, Bern, Switzerland.
Zentrum für Experimentelle Neurologie, Department of Neurology, Inselspital University Hospital Bern, Bern, Switzerland.
Eur J Neurosci. 2024 Mar;59(5):822-841. doi: 10.1111/ejn.16203. Epub 2023 Dec 15.
Auditory processing and the complexity of neural activity can both indicate residual consciousness levels and differentiate states of arousal. However, how measures of neural signal complexity manifest in neural activity following environmental stimulation and, more generally, how the electrophysiological characteristics of auditory responses change in states of reduced consciousness remain under-explored. Here, we tested the hypothesis that measures of neural complexity and the spectral slope would discriminate stages of sleep and wakefulness not only in baseline electroencephalography (EEG) activity but also in EEG signals following auditory stimulation. High-density EEG was recorded in 21 participants to determine the spatial relationship between these measures and between EEG recorded pre- and post-auditory stimulation. Results showed that the complexity and the spectral slope in the 2-20 Hz range discriminated between sleep stages and had a high correlation in sleep. In wakefulness, complexity was strongly correlated to the 20-40 Hz spectral slope. Auditory stimulation resulted in reduced complexity in sleep compared to the pre-stimulation EEG activity and modulated the spectral slope in wakefulness. These findings confirm our hypothesis that electrophysiological markers of arousal are sensitive to sleep/wake states in EEG activity during baseline and following auditory stimulation. Our results have direct applications to studies using auditory stimulation to probe neural functions in states of reduced consciousness.
听觉处理和神经活动的复杂性均可指示残留的意识水平,并区分不同的觉醒状态。然而,神经信号复杂性的测量值在环境刺激后的神经活动中如何表现,以及更普遍地说,听觉反应的电生理特征在意识降低的状态下如何变化,这些问题仍未得到充分探索。在这里,我们检验了这样一个假设,即神经复杂性和频谱斜率的测量值不仅可以区分基线脑电图(EEG)活动中的睡眠和觉醒阶段,还可以区分听觉刺激后的 EEG 信号中的睡眠和觉醒阶段。我们对 21 名参与者进行了高密度 EEG 记录,以确定这些测量值与听觉刺激前后记录的 EEG 之间的空间关系。结果表明,2-20 Hz 范围内的复杂性和频谱斜率可以区分睡眠阶段,并且在睡眠中具有很高的相关性。在觉醒状态下,复杂性与 20-40 Hz 的频谱斜率密切相关。与刺激前的 EEG 活动相比,听觉刺激导致睡眠时的复杂性降低,并调节了觉醒时的频谱斜率。这些发现证实了我们的假设,即唤醒的电生理标志物对基线和听觉刺激后的 EEG 活动中的睡眠/觉醒状态敏感。我们的结果直接适用于使用听觉刺激来探测意识降低状态下神经功能的研究。