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脑电图频谱斜率:丙泊酚麻醉期间连续评估意识水平的可靠指标。

EEG spectral slope: A reliable indicator for continuous evaluation of consciousness levels during propofol anesthesia.

作者信息

Zhang Yun, Wang Yubo, Cheng Huanhuan, Yan Fei, Li Dingning, Song Dawei, Wang Qiang, Huang Liyu

机构信息

School of Life Science and Technology, Xidian University, No.2 TaiBai South Road, Xi'an 710061, China.

Department of Anesthesiology & Center for Brain Science, the First Affiliated Hospital of Xi'an Jiaotong University, No. 277 Yanta West Road, Xi'an 710061, China.

出版信息

Neuroimage. 2023 Dec 1;283:120426. doi: 10.1016/j.neuroimage.2023.120426. Epub 2023 Oct 26.

Abstract

The level of consciousness undergoes continuous alterations during anesthesia. Prior to the onset of propofol-induced complete unconsciousness, degraded levels of behavioral responsiveness can be observed. However, a reliable index to monitor altered consciousness levels during anesthesia has not been sufficiently investigated. In this study, we obtained 60-channel EEG data from 24 healthy participants during an ultra-slow propofol infusion protocol starting with an initial concentration of 1 μg/ml and a stepwise increase of 0.2 μg/ml in concentration. Consecutive auditory stimuli were delivered every 5 to 6 s, and the response time to the stimuli was used to assess the responsiveness levels. We calculated the spectral slope in a time-resolved manner by extracting 5-second EEG segments at each auditory stimulus and estimated their correlation with the corresponding response time. Our results demonstrated that during slow propofol infusion, the response time to external stimuli increased, while the EEG spectral slope, fitted at 15-45 Hz, became steeper, and a significant negative correlation was observed between them. Moreover, the spectral slope further steepened at deeper anesthetic levels and became flatter during anesthesia recovery. We verified these findings using an external dataset. Additionally, we found that the spectral slope of frontal electrodes over the prefrontal lobe had the best performance in predicting the response time. Overall, this study used a time-resolved analysis to suggest that the EEG spectral slope could reliably track continuously altered consciousness levels during propofol anesthesia. Furthermore, the frontal spectral slope may be a promising index for clinical monitoring of anesthesia depth.

摘要

在麻醉过程中,意识水平会持续发生变化。在丙泊酚诱导完全无意识之前,可以观察到行为反应性水平下降。然而,用于监测麻醉期间意识水平变化的可靠指标尚未得到充分研究。在本研究中,我们在超慢速丙泊酚输注方案期间从24名健康参与者获取了60通道脑电图数据,该方案起始浓度为1μg/ml,浓度以0.2μg/ml逐步增加。每隔5至6秒给予连续的听觉刺激,并使用对刺激的反应时间来评估反应性水平。我们通过在每个听觉刺激时提取5秒的脑电图片段以时间分辨的方式计算频谱斜率,并估计其与相应反应时间的相关性。我们的结果表明,在缓慢输注丙泊酚期间,对外界刺激的反应时间增加,而在15 - 45Hz拟合的脑电图频谱斜率变得更陡,并且在它们之间观察到显著的负相关。此外,在更深的麻醉水平下频谱斜率进一步变陡,而在麻醉恢复期间变得更平坦。我们使用外部数据集验证了这些发现。此外,我们发现前额叶上方额叶电极的频谱斜率在预测反应时间方面表现最佳。总体而言,本研究使用时间分辨分析表明,脑电图频谱斜率可以可靠地追踪丙泊酚麻醉期间持续变化的意识水平。此外,额叶频谱斜率可能是用于临床监测麻醉深度的一个有前景的指标。

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