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脑电信号的格兰杰因果关系揭示了异丙酚诱导意识消失过程中皮质信息传递的突然全局丧失。

Granger Causality of the Electroencephalogram Reveals Abrupt Global Loss of Cortical Information Flow during Propofol-induced Loss of Responsiveness.

出版信息

Anesthesiology. 2020 Oct 1;133(4):774-786. doi: 10.1097/ALN.0000000000003398.

Abstract

BACKGROUND

It is a commonly held view that information flow between widely separated regions of the cerebral cortex is a necessary component in the generation of wakefulness (also termed "connected" consciousness). This study therefore hypothesized that loss of wakefulness caused by propofol anesthesia should be associated with loss of information flow, as estimated by the effective connectivity in the scalp electroencephalogram (EEG) signal.

METHODS

Effective connectivity during anesthesia was quantified by applying bivariate Granger to multichannel EEG data recorded from 16 adult subjects undergoing a slow induction of, and emergence from, anesthesia with intravenous propofol. During wakefulness they were conducting various auditory and motor tasks. Functional connectivity using EEG coherence was also estimated.

RESULTS

There was an abrupt, substantial, and global decrease in effective connectivity around the point of loss of responsiveness. Recovery of behavioral responsiveness was associated with a comparable recovery in information flow pattern (expressed as normalized values). The median (interquartile range) change was greatest in the delta frequency band: decreasing from 0.15 (0.21) 2 min before loss of behavioral response, to 0.06 (0.04) 2 min after loss of behavioral response (P < 0.001). Regional decreases in information flow were maximal in a posteromedial direction from lateral frontal and prefrontal regions (0.82 [0.24] 2 min before loss of responsiveness, decreasing to 0.17 [0.05] 2 min after), and least for information flow from posterior channels. The widespread decrease in bivariate Granger causality reflects loss of cortical coordination. The relationship between functional connectivity (coherence) and effective connectivity (Granger causality) was inconsistent.

CONCLUSIONS

Propofol-induced unresponsiveness is marked by a global decrease in information flow, greatest from the lateral frontal and prefrontal brain regions in a posterior and medial direction. Loss of information flow may be a useful measure of connected consciousness.

摘要

背景

人们普遍认为,大脑皮层广泛区域之间的信息流是产生觉醒(也称为“连接”意识)的必要组成部分。因此,本研究假设,丙泊酚麻醉引起的觉醒丧失应与信息流丧失相关,这可以通过头皮脑电图(EEG)信号的有效连通性来估计。

方法

通过应用双变量 Granger 对 16 名接受静脉注射丙泊酚缓慢诱导和苏醒的成年受试者的多通道 EEG 数据进行分析,来量化麻醉期间的有效连通性。在觉醒期间,他们进行了各种听觉和运动任务。还估计了使用 EEG 相干性的功能连通性。

结果

在失去反应能力的时刻,有效连通性突然、大幅且全面下降。行为反应能力的恢复与信息流模式的可比恢复相关(以归一化值表示)。中位数(四分位距)变化在 delta 频带中最大:从行为反应丧失前 2 分钟的 0.15(0.21)下降到行为反应丧失后 2 分钟的 0.06(0.04)(P<0.001)。信息流的区域下降在从外侧额区和前额区向后内侧的方向上最大(0.82 [0.24] 2 分钟前失去反应能力,下降到 0.17 [0.05] 2 分钟后),而来自后通道的信息流下降最小。双变量 Granger 因果关系的广泛下降反映了皮质协调的丧失。功能连通性(相干性)和有效连通性(Granger 因果关系)之间的关系不一致。

结论

丙泊酚诱导的无反应性以信息流的全局下降为特征,从前外侧脑区向后内侧方向下降最大。信息流的丧失可能是连接意识的有用衡量标准。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68f2/7495984/cebf4d6fa159/aln-133-774-g001.jpg

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