全局信号回归对丙泊酚和七氟醚麻醉期间脑活动的不同影响。
Distinct effects of global signal regression on brain activity during propofol and sevoflurane anesthesia.
作者信息
Lu Fa, Li Lunxu, Wang Juan, Chen Xuanling, Yang Ho-Ching, Li Xiaoli, Yao Lan, Liang Zhenhu
机构信息
School of Electrical Engineering, Yanshan University, Qinhuangdao, China.
Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Yanshan University, Qinhuangdao, China.
出版信息
Front Neurosci. 2025 May 22;19:1576535. doi: 10.3389/fnins.2025.1576535. eCollection 2025.
INTRODUCTION
Global signal regression (GSR) is widely used in functional magnetic resonance imaging (fMRI) analysis, yet its effects on anesthetic-related brain activity are not well understood.
METHODS
Using fMRI data from patients under general anesthesia, we analyzed temporal variability indices, amplitude of low-frequency fluctuations, functional connectivity, and graph theoretical measures with and without GSR.
RESULTS
Here we show that GSR differentially affects brain activity patterns during propofol- and sevoflurane-induced unconsciousness. While temporal variability indices decreased similarly between conscious and unconscious states regardless of GSR, functional connectivity analyses revealed anesthetic-specific effects: GSR altered specific network connections under propofol but broadly reduced connectivity differences under sevoflurane. Network topology analyses demonstrated that GSR minimally affected propofol-induced changes in graph theoretical measures but significantly diminished sevoflurane-related network alterations.
DISCUSSION
These findings reveal that GSR's impact on functional brain organization is anesthetic-specific, with sevoflurane-induced changes being particularly sensitive to global signal removal. Our results suggest that GSR should be applied cautiously when comparing different anesthetic agents and highlight the importance of considering drug-specific effects when analyzing consciousness-related brain activity.
引言
全局信号回归(GSR)在功能磁共振成像(fMRI)分析中被广泛应用,但其对麻醉相关脑活动的影响尚未得到充分理解。
方法
利用全身麻醉患者的fMRI数据,我们分析了有无GSR情况下的时间变异性指数、低频波动幅度、功能连接以及图论测量指标。
结果
我们在此表明,GSR对丙泊酚和七氟醚诱导的无意识状态下的脑活动模式有不同影响。尽管无论有无GSR,意识和无意识状态之间的时间变异性指数均有相似程度的降低,但功能连接分析揭示了麻醉剂特异性效应:GSR改变了丙泊酚作用下的特定网络连接,但在七氟醚作用下广泛降低了连接差异。网络拓扑分析表明,GSR对丙泊酚诱导的图论测量指标变化影响极小,但显著减弱了七氟醚相关的网络改变。
讨论
这些发现表明,GSR对功能性脑组织的影响具有麻醉剂特异性,七氟醚诱导的变化对全局信号去除尤为敏感。我们的结果表明,在比较不同麻醉剂时应谨慎应用GSR,并强调在分析与意识相关的脑活动时考虑药物特异性效应的重要性。