Reconfiguration of Network Hub Structure after Propofol-induced Unconsciousness
Heonsoo Lee, George A. Mashour, Gyu‐jeong Noh, Seunghwan Kim, UnCheol Lee
Anesthesiology September 7, 2013 DOI: 10.1097/aln.0b013e3182a8ec8c (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational cohort Peer reviewed |
|---|---|
| Sample size | 10 |
| Population | Human volunteers |
| Intervention | Propofol |
| Keywords | Unconsciousness Propofol Wakefulness Clustering coefficient Anesthetic Anesthesia Electroencephalography Topology electrical circuits Artificial intelligence Cluster analysis |
| Citations | 153 |
| Key findings | Propofol reconfigures network hub structure in the brain and reverses the phase relationship between frontal and parietal regions. |
Abstract
Introduction: General anesthesia induces unconsciousness along with functional changes in brain networks. Considering the essential role of hub structures for efficient information transmission, the authors hypothesized that anesthetics have an effect on the hub structure of functional brain networks.
Methods: Graph theoretical network analysis was carried out to study the network properties of 21-channel electroencephalogram data from 10 human volunteers anesthetized on two occasions. The functional brain network was defined by Phase Lag Index, a coherence measure, for three states: wakefulness, loss of consciousness induced by the anesthetic propofol, and recovery of consciousness. The hub nodes were determined by the largest centralities. The correlation between the altered hub organization and the phase relationship between electroencephalographic channels was investigated.
Results: Topology rather than connection strength of functional networks correlated with states of consciousness. The average path length, clustering coefficient, and modularity significantly increased after administration of propofol, which disrupted long-range connections. In particular, the strength of hub nodes significantly decreased. The primary hub location shifted from the parietal to frontal region, in association with propofol-induced unconsciousness. The phase lead of frontal to parietal regions in the α frequency band (8-13 Hz) observed during wakefulness reversed direction after propofol and returned during recovery.
Conclusions: Propofol reconfigures network hub structure in the brain and reverses the phase relationship between frontal and parietal regions. Changes in network topology are more closely associated with states of consciousness than connectivity and may be the primary mechanism for the observed loss of frontal to parietal feedback during general anesthesia.
Citations in the library
Cited by 27
- Resting-state Network-specific Breakdown of Functional Connectivity during Ketamine Alteration of Consciousness in Volunteers Anesthesiology August 9, 2016
- Consciousness and complexity: a consilience of evidence Neuroscience of Consciousness 2021
- General Relationship of Global Topology, Local Dynamics, and Directionality in Large-Scale Brain Networks PLoS Computational Biology April 14, 2015
- Disconnecting Consciousness: Is There a Common Anesthetic End Point? Anesthesia & Analgesia June 23, 2016
- General Anesthesia: A Probe to Explore Consciousness Frontiers in Systems Neuroscience August 14, 2019
and 22 more in the library
Cites 8
- Consciousness as Integrated Information: a Provisional Manifesto Biological Bulletin December 1, 2008
- Breakdown of within- and between-network Resting State Functional Magnetic Resonance Imaging Connectivity during Propofol-induced Loss of Consciousness Anesthesiology September 30, 2010
- Disruption of Frontal–Parietal Communication by Ketamine, Propofol, and Sevoflurane Anesthesiology May 22, 2013
- Modulation of functional EEG networks by the NMDA antagonist nitrous oxide. PLoS One 2013
- Granger causality analysis of steady-state electroencephalographic signals during propofol-induced anaesthesia. PLoS One 2012
and 3 more in the library