Send to

Choose Destination
Anesthesiology. 2013 Dec;119(6):1347-59. doi: 10.1097/ALN.0b013e3182a8ec8c.

Reconfiguration of network hub structure after propofol-induced unconsciousness.

Author information

Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan; Doctoral Candidate, Department of Physics, POSTECH, Pohang, Korea.
Faculty, Neuroscience Graduate Program University of Michigan Medical School, Ann Arbor, Michigan.
Department of Clinical Pharmacology and Therapeutics, Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Asia Pacific Center for Theoretical Physics; Professor, Department of Physics, POSTECH, Pohang, Korea.
Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.
Contributed equally



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.


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.


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.


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.

[Indexed for MEDLINE]
Free PMC Article

Supplemental Content

Full text links

Icon for Silverchair Information Systems Icon for PubMed Central
Loading ...
Support Center