Reconfiguration of Network Hub Structure after Propofol-induced Unconsciousness

被引:111
|
作者
Lee, Heonsoo [1 ,2 ]
Mashour, George A. [3 ]
Noh, Gyu-Jeong [4 ,5 ]
Kim, Seunghwan [2 ,6 ]
Lee, UnCheol [1 ]
机构
[1] Univ Michigan, Sch Med, Dept Anesthesiol, Ann Arbor, MI 48105 USA
[2] POSTECH, Dept Phys, Pohang, South Korea
[3] Univ Michigan, Sch Med, Grad Program Neurosci, Ann Arbor, MI 48105 USA
[4] Univ Ulsan, Coll Med, Asan Med Ctr, Dept Clin Pharmacol & Therapeut, Seoul, South Korea
[5] Univ Ulsan, Coll Med, Asan Med Ctr, Dept Anesthesiol & Pain Med, Seoul, South Korea
[6] POSTECH, Asia Pacific Ctr Theoret Phys, Pohang, South Korea
基金
新加坡国家研究基金会; 美国国家卫生研究院;
关键词
GRAPH-THEORETICAL ANALYSIS; BRAIN FUNCTIONAL NETWORKS; PHASE-LAG INDEX; CONNECTIVITY PATTERNS; COMMUNITY STRUCTURE; CONSCIOUSNESS; ORGANIZATION; RECORDINGS; ANESTHESIA; BREAKDOWN;
D O I
10.1097/ALN.0b013e3182a8ec8c
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
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 a 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.
引用
收藏
页码:1347 / 1359
页数:13
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