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Updated: Jan 26, 2026

Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
Dynamic Cortical Connectivity during General Anesthesia in Surgical Patients
Phillip E Vlisides1, Duan Li, Mackenzie Zierau
1From the Department of Anesthesiology (P.E.V., D.L., M.Z., A.P.L., K.I.I., A.M.M., G.A.M.) the Center for Consciousness Science (P.E.V., D.L., G.A.M.) the Neuroscience Graduate Program (G.A.M.), University of Michigan Medical School Ann Arbor, Michigan the Department of Psychology, University of Michigan, Ann Arbor, Michigan (K.I.I.).
Functional brain connectivity shifts during surgery and anesthesia in a structured, non-random manner. These dynamic changes indicate that a single measure of connectivity is unlikely to reliably indicate surgical anesthesia.
Area of Science:
- Neuroscience
- Anesthesiology
- Brain Imaging
Background:
- Cortical functional connectivity is theorized to be crucial for consciousness and the effects of anesthesia.
- However, the specific patterns of functional connectivity during surgery and general anesthesia remain largely uncharacterized.
- This study investigated the relationship between disrupted cortical connectivity and surgical anesthesia.
Purpose of the Study:
- To investigate functional connectivity patterns during general anesthesia and surgery.
- To test the hypothesis that disrupted cortical connectivity correlates with surgical anesthesia.
Main Methods:
- Fifty-three surgical patients were enrolled, with wireless electroencephalographic (EEG) data collected throughout the perioperative period.
- Functional connectivity was quantified using the weighted phase lag index (wPLI).
- Markov chain analysis characterized the temporal dynamics and state transitions of connectivity during anesthetic maintenance.
Main Results:
- While alpha frontal-parietal connectivity showed no significant changes compared to baseline, significant increases in alpha and theta prefrontal-frontal connectivity were observed during anesthetic maintenance.
- Theta frontal-parietal connectivity also significantly increased.
- Structured, non-random shifts between states of high prefrontal-frontal connectivity and suppressed frontal-parietal connectivity, and vice versa, were identified.
Conclusions:
- Functional connectivity patterns exhibit dynamic and structured transitions during surgery and general anesthesia.
- These findings suggest that a single measure of functional connectivity may not reliably serve as a correlate for surgical anesthesia.
- The structured nature of these shifts provides new insights into brain dynamics under anesthesia.
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