Change in functional networks for transitions between states of consciousness during midazolam-induced sedation.
Robert D. Sanders, Giulio Tononi
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference July 2017 DOI: 10.1109/embc.2017.8036984 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study Peer reviewed |
|---|---|
| Sample size | 10 |
| Population | Human subjects undergoing self-titrated midazolam sedation |
| Intervention | Midazolam |
| Measures | weighted Phase Lag Index (wPLI), characteristic path length, clustering coefficient, small-worldness |
| Key findings | Parietal delta-band (1-4 Hz) connectivity was higher during unconsciousness, and frontal-parietal delta-band interaction strengthened during the transition from consciousness to unconsciousness. Frontal sigma-band (12-15 Hz) connectivity differed between consciousness and unconsciousness, and network topological properties changed significantly in the delta and sigma bands. The authors suggest reversible changes in delta power and connectivity underlie changes in conscious state. |
Abstract
How brain dynamics change across conscious states, including reliable signatures of the transitions between unconsciousness and consciousness, remains unclear. In this work, we addressed the changes in functional brain networks during self-titrated midazolam sedation using high-density electroencephalography (EEG) in ten subjects. We were particularly interested in the underlying network alterations, identified with graph theory, associated with transitions between states of consciousness. The weighted Phase Lag Index (wPLI) was used as the connectivity estimator between two signals. Based on wPLI, we calculated network properties such as characteristic path length, clustering coefficient, and small-worldness for measuring the integration and segregation of the brain network. We found significant changes in power and wPLI at different levels of consciousness. During unconsciousness, wPLI over the parietal region was higher in the delta band (1-4Hz). The frontal-parietal interaction in the delta band was also stronger during the transition from consciousness to unconsciousness. There was the significant difference of wPLI over the frontal region between consciousness and unconsciousness in the sigma band (12-15Hz). The topological properties across conscious states were significantly changed in the delta band and sigma band. Our results showed parietal brain dynamics is associated with consciousness. Our data also suggest that reversible changes in delta power and connectivity underlie changes in conscious state.
Citations in the library
Cited by 4
- Connectivity differences between consciousness and unconsciousness in non-rapid eye movement sleep: a TMS–EEG study Scientific Reports March 26, 2019
- Neural Correlates of the Shamanic State of Consciousness Frontiers in Human Neuroscience March 18, 2021
- Cross-participant prediction of vigilance stages through the combined use of wPLI and wSMI EEG functional connectivity metrics. Sleep May 14, 2021
- EEG functional connectivity metrics wPLI and wSMI account for distinct types of brain functional interactions. Scientific Reports June 20, 2019
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