Abstract
Background: The purpose of this study was to evaluate a new, physiologically inspired method for the analysis of the electroencephalogram during propofol-remifentanil anesthesia. Based on fixed-order autoregressive moving-average modeling, this method was hypothesized to be capable of dissociating the effects that hypnotic and analgesic agents have on brain electrical activity.
Methods: Raw electroencephalographic waves from a previously published study were reanalyzed. In this study, 45 American Society of Anesthesiologists status I patients were randomly allocated to one of three groups according to a specific target effect-site remifentanil concentration (0, 2, and 4 ng/ml). All patients received stepwise-increased targeted effect-site concentrations of propofol (Ce(PROP)). At each step change in target Ce(PROP), the Observer's Assessment of Alertness/Sedation score was evaluated. Raw electroencephalograph was continuously acquired from frontal electrodes. Electroencephalography traces were analyzed using a fixed-order autoregressive moving average model to give derived measures of Cortical State and Cortical Input. Response surfaces were visualized and modeled using Hierarchical Linear Modeling.
Results: Cortical State (a measure of cortical responsiveness) and Cortical Input (a measure of the magnitude of cortical input) were shown to respond differently to Ce(PROP) and effect-site remifentanil concentration. Cortical Input decreased significantly with increasing effect-site remifentanil concentration, whereas Cortical State remained unchanged with increasing effect-site remifentanil concentration but decreased with increasing Ce(PROP).
Conclusion: Because Cortical State responds principally to variations in Ce(PROP), it is a potential measure of hypnosis, whereas the dependence of Cortical Input on effect-site remifentanil concentration suggests that it may be useful as a measure of analgesic efficacy and the nociceptive-antinociceptive balance.
Original language | English |
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Pages (from-to) | 292-304 |
Number of pages | 13 |
Journal | Anesthesiology |
Volume | 113 |
Issue number | 2 |
DOIs | |
Publication status | Published - Aug-2010 |
Keywords
- AUDITORY-EVOKED POTENTIALS
- SURGICAL STRESS INDEX
- BISPECTRAL INDEX
- NITROUS-OXIDE
- HEALTHY-VOLUNTEERS
- PHARMACODYNAMIC INTERACTION
- PATIENT RESPONSIVENESS
- APPROXIMATE ENTROPY
- SPECTRAL-ANALYSIS
- CONTROLLED-TRIAL