A comparison of propofol-to-BIS post-operative intensive care sedation by means of target controlled infusion, Bayesian-based and predictive control methods: an observational, open-label pilot study

  • M. Neckebroek
  • , C. M. Ionescu
  • , K. van Amsterdam
  • , T. De Smet
  • , P. De Baets
  • , J. Decruyenaere
  • , R. De Keyser
  • , M. M. R. F. Struys*
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

63 Citations (Scopus)
182 Downloads (Pure)

Abstract

PurposeWe evaluated the feasibility and robustness of three methods for propofol-to-bispectral index (BIS) post-operative intensive care sedation, a manually-adapted target controlled infusion protocol (HUMAN), a computer-controlled predictive control strategy (EPSAC) and a computer-controlled Bayesian rule-based optimized control strategy (BAYES).MethodsThirty-six patients undergoing short lasting sedation following cardiac surgery were included to receive propofol to maintain a BIS between 40 and 60. Robustness of control for all groups was analysed using prediction error and spectrographic analysis.ResultsAlthough similar time courses of measured BIS were obtained in all groups, a higher median propofol effect-site concentration (CePROP) was required in the HUMAN group compared tothe BAYES and EPSACgroups. The time course analysis of the remifentanil effect-site concentration (CeREMI) revealed a significant increase in CeREMI in the EPSAC group compared to BAYES and HUMAN during the case. Although similar bias and divergence in control was found in all groups, larger control inaccuracy was observed in HUMAN versus EPSAC and BAYES. Spectrographic analysis of the system behavior shows that BAYES covers the largest spectrum of frequencies, followed by EPSAC and HUMAN.ConclusionsBoth computer-based control systems are feasible to be used during ICU sedation with overall tighter control than HUMAN and even with lower required CePROP. EPSAC control required higher CeREMI than BAYES or HUMAN to maintain stable control.Clinical trial number: NCT00735631.

Original languageEnglish
Pages (from-to)675-686
Number of pages12
JournalJournal of clinical monitoring and computing
Volume33
Issue number4
DOIs
Publication statusPublished - Aug-2019

Keywords

  • Propofol
  • Bispectral index
  • Closed-loop
  • Intensive care sedation
  • CLOSED-LOOP CONTROL
  • BISPECTRAL INDEX
  • ANESTHESIA
  • PHARMACOKINETICS
  • SYSTEM
  • PHARMACODYNAMICS
  • REMIFENTANIL
  • FEASIBILITY
  • INDUCTION
  • DEPTH

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