Evaluation of the predictive performance of four pharmacokinetic models for propofol.

Background: This study has compared the predictive performance of four pharmacokinetic models, two of which are currently incorporated in commercial target-controlled infusion pumps for the administration of propofol.Methods: Arterial propofol concentrations and patient characteristic data were avai...

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Publicado en:BJA: The British Journal of Anaesthesia Vol. 102; no. 5; pp. 626 - 633
Autores principales: Glen JB, Servin F, Glen, J B, Servin, F
Formato: research Journal Article
Publicado: Elsevier B.V. May2009
Acceso en línea:Ver este registro en EBSCOhost
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      jtl: BJA: The British Journal of Anaesthesia
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      dt: May2009
      vid: 102
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      pub: Elsevier B.V.
      place: New York, New York
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        105499330
        NLM19297371
        2010246685
        10.1093/bja/aep043
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        105499330
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        atl: Evaluation of the predictive performance of four pharmacokinetic models for propofol.
      aug:
        au:
          Glen JB
          Servin F
          Glen, J B
          Servin, F
        affil: Research Department, Glen Pharma Ltd, 35A Bexton Road, Knutsford, Cheshire, UK
      sug:
        subj:
          Anesthetics, Intravenous Blood
          Models, Biological
          Propofol Blood
          Adult
          Anesthetics, Intravenous Administration and Dosage
          Body Constitution
          Computer Simulation
          Drug Therapy, Computer Assisted Methods
          Female
          Infusion Pumps
          Male
          Middle Age
          Propofol Administration and Dosage
          Human
          Adult: 19-44 years
          Middle Aged: 45-64 years
          Female
          Male
      ab: Background: This study has compared the predictive performance of four pharmacokinetic models, two of which are currently incorporated in commercial target-controlled infusion pumps for the administration of propofol.Methods: Arterial propofol concentrations and patient characteristic data were available from nine patients who, in a published study, had received a standardized infusion of propofol. Predicted concentrations with 'Diprifusor' (Marsh), 'Schnider', 'Schuttler', and 'White' models were obtained by computer simulation. The predictive performance of each model was assessed overall and over the following phases: rapid infusion (1-5 min), early (1-21 min), maintenance (21-min end-infusion), and recovery (2-20 min post-infusion).Results: The overall assessment, based on 29-36 samples from each patient, indicated that all four models were clinically acceptable. However, the negligible bias (-0.1%) with the 'Schnider' model was accompanied by overprediction in the rapid infusion phase and underprediction during recovery. This changing bias over time was not detected as 'divergence' when assessed on absolute performance error (APE), (1.4% h(-1)) but became significant (13.2% h(-1)) when based on changes in signed PE over time. The 'Schuttler' model performed well at most phases but overpredicted concentrations during recovery. The White model led to a marginal improvement over 'Diprifusor' and would be expected to reduce the positive bias usually seen with 'Diprifusor' systems.Conclusions: In assessing the predictive performance of pharmacokinetic models, additional information can be obtained by analysis of bias at different phases of an infusion. The evaluation of divergence should involve linear regression analysis of both absolute and signed PEs.
      pubtype: Academic Journal
      doctype:
        research
        Journal Article
      ougenre: Article
    language: English
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