• DocumentCode
    2926617
  • Title

    Monitor-decoupled pharmacodymamics of propofol in children using State Entropy as the clinical end point

  • Author

    Khosravi, Sara ; Hahn, Jin-Oh ; Dosani, Maryam ; Dumont, Guy A. ; Ansermino, J. Mark

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    544
  • Lastpage
    547
  • Abstract
    This paper presents two alternative approaches to characterize the pharmacodynamics of propofol anesthesia in children, using State Entropy as a clinical end point. The first approach is the traditional approach where the pharmacodynamic model is described in terms of an effect-site equilibration rate constant and the Hill equation. In the second approach (the monitor-decoupled approach) the dynamics of the Entropy monitor is identified and added to the traditional pharmacodynamic model. The traditional approach resulted in mean ke0 values of 2.08min-1 and 1.27min-1 for the Paedfusor and Kataria pharmacokinetic models, respectively. The monitor-decoupled approach resulted in significantly larger values (mean ke0 values of 2.57min-1 and 1.71min-1) than the traditional approach. The differences between ke0 values suggest that the dynamic effect of the Entropy monitor must be accounted for when identifying the “true” pharmacodynamics of the patient, without the bias caused by the monitor´s processing characteristics. The values of ke0 obtained in this study were larger than those values previously published for the Bispectral Index. This is likely due to the different processing characteristics of the Entropy and Bispectral Index monitors, as well as the use of different pharmacokinetic models.
  • Keywords
    drug delivery systems; entropy; medical computing; physiological models; Hill equation; bispectral index; children; clinical end point; effect-site equilibration rate constant; entropy monitor; monitor-decoupled approach; pharmacodynamic model; propofol anesthesia; propofol monitor-decoupled pharmacodymamics; state entropy; Biomedical monitoring; Blood; Brain modeling; Drugs; Entropy; Mathematical model; Monitoring; Adolescent; Algorithms; Anesthetics, Intravenous; Body Weight; Child; Drug Monitoring; Electroencephalography; Entropy; Humans; Models, Biological; Propofol; Regression Analysis; Reproducibility of Results;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626519
  • Filename
    5626519