DocumentCode :
3085221
Title :
On the modeling of drug induced respiratory depression in the non-steady-state
Author :
Caruso, Antonello L G ; Bouillon, Thomas W. ; Schumacher, Peter M. ; Morari, Manfred
Author_Institution :
Anesthesia Control Group at the Automatic Control Laboratory, ETH Zurich, CH-8092, Switzerland
fYear :
2008
fDate :
20-25 Aug. 2008
Firstpage :
5564
Lastpage :
5568
Abstract :
The ability of anesthetic agents to provide adequate analgesia and sedation is limited by the ventilatory depression associated with overdosing in spontaneously breathing patients. Therefore, quantitation of drug induced ventilatory depression is a pharmacokinetic-pharmacodynamic problem relevant to the practice of anesthesia. Although several studies describe the effect of respiratory depressant drugs on isolated endpoints, an integrated description of drug induced respiratory depression with parameters identifiable from clinically available data is not available. This study proposes a physiological model of CO2 disposition, ventilatory regulation, and the effects of anesthetic agents on the control of breathing. The predictive performance of the model is evaluated through simulations aimed at reproducing experimental observations of drug induced hypercarbia and hypoventilation associated with intravenous administration of a fast-onset, highly potent anesthetic mu agonist (including previously unpublished experimental data determined after administration of 1 mg alfentanil bolus). The proposed model structure has substantial descriptive capability and can provide clinically relevant predictions of respiratory inhibition in the non-steady-state to enhance safety of drug delivery in the anesthetic practice.
Keywords :
Anesthesia; Anesthetic drugs; Automatic control; Biological system modeling; Biomedical monitoring; Humans; Mathematical model; Predictive models; Safety; Ventilation; drug induced respiratory depression; hypercarbic and hypoxic respiratory drive; pharmacodynamic modeling; regulation of breathing; Alfentanil; Anesthetics, Intravenous; Carbon Dioxide; Computer Simulation; Drug Therapy, Computer-Assisted; Humans; Male; Models, Biological; Respiratory Mechanics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
ISSN :
1557-170X
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2008.4650475
Filename :
4650475
Link To Document :
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