Optimal continuous administration of drugs exhibiting tolerance: A modeling study for linear one compartment pharmacokinetics

Research output: Contribution to journalArticlepeer-review

Abstract

For many drugs exhibiting tolerance, it is not possible to maintain efficacy without intermittently halting administration, enabling the body to restore its sensitivity to the drug. Periodic delivery is thus called for. Here we calculate the optimal periodic delivery protocol to maintain efficacy for the largest fraction of time. Calculations are based on a model assuming that tolerance is due to the buildup of a noncompetitive antagonist. The optimal periodic control starts with a bolus of drug followed by a continuously increasing input rate, with input ultimately halted to allow washout of the antagonist. Variables to be optimized are size of the bolus, duration and “waveform” of the continuous input, and duration of the shutoff phase. This work, which assumes a “hard” threshold for drug efficacy, builds on previous papers in which a “fuzzy” threshold was used for computational convenience. Consequences of varying model parameters are explored.

Original languageEnglish (US)
Article number108969
JournalComputers and Chemical Engineering
Volume194
DOIs
StatePublished - Mar 2025

Bibliographical note

Publisher Copyright:
© 2024

Keywords

  • Optimal periodic control
  • Pharmacodynamics
  • Pharmacokinetics
  • Tolerance

Fingerprint

Dive into the research topics of 'Optimal continuous administration of drugs exhibiting tolerance: A modeling study for linear one compartment pharmacokinetics'. Together they form a unique fingerprint.

Cite this