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

IF 4.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Chemical Engineering Pub Date : 2025-03-01 Epub Date: 2024-12-02 DOI:10.1016/j.compchemeng.2024.108969
Ronald A. Siegel , Sichen Song , George Lyu
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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.

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显示耐受性的药物的最佳连续给药:线性一室药代动力学的建模研究
对于许多表现出耐受性的药物,如果不间断地停止给药,使身体恢复对药物的敏感性,就不可能保持疗效。因此需要定期交付。在这里,我们计算了最优的周期性递送协议,以保持功效的最大部分的时间。计算是基于一个模型,假设耐受性是由于非竞争性拮抗剂的积累。最佳的周期性控制从一剂药物开始,随后不断增加输入速率,最终停止输入以使拮抗剂被冲洗。需要优化的变量是丸的大小、连续输入的持续时间和“波形”,以及关闭阶段的持续时间。这项工作假设了药物疗效的“硬”阈值,建立在以前的论文的基础上,在这些论文中,为了计算方便,使用了“模糊”阈值。探讨了模型参数变化的后果。
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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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