Optimal control in pharmacokinetic drug administration

被引:0
|
作者
Hungerbuehler, Norbert [1 ]
机构
[1] Swiss Fed Inst Technol, Dept Math, CH-8092 Zurich, Switzerland
关键词
optimal control; Laplace transform; pharmacokinetics; drug administration;
D O I
10.3934/mbe.2022249
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We consider a two-box model for the administration of a therapeutic substance and discuss two scenarios: First, the substance should have an optimal therapeutic concentration in the central compartment (typically blood) and be degraded in an organ, the peripheral compartment (e.g., the liver). In the other scenario, the concentration in the peripheral compartment should be optimized, with the blood serving only as a means of transport. In either case the corresponding optimal control problem is to determine a dosing schedule, i.e., how to administer the substance as a function u of time to the central compartment so that the concentration of the drug in the central or in the peripheral compartment remains as closely as possible at its optimal therapeutic level. We solve the optimal control problem for the central compartment explicitly by using the calculus of variations and the Laplace transform. We briefly discuss the effect of the approximation of the Dirac delta distribution by a bolus. The optimal control function u for the central compartment satisfies automatically the condition u >= 0. But for the peripheral compartment one has to solve an optimal control problem with the non-linear constraint u >= 0. This problem does not seem to be widely studied in the current literature in the context of pharmacokinetics. We discuss this question and propose two approximate solutions which are easy to compute. Finally we use Pontryagin's Minimum Principle to deduce the exact solution for the peripheral compartment.
引用
收藏
页码:5312 / 5328
页数:17
相关论文
共 50 条
  • [1] Physiologically Based Pharmacokinetic Modeling and Predictive Control: An integrated approach for optimal drug administration
    Sopasakis, Pantelis
    Patrinos, Panagiotis
    Giannikou, Stefania
    Sarimveis, Haralambos
    21ST EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2011, 29 : 1490 - 1494
  • [2] Application of a Pharmacokinetic Model to Inform the Optimal Dose for Individualized Drug Administration
    Pesenti, Giuseppe
    Foppoli, Marco
    Savoca, Adriana
    Manca, Davide
    30TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PTS A-C, 2020, 48 : 709 - 714
  • [3] Optimal dose and uncertainty estimation for individualized drug administration using pharmacokinetic models
    Pesenti, Giuseppe
    Foppoli, Marco
    Manca, Davide
    COMPUTERS & CHEMICAL ENGINEERING, 2021, 153
  • [4] A Model Predictive Control Approach for Optimal Drug Administration
    Sarimveis, Haralambos
    Sopasakis, Pantelis
    Afantitis, Antreas
    Melagraki, Georgia
    ICHEAP-9: 9TH INTERNATIONAL CONFERENCE ON CHEMICAL AND PROCESS ENGINEERING, PTS 1-3, 2009, 17 : 1311 - +
  • [5] SDRE optimal control of drug administration in cancer treatment
    Itik, Mehmet
    Salamci, Metin Uymaz
    Banks, Stephen Paul
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2010, 18 (05) : 715 - 729
  • [6] Model predictive control for optimal oral anticoagulant drug administration
    Pannocchia, Gabriele
    Brambilla, Alessandro
    AICHE JOURNAL, 2006, 52 (09) : 3315 - 3320
  • [7] Robust model predictive control for optimal continuous drug administration
    Sopasakis, Pantelis
    Patrinos, Panagiotis
    Sarimveis, Haralambos
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 116 (03) : 193 - 204
  • [9] RECTAL DRUG ADMINISTRATION - CLINICAL PHARMACOKINETIC CONSIDERATIONS
    DEBOER, AG
    MOOLENAAR, F
    DELEEDE, LGJ
    BREIMER, DD
    CLINICAL PHARMACOKINETICS, 1982, 7 (04) : 285 - 311
  • [10] RBF Method for Optimal Control of Drug Administration in the Anemia of Hemodialysis Patients
    Mirinejad, Hossein
    Inanc, Tamer
    2015 41ST ANNUAL NORTHEAST BIOMEDICAL ENGINEERING CONFERENCE (NEBEC), 2015,