Development of a physiologically-based pharmacokinetic model to simulate the pharmacokinetics of intramuscular antiretroviral drugs

被引:6
作者
Bettonte, Sara [1 ,2 ,3 ]
Berton, Mattia [1 ,2 ,3 ]
Battegay, Manuel [1 ,2 ,3 ]
Stader, Felix [4 ]
Marzolini, Catia [1 ,2 ,3 ,5 ,6 ,7 ]
机构
[1] Univ Hosp Basel, Div Infect Dis & Hosp Epidemiol, Dept Med, Petersgraben 4, CH-4031 Basel, Switzerland
[2] Univ Hosp Basel, Dept Clin Res, Div Infect Dis & Hosp Epidemiol, Petersgraben 4, CH-4031 Basel, Switzerland
[3] Univ Basel, Fac Med, Basel, Switzerland
[4] Certara UK Ltd, Sheffield, England
[5] Univ Liverpool, Dept Mol & Clin Pharmacol, Liverpool, England
[6] Lausanne Univ Hosp, Dept Lab Med & Pathol, Serv & Lab Clin Pharmacol, Lausanne, Switzerland
[7] Univ Lausanne, Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
PALIPERIDONE PALMITATE; IN-VITRO; FORMULATION; MUSCLE; CABOTEGRAVIR; INJECTIONS; TOLERABILITY; PHARMACOLOGY; DISSOLUTION; SUCCESS;
D O I
10.1002/psp4.13118
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
There is growing interest in the use of long-acting (LA) injectable drugs to improve treatment adherence. However, their long elimination half-life complicates the conduct of clinical trials. Physiologically-based pharmacokinetic (PBPK) modeling is a mathematical tool that allows to simulate unknown clinical scenarios for LA formulations. Thus, this work aimed to develop and verify a mechanistic intramuscular PBPK model. The framework describing the release of a LA drug from the depot was developed by including both the physiology of the injection site and the physicochemical properties of the drug. The framework was coded in Matlab (R) 2020a and implemented in our existing PBPK model for the verification step using clinical data for LA cabotegravir, rilpivirine, and paliperidone. The model was considered verified when the simulations were within twofold of observed data. Furthermore, a local sensitivity analysis was conducted to assess the impact of various factors relevant for the drug release from the depot on pharmacokinetics. The PBPK model was successfully verified since all predictions were within twofold of observed clinical data. Peak concentration, area under the concentration-time curve, and trough concentration were sensitive to media viscosity, drug solubility, drug density, and diffusion layer thickness. Additionally, inflammation was shown to impact the drug release from the depot. The developed framework correctly described the release and the drug disposition of LA formulations upon intramuscular administration. It can be implemented in PBPK models to address pharmacological questions related to the use of LA formulations.
引用
收藏
页码:781 / 794
页数:14
相关论文
共 57 条
[1]   Deciding on Success Criteria for Predictability of Pharmacokinetic Parameters from In Vitro Studies: An Analysis Based on In Vivo Observations [J].
Abduljalil, Khaled ;
Cain, Theresa ;
Humphries, Helen ;
Rostami-Hodjegan, Amin .
DRUG METABOLISM AND DISPOSITION, 2014, 42 (09) :1478-1484
[2]  
[Anonymous], 2018, Physiologically Based Pharmacokinetic Analyses - Format and Content Guidance for Industry [Online]. Available
[3]  
[Anonymous], 2018, Guideline on the reporting of physiologically based pharmacokinetic (PBPK) modelling and simulation
[4]   Population Pharmacokinetics and Pharmacogenetics Analysis of Rilpivirine in HIV-1-Infected Individuals [J].
Aouri, Manel ;
Barcelo, Catalina ;
Guidi, Monia ;
Rotger, Margalida ;
Cavassini, Matthias ;
Hizrel, Cedric ;
Buclin, Thierry ;
Decosterd, Laurent A. ;
Csajka, Chantal .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2017, 61 (01)
[5]   Intramuscular cabotegravir and rilpivirine concentrations after switching from efavirenz-containing regimen [J].
Bettonte, Sara ;
Berton, Mattia ;
Stader, Felix ;
Battegay, Manuel ;
Marzolini, Catia .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2023, 89 (12) :3618-3628
[6]   What is the significance of the pharmacokinetic profile and potential drug-drug interactions of long-acting intramuscular cabotegravir and rilpivirine? [J].
Bettonte, Sara ;
Berton, Mattia ;
Marzolini, Catia .
EXPERT OPINION ON DRUG METABOLISM & TOXICOLOGY, 2023, 19 (05) :243-247
[7]   Management of Drug-Drug Interactions Between Long-Acting Cabotegravir and Rilpivirine and Comedications With Inducing Properties: A Modelling Study [J].
Bettonte, Sara ;
Berton, Mattia ;
Stader, Felix ;
Battegay, Manuel ;
Marzolini, Catia .
CLINICAL INFECTIOUS DISEASES, 2023, 76 (07) :1225-1236
[8]   Long-acting injectable Cabotegravir: How drug concentrations could help guide patient management [J].
Castillo-Mancilla, Jose R. ;
Anderson, Peter L. .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2022, 88 (10) :4384-4386
[9]   Evaluation of the predictive performance of physiologically based pharmacokinetic models for intramuscular injections of therapeutic proteins [J].
Chow, Timothy W. ;
Wright, Matthew R. ;
Hop, Cornelis E. C. A. ;
Wong, Harvey .
XENOBIOTICA, 2019, 49 (12) :1423-1433
[10]   A single-dose, open-label, parallel, randomized, dose-proportionality study of paliperidone after intramuscular injections of paliperidone palmitate in the deltoid or gluteal muscle in patients with schizophrenia [J].
Cleton, Adriaan ;
Rossenu, Stefaan ;
Crauwels, Herta ;
Berwaerts, Joris ;
Hough, David ;
Gopal, Srihari ;
Eerdekens, Marielle ;
Vandebosch, An ;
Remmerie, Bart ;
De Meulder, Marc ;
Rosso, Clara M. .
JOURNAL OF CLINICAL PHARMACOLOGY, 2014, 54 (09) :1048-1057