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

Author:

Bettonte Sara12ORCID,Berton Mattia12ORCID,Battegay Manuel12ORCID,Stader Felix3ORCID,Marzolini Catia1245ORCID

Affiliation:

1. Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research University Hospital Basel Basel Switzerland

2. Faculty of Medicine University of Basel Basel Switzerland

3. Certara UK Limited Sheffield UK

4. Department of Molecular and Clinical Pharmacology University of Liverpool Liverpool UK

5. Service and Laboratory of Clinical Pharmacology, Department of Laboratory Medicine and Pathology University Hospital Lausanne and University of Lausanne Lausanne Switzerland

Abstract

AbstractThere 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® 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.

Funder

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung

Publisher

Wiley

Reference57 articles.

1. Strengths, weaknesses, opportunities and challenges for long acting injectable therapies: Insights for applications in HIV therapy

2. Model‐Informed Drug Development for Long‐Acting Injectable Products: Summary of American College of Clinical Pharmacology Symposium

3. What is the significance of the pharmacokinetic profile and potential drug–drug interactions of long-acting intramuscular cabotegravir and rilpivirine?

4. U.S. Food and Drug Administration.Physiologically based pharmacokinetic analyses: guidance for industry.https://www.fda.gov/files/drugs/published/Physiologically‐Based‐Pharmacokinetic‐Analyses‐%E2%80%94‐Format‐and‐Content‐Guidance‐for‐Industry.pdf. Accessed August 2023.2018.

5. European Medicines Agency.Guideline on the reporting of physiologically based pharmacokinetic (PBPK) modelling and simulation.https://www.ema.europa.eu/en/documents/scientific‐guideline/guideline‐reporting‐physiologically‐based‐pharmacokinetic‐pbpk‐modelling‐simulation_en.pdf. Accessed August 2023.2018.

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