Physiologically Based Pharmacokinetic Modelling to Identify Physiological and Drug Parameters Driving Pharmacokinetics in Obese Individuals.

Details

Ressource 1Download: 36571702_BIB_D73E02992F11.pdf (2758.18 [Ko])
State: Public
Version: Final published version
License: CC BY-NC 4.0
Serval ID
serval:BIB_D73E02992F11
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Physiologically Based Pharmacokinetic Modelling to Identify Physiological and Drug Parameters Driving Pharmacokinetics in Obese Individuals.
Journal
Clinical pharmacokinetics
Author(s)
Berton M., Bettonte S., Stader F., Battegay M., Marzolini C.
ISSN
1179-1926 (Electronic)
ISSN-L
0312-5963
Publication state
Published
Issued date
02/2023
Peer-reviewed
Oui
Volume
62
Number
2
Pages
277-295
Language
english
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: ppublish
Abstract
Obese individuals are often underrepresented in clinical trials, leading to a lack of dosing guidance.
This study aimed to investigate which physiological parameters and drug properties determine drug disposition changes in obese using our physiologically based pharmacokinetic (PBPK) framework, informed with obese population characteristics.
Simulations were performed for ten drugs with clinical data in obese (i.e., midazolam, triazolam, caffeine, chlorzoxazone, acetaminophen, lorazepam, propranolol, amikacin, tobramycin, and glimepiride). PBPK drug models were developed and verified first against clinical data in non-obese (body mass index (BMI) ≤ 30 kg/m <sup>2</sup> ) and subsequently in obese (BMI ≥ 30 kg/m <sup>2</sup> ) without changing any drug parameters. Additionally, the PBPK model was used to study the effect of obesity on the pharmacokinetic parameters by simulating drug disposition across BMI, starting from 20 up to 60 kg/m <sup>2</sup> .
Predicted pharmacokinetic parameters were within 1.25-fold (71.5%), 1.5-fold (21.5%) and twofold (7%) of clinical data. On average, clearance increased by 1.6% per BMI unit up to 64% for a BMI of 60 kg/m <sup>2</sup> , which was explained by the increased hepatic and renal blood flows. Volume of distribution increased for all drugs up to threefold for a BMI of 60 kg/m <sup>2</sup> ; this change was driven by pK <sub>a</sub> for ionized drugs and logP for neutral and unionized drugs. C <sub>max</sub> decreased similarly across all drugs while t <sub>max</sub> remained unchanged.
Both physiological changes and drug properties impact drug pharmacokinetics in obese subjects. Clearance increases due to enhanced hepatic and renal blood flows. Volume of distribution is higher for all drugs, with differences among drugs depending on their pK <sub>a</sub> /logP.
Keywords
Humans, Obesity/drug therapy, Midazolam, Caffeine, Propranolol, Body Mass Index, Models, Biological, Pharmacokinetics, Computer Simulation
Pubmed
Web of science
Open Access
Yes
Funding(s)
Swiss National Science Foundation / 188504
Create date
25/08/2023 5:17
Last modification date
06/08/2024 6:02
Usage data