Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics
Long-term use of imatinib is effective and well-tolerated in children with chronic myeloid leukaemia (CML) yet defining an optimal dosing regimen for imatinib in younger patients is a challenge. The potential interactions between imatinib and coadministered drugs in this “special” population also re...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2020-01-01
|
Series: | Frontiers in Pharmacology |
Subjects: | |
Online Access: | https://www.frontiersin.org/article/10.3389/fphar.2019.01672/full |
id |
doaj-3dd3254fa2494be99163bc2d7cfe3279 |
---|---|
record_format |
Article |
spelling |
doaj-3dd3254fa2494be99163bc2d7cfe32792020-11-24T22:07:34ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122020-01-011010.3389/fphar.2019.01672505568Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in PaediatricsJeffry Adiwidjaja0Alan V. Boddy1Alan V. Boddy2Andrew J. McLachlan3Sydney Pharmacy School, The University of Sydney, Sydney, NSW, AustraliaSchool of Pharmacy and Medical Sciences, University of South Australia, Adelaide, SA, AustraliaUniversity of South Australia Cancer Research Institute, University of South Australia, Adelaide, SA, AustraliaSydney Pharmacy School, The University of Sydney, Sydney, NSW, AustraliaLong-term use of imatinib is effective and well-tolerated in children with chronic myeloid leukaemia (CML) yet defining an optimal dosing regimen for imatinib in younger patients is a challenge. The potential interactions between imatinib and coadministered drugs in this “special” population also remains largely unexplored. This study implements a physiologically based pharmacokinetic (PBPK) modeling approach to investigate optimal dosing regimens and potential drug interactions with imatinib in the paediatric population. A PBPK model for imatinib was developed in the Simcyp Simulator (version 17) utilizing in silico, in vitro drug metabolism, and in vivo pharmacokinetic data and verified using an independent set of published clinical pharmacokinetic data. The model was then extrapolated to children and adolescents (aged 2–18 years) by incorporating developmental changes in organ size and maturation of drug-metabolising enzymes and plasma protein responsible for imatinib disposition. The PBPK model described imatinib pharmacokinetics in adult and paediatric populations and predicted drug interaction with carbamazepine, a cytochrome P450 (CYP)3A4 and 2C8 inducer, with a good accuracy (evaluated by visual inspections of the simulation results and predicted pharmacokinetic parameters that were within 1.25-fold of the clinically observed values). The PBPK simulation suggests that the optimal dosing regimen range for imatinib is 230–340 mg/m2/d in paediatrics, which is supported by the recommended initial dose for treatment of childhood CML. The simulations also highlighted that children and adults being treated with imatinib have similar vulnerability to CYP modulations. A PBPK model for imatinib was successfully developed with an excellent performance in predicting imatinib pharmacokinetics across age groups. This PBPK model is beneficial to guide optimal dosing regimens for imatinib and predict drug interactions with CYP modulators in the paediatric population.https://www.frontiersin.org/article/10.3389/fphar.2019.01672/fullimatinibphysiologically based pharmacokinetic (PBPK)simulationpaediatricsdrug interactions |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jeffry Adiwidjaja Alan V. Boddy Alan V. Boddy Andrew J. McLachlan |
spellingShingle |
Jeffry Adiwidjaja Alan V. Boddy Alan V. Boddy Andrew J. McLachlan Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics Frontiers in Pharmacology imatinib physiologically based pharmacokinetic (PBPK) simulation paediatrics drug interactions |
author_facet |
Jeffry Adiwidjaja Alan V. Boddy Alan V. Boddy Andrew J. McLachlan |
author_sort |
Jeffry Adiwidjaja |
title |
Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics |
title_short |
Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics |
title_full |
Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics |
title_fullStr |
Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics |
title_full_unstemmed |
Implementation of a Physiologically Based Pharmacokinetic Modeling Approach to Guide Optimal Dosing Regimens for Imatinib and Potential Drug Interactions in Paediatrics |
title_sort |
implementation of a physiologically based pharmacokinetic modeling approach to guide optimal dosing regimens for imatinib and potential drug interactions in paediatrics |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Pharmacology |
issn |
1663-9812 |
publishDate |
2020-01-01 |
description |
Long-term use of imatinib is effective and well-tolerated in children with chronic myeloid leukaemia (CML) yet defining an optimal dosing regimen for imatinib in younger patients is a challenge. The potential interactions between imatinib and coadministered drugs in this “special” population also remains largely unexplored. This study implements a physiologically based pharmacokinetic (PBPK) modeling approach to investigate optimal dosing regimens and potential drug interactions with imatinib in the paediatric population. A PBPK model for imatinib was developed in the Simcyp Simulator (version 17) utilizing in silico, in vitro drug metabolism, and in vivo pharmacokinetic data and verified using an independent set of published clinical pharmacokinetic data. The model was then extrapolated to children and adolescents (aged 2–18 years) by incorporating developmental changes in organ size and maturation of drug-metabolising enzymes and plasma protein responsible for imatinib disposition. The PBPK model described imatinib pharmacokinetics in adult and paediatric populations and predicted drug interaction with carbamazepine, a cytochrome P450 (CYP)3A4 and 2C8 inducer, with a good accuracy (evaluated by visual inspections of the simulation results and predicted pharmacokinetic parameters that were within 1.25-fold of the clinically observed values). The PBPK simulation suggests that the optimal dosing regimen range for imatinib is 230–340 mg/m2/d in paediatrics, which is supported by the recommended initial dose for treatment of childhood CML. The simulations also highlighted that children and adults being treated with imatinib have similar vulnerability to CYP modulations. A PBPK model for imatinib was successfully developed with an excellent performance in predicting imatinib pharmacokinetics across age groups. This PBPK model is beneficial to guide optimal dosing regimens for imatinib and predict drug interactions with CYP modulators in the paediatric population. |
topic |
imatinib physiologically based pharmacokinetic (PBPK) simulation paediatrics drug interactions |
url |
https://www.frontiersin.org/article/10.3389/fphar.2019.01672/full |
work_keys_str_mv |
AT jeffryadiwidjaja implementationofaphysiologicallybasedpharmacokineticmodelingapproachtoguideoptimaldosingregimensforimatinibandpotentialdruginteractionsinpaediatrics AT alanvboddy implementationofaphysiologicallybasedpharmacokineticmodelingapproachtoguideoptimaldosingregimensforimatinibandpotentialdruginteractionsinpaediatrics AT alanvboddy implementationofaphysiologicallybasedpharmacokineticmodelingapproachtoguideoptimaldosingregimensforimatinibandpotentialdruginteractionsinpaediatrics AT andrewjmclachlan implementationofaphysiologicallybasedpharmacokineticmodelingapproachtoguideoptimaldosingregimensforimatinibandpotentialdruginteractionsinpaediatrics |
_version_ |
1725819813756928000 |