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Development of a Physiologically Based Pharmacokinetic/Pharmacodynamic Model to Predict the Impact of Genetic Polymorphisms on the Pharmacokinetics and Pharmacodynamics Represented by Receptor/Transporter Occupancy of Central Nervous System Drugs
- Source :
- Clinical Pharmacokinetics. 55:957-969
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- Genetic polymorphisms are major determinants of individual variability in a drug's efficacy and safety, which is one of the main challenges in current clinical practice and drug development. The aim of this work was to develop a physiologically based pharmacokinetic (PBPK)/pharmacodynamic (PD) model to predict changes in the PK parameters associated with genetic polymorphisms and the impact of these changes on drugs' PD effect.We developed PBPK models for two central nervous system (CNS) medications, namely quetiapine and fluvoxamine that are substrates for polymorphic enzymes by incorporating the corresponding alterations in the enzyme activity and/or abundance. Then, the PBPK models were linked to PD models to predict the influence of these changes on the drugs' PD effect.Application of the PBPK models for prediction of phenotypic differences in the PKs compared favorably with reported clinical data. In addition, the PBPK/PD models were able to describe the relationship between the drugs' PD effect and their unbound fractions in the brain and predict changes in receptor/transporter occupancy percentages, obtained from positron emission tomography occupancy studies, associated with genetic variations.This work provides a simplified approach to predict the influence of genetic polymorphisms on the PK parameters and associated PD effect for CNS drugs. The impact of these polymorphisms on the drugs' PD requires further in vivo validation.
- Subjects :
- Drug
Physiologically based pharmacokinetic modelling
media_common.quotation_subject
Fluvoxamine
Pharmacology
Models, Biological
030226 pharmacology & pharmacy
Quetiapine Fumarate
03 medical and health sciences
0302 clinical medicine
Pharmacokinetics
Predictive Value of Tests
medicine
Humans
Pharmacology (medical)
Neurotransmitter metabolism
media_common
Polymorphism, Genetic
Dose-Response Relationship, Drug
business.industry
Transporter
Models, Theoretical
Receptors, Neurotransmitter
Drug development
Pharmacodynamics
sense organs
business
030217 neurology & neurosurgery
Central Nervous System Agents
medicine.drug
Subjects
Details
- ISSN :
- 11791926 and 03125963
- Volume :
- 55
- Database :
- OpenAIRE
- Journal :
- Clinical Pharmacokinetics
- Accession number :
- edsair.doi.dedup.....59154444bab84ac85fb81142ff3e29cc
- Full Text :
- https://doi.org/10.1007/s40262-016-0367-6