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A repository of protein abundance data of drug metabolizing enzymes and transporters for applications in physiologically based pharmacokinetic (PBPK) modelling and simulation.
- Source :
-
Scientific reports [Sci Rep] 2019 Jul 04; Vol. 9 (1), pp. 9709. Date of Electronic Publication: 2019 Jul 04. - Publication Year :
- 2019
-
Abstract
- Population factors such as age, gender, ethnicity, genotype and disease state can cause inter-individual variability in pharmacokinetic (PK) profile of drugs. Primarily, this variability arises from differences in abundance of drug metabolizing enzymes and transporters (DMET) among individuals and/or groups. Hence, availability of compiled data on abundance of DMET proteins in different populations can be useful for developing physiologically based pharmacokinetic (PBPK) models. The latter are routinely employed for prediction of PK profiles and drug interactions during drug development and in case of special populations, where clinical studies either are not feasible or have ethical concerns. Therefore, the main aim of this work was to develop a repository of literature-reported DMET abundance data in various human tissues, which included compilation of information on sample size, technique(s) involved, and the demographic factors. The collation of literature reported data revealed high inter-laboratory variability in abundance of DMET proteins. We carried out unbiased meta-analysis to obtain weighted mean and percent coefficient of variation (%CV) values. The obtained %CV values were then integrated into a PBPK model to highlight the variability in drug PK in healthy adults, taking lamotrigine as a model drug. The validated PBPK model was extrapolated to predict PK of lamotrigine in paediatric and hepatic impaired populations. This study thus exemplifies importance of the DMET protein abundance database, and use of determined values of weighted mean and %CV after meta-analysis in PBPK modelling for the prediction of PK of drugs in healthy and special populations.
- Subjects :
- Adult
Calcium Channel Blockers administration & dosage
Calcium Channel Blockers pharmacokinetics
Child
Child, Preschool
Drug Interactions
Humans
Lamotrigine administration & dosage
Liver Diseases drug therapy
Metabolic Clearance Rate
Tissue Distribution
Computer Simulation
Databases, Factual
Inactivation, Metabolic drug effects
Lamotrigine pharmacokinetics
Liver Diseases metabolism
Membrane Transport Proteins metabolism
Models, Biological
Pharmaceutical Preparations metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 9
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 31273226
- Full Text :
- https://doi.org/10.1038/s41598-019-45778-9