Cited by 64Pharmacogenetics and Drug MetabolismPharmaceutical studies and practicesStatistical Methods in Clinical Trials

Development and Application of a Mechanistic Pharmacokinetic Model for Simvastatin and its Active Metabolite Simvastatin Acid Using an Integrated Population PBPK Approach

Tsamandouras, Nikolaos, Dickinson, Gemma, Guo, Yingying, Hall, Stephen, Rostami-Hodjegan, Amin, Galetin, Aleksandra, Aarons, Leon·2015·Pharmaceutical Research

Abstract

Purpose To develop a population physiologically-based pharmacokinetic (PBPK) model for simvastatin (SV) and its active metabolite, simvastatin acid (SVA), that allows extrapolation and prediction of their concentration profiles in liver (efficacy) and muscle (toxicity). Methods SV/SVA plasma concentrations (34 healthy volunteers) were simultaneously analysed with NONMEM 7.2. The implemented mechanistic model has a complex compartmental structure allowing inter-conversion between SV and SVA in different tissues. Prior information for model parameters was extracted from different sources to construct appropriate prior distributions that support parameter estimation. The model was employed to provide predictions regarding the effects of a range of clinically important conditions on the SV and SVA disposition. Results The developed model offered a very good description of the available plasma SV/SVA data. It was also able to describe previously observed effects of an OATP1B1 polymorphism (c.521 T > C) and a range of drug-drug interactions (CYP inhibition) on SV/SVA plasma concentrations. The predicted SV/SVA liver and muscle tissue concentrations were in agreement with the clinically observed efficacy and toxicity outcomes of the investigated conditions. Conclusions A mechanistically sound SV/SVA population model with clinical applications (e.g., assessment of drug-drug interaction and myopathy risk) was developed, illustrating the advantages of an integrated population PBPK approach.

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Crossref · 10.1007/s11095-014-1581-2

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Authors
Tsamandouras, N., Dickinson, G., Guo, Y., Hall, S., Rostami-Hodjegan, A., Galetin, A., & Aarons, L.
Affiliations
  • University of Manchester (GB)
  • Eli Lilly (United States) (US)
Corresponding author
Tsamandouras, Nikolaos
Venue
Pharmaceutical Research
Published
2014-12-02
Volume
32
Issue
6
Pages
1864-1883
ISSN
  • 0724-8741 (ISSN-L)
  • 1573-904X
OpenAlex
W2060231414
Cited by
64
References
5
Citations by year
2026: 2 · 2025: 4 · 2024: 4 · 2023: 3 · 2022: 2 · 2021: 7 · 2020: 9 · 2019: 9 · 2018: 12 · 2017: 5 · 2016: 5 · 2015: 2
FWCI
4.63
Type
journal article
Language
en
Open access
closed
Locations
  • Pharmaceutical Research (publishedVersion)
  • PubMed (publishedVersion)
  • Research Explorer (The University of Manchester) (submittedVersion)
Funders
Medical Research Council (MC_G1100157)
Topics
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacogenetics and Drug Metabolism
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pharmaceutical studies and practices
  • Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
Keywords
simvastatin, simvastatin acid, population pharmacokinetic model, physiologically based pharmacokinetic modeling, drug-drug interactions, cytochrome P450 inhibition, statins
MeSH terms
Biological Availability, Drug Interactions, Humans, Liver, Models, Biological, Muscular Diseases, Pharmacogenetics, Polymorphism, Genetic, Tissue Distribution, Reproducibility of Results, Muscle, Skeletal, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Simvastatin, Organic Anion Transporters, Liver-Specific Organic Anion Transporter 1, Healthy Volunteers, Cytochrome P-450 Enzyme Inhibitors, Activation, Metabolic

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