Development and Application of a Mechanistic Pharmacokinetic Model for Simvastatin and its Active Metabolite Simvastatin Acid Using an Integrated Population PBPK Approach
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.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The CYP3A4 contribution to SVA elimination has not been reported in previous published simvastatin PBPK models.
“The CYP3A4 contribution to SVA elimination has not been reported in previous published simvastatin PBPK models. 48 , 49”
From Does the choice of applied physiologically‐based pharmacokinetics platform matter? A case study on simvastatin disposition and drug–drug interaction (2022) · cites this paper as [49]
Cites
<i>SLCO1B1</i> Variants and Statin-Induced Myopathy — A Genomewide Study
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0801936 · Cited by 2,043 · see citing works
Human skeletal muscle drug transporters determine local exposure and toxicity of statins
Knauer, M. J., Urquhart, B. L., Meyer zu Schwabedissen, H. E., Schwarz, U. I., Lemke, C. J., Leake, B. F., Kim, R. B., & Tirona, R. G. (2010) · Circulation Research · doi:10.1161/circresaha.109.203596 · Cited by 222 · see citing works
Tsamandouras, N., Dickinson, G., Guo, Y., Hall, S., Rostami-Hodjegan, A., Galetin, A., & Aarons, L. (2014) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2014.55 · Cited by 68 · see citing works
Self-citationInterconversion Pharmacokinetics of Simvastatin and its Hydroxy Acid in Dogs: Effects of Gemfibrozil
Prueksaritanont, T., Qiu, Y., Mu, L., Michel, K., Brunner, J., Richards, K. M., & Lin, J. H. (2005) · Pharmaceutical Research · doi:10.1007/s11095-005-6037-2 · Cited by 35 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Prieto Garcia, L., Lundahl, A., Ahlström, C., Vildhede, A., Lennernäs, H., & Sjögren, E. (2022) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1002/psp4.12837 · Cited by 21 · see citing works
- 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
- Licence
- www.springer.com/tdm (tdm)
- 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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review