Evidence mapPaperPMID 41629699Full record

ArticleJournal of pharmacokinetics and pharmacodynamics2026

Simulation-based assessment of the P-glycoprotein expression-activity relationship shows a drug and system dependency.

Daan W van Valkengoed, Vivi Rottschäfer, Elizabeth C M de Lange

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Article in Journal of pharmacokinetics and pharmacodynamics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Daan W van ValkengoedDivision of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands.ORCID http://orcid.org/0009-0006-7830-2553
Vivi RottschäferMathematical Institute, Leiden University, Leiden, The Netherlands.ORCID http://orcid.org/0000-0002-4150-3486
Elizabeth C M de LangeDivision of Systems Pharmacology and Pharmacy, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands. ecmdelange@lacdr.leidenuniv.nl.ORCID http://orcid.org/0000-0001-8303-1117

Funding

European Commission 848068
6 · The paper itself

Abstract

In vitro-in vivo extrapolation (IVIVE) of P-glycoprotein (P-gp) transporter activity bears two important assumptions: (1) P-gp expression (i.e., concentration) is linearly related to P-gp activity; and (2) this relation is drug independent. However, conflicting experimental results have been obtained about this relationship. This study therefore aimed to theoretically explore the P-gp expression-activity relationship (EAR). A P-gp membrane kinetic binding model was used to explore the P-gp EAR, and how this is impacted by different drugs as well as drug dose and initial P-gp expression. The model included passive permeability and drug interaction with P-gp described through the association (kon), dissociation (koff), and efflux rate (ke) constants. Simulations were first performed for 7 P-gp substrates, assuming an initial P-gp expression of 1000 µM and drug concentrations of 1 µM. Subsequently, the P-gp concentration was varied (2-300%) to derive the EAR. Next, to determine the impact of drug-specific and system-dependent properties on the P-gp EAR, virtual drugs varying in koff and ke were simulated, simultaneously considering different initial P-gp expressions and drug concentrations. Our simulations show that the P-gp EAR is not always linear, with the EAR showing both linear and non-linear behaviour depending on the drug. The koff/ke ratio of a drug was found to be an important determinant of the P-gp EAR, which shifted towards non-linearity for lower koff/ke ratios. Additionally, the P-gp EAR was more likely to be non-linear for higher ratios of the initial P-gp expression to drug concentration. In conclusion, this study shows that P-gp expression is not always proportional to P-gp activity, thereby explaining experimental contradictions about the EAR. This implies that using P-gp expression as single biomarker for P-gp activity needs to be reconsidered.

Indexed as

ATP Binding Cassette Transporter, Subfamily B, Member 1Models, BiologicalAnimalsComputer SimulationDose-Response Relationship, DrugHumansKineticsPharmaceutical PreparationsATP Binding Cassette Transporter, Subfamily B, Member 1Pharmaceutical PreparationsBBBExpression-activityIVIVEKinetic modellingP-glycoprotein

Identifiers

PMID41629699
PMCPMC12864343

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.