Evidence map›Paper›PMID 41392742›Full record

ArticleCPT: pharmacometrics & systems pharmacology2026

Evaluating Model-Based Extrapolation of Plasma Exposure for Long-Acting Injectable Products: From Single- to Multiple-Dose Trials.

D Esther Lubberts, Douglas J Eleveld, Laurens F M Verscheijden, Pieter J Colin, Jeroen V Koomen

Abstract read
In one paragraph

Article in CPT: pharmacometrics & systems pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. Article
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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

5 authors.

D Esther LubbertsDepartment of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.ORCID 0009-0005-5871-1950
Douglas J EleveldDepartment of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.ORCID 0000-0002-0340-3847
Laurens F M VerscheijdenDepartment of Pharmacology, Toxicology and Kinetics, Dutch Medicines Evaluation Board, Utrecht, the Netherlands.ORCID 0000-0003-0303-898X
Pieter J ColinDepartment of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.ORCID 0000-0003-3616-5539
Jeroen V KoomenDepartment of Anesthesiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.ORCID 0000-0001-7253-3998

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Long-acting injectable medicinal products (LAIs) prolong drug release and thereby aim to enhance adherence and patient outcomes. European regulatory guidelines require the conduct of single- and multiple-dose trials to exclude differences in drug release between non-steady and steady state conditions. The complexity of these trials may however hamper the development of LAIs. This study aimed to examine whether drug release is different after single- and multiple-dose administration using clinical pharmacokinetic (PK) data of a sample of five regulatory-approved LAIs. Single- and multiple-dose data were extracted from an internal regulatory database. Population pharmacokinetic models with different absorption structures were developed using nonlinear mixed-effect modeling based on the single-dose data of every LAI. The best-fitting models were used to predict the pharmacokinetic profiles after multiple-dose administration. The absorption of LAIs after single-dose administration was best described with (parallel) first-order absorption structures (with and without lag-time). After multiple-dose administration, the mean model accuracy was 93% (minimum to maximum: 70%-122%), and 7 out of 10 observed pharmacokinetic variables (i.e., area under the plasma concentration-time curve, minimum and maximum concentration) met the pre-specified acceptance criteria. In conclusion, multiple-dose PK characteristics can be predicted using models developed from single-dose PK data, which indicates that drug release may not be very different between dosing conditions in this sample of regulatory-approved LAIs. Nevertheless, additional studies on other LAIs are required to test the generalizability of our findings and to increase our understanding of the limitations of the proposed model-based approach vis-à-vis the current evidentiary standard.

Indexed as

Delayed-Action PreparationsModels, BiologicalArea Under CurveDose-Response Relationship, DrugDrug LiberationFemaleHumansInjectionsMaleDelayed-Action Preparationsbioequivalencemodel‐based drug developmentmodelingpharmacokineticspharmacometricspopulation pharmacokineticsregulatorysimulation

Identifiers

PMID41392742
PMCPMC12823778

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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 OpenQuestion graph.