Evidence map›Paper›PMID 37897528›Full record

ArticleEuropean journal of clinical pharmacology2024

Limited sampling strategy and population pharmacokinetic model of mycophenolic acid in pediatric patients with systemic lupus erythematosus: application of a double gamma absorption model with SAEM algorithm.

Kévin Koloskoff, Sylvain Benito, Lucie Chambon, Frédéric Dayan, Pierre Marquet, Evelyne Jacqz-Aigrain, Jean-Baptiste Woillard

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Article in European journal of clinical pharmacology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.5field-weighted citation impact, top 16% of its field
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

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

5 citing papers in PubMed, 6 citations in OpenAlex.

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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

7 authors at 2 institutions in 1 country.

Kévin KoloskoffINSERM, University of Limoges, CHU Limoges, P&T, U1248, Limoges, France.
Sylvain BenitoEXACTCURE, Nice, France.
Lucie ChambonEXACTCURE, Nice, France.
Frédéric DayanEXACTCURE, Nice, France.
Pierre MarquetINSERM, University of Limoges, CHU Limoges, P&T, U1248, Limoges, France.
Evelyne Jacqz-AigrainDepartment of Pharmacology and Pharmacogenetics, Université Paris Cité, Hôpital Saint-Louis, Paris, France.
Jean-Baptiste WoillardINSERM, University of Limoges, CHU Limoges, P&T, U1248, Limoges, France. jean-baptiste.woillard@unilim.fr.ORCID http://orcid.org/0000-0003-1695-0695
Inserm · FRUniversité Paris Cité · FR

Funding

Association Nationale de la Recherche et de la Technologie 2021/1440
6 · The paper itself

Abstract

introductionMycophenolic acid (MPA), the active metabolite of mycophenolate mofetil (MMF), is widely used in the treatment of systemic lupus erythematosus (SLE). It has been shown that its therapeutic drug monitoring based on the area under the curve (AUC) improves treatment efficacy. MPA exhibits a complex bimodal absorption, and a double gamma distribution model has been already proposed in the past to accurately describe this phenomenon. These previous population pharmacokinetics models (POPPK) have been developed using iterative two stage Bayesian (IT2B) or non-parametric adaptive grid (NPAG) methods. However, non-linear mixed effect (NLME) approaches based on stochastic approximation expectation-maximization (SAEM) algorithms have never been published so far for this particular model. The objectives of this study were (i) to implement the double absorption gamma model in Monolix, (ii) to compare different absorption models to describe the pharmacokinetics of MMF, and (iii) to develop a limited sampling strategy (LSS) to estimate AUC in pediatric SLE patients. MATERIAL AND

methodsA data splitting of full pharmacokinetic profiles sampled in 67 children extracted either from the expert system ISBA (n = 34) or the hospital Saint Louis (n = 33) was performed into train (75%) and test (25%) sets. A POPPK was developed for MPA in the train set using a NLME and the SAEM algorithm and different absorption models were implemented and compared (first order, transit, or simple and double gamma). The best limited sampling strategy was then determined in the test set using a maximum-a-posteriori Bayesian method to estimate individual PK parameters and AUC based on three blood samples compared to the reference AUC calculated using the trapezoidal rule applied on all samples and performances were assessed in the test set.

resultsMean patient age and dose was 13 years old (5-18) and 18.1 mg/kg (7.9-47.6), respectively. MPA concentrations (764) from 107 occasions were included in the analysis. A double gamma absorption with a first-order elimination from the central compartment best fitted the data. The optimal LSS with samples at 30 min, 2 h, and 3 h post-dose exhibited good performances in the test set (mean bias - 0.32% and RMSE 21.0%).

conclusionThe POPPK developed in this study adequately estimated the MPA AUC in pediatric patients with SLE based on three samples. The double absorption gamma model developed with the SAEM algorithm showed very accurate fit and reduced computation time.

Indexed as

Lupus Erythematosus, SystemicMycophenolic AcidAdolescentAlgorithmsArea Under CurveBayes TheoremChildHumansImmunosuppressive AgentsSeizuresImmunosuppressive AgentsMycophenolic AcidDouble absorption modelMycophenolic acidPopulation pharmacokineticsSAEMSystemic lupus erythematosus

Identifiers

PMID37897528
OpenAlexW4388007457

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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.