Model-Informed Precision Dosing of Protein Kinase Inhibitors: Evaluation of Model-Averaging and Flattened Priors Methods

The benefit of the model-averaging method for the model-informed precision dosing of sunitinib and pazopanib is likely applicable to other protein kinase inhibitors. Thanks to 'mapbayr', this framework was implemented as a standalone shiny application to be used in clinical settings.

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Publication Details

Journal
Clinical Pharmacokinetics
Published
2026-03-09
DOI
https://doi.org/10.1007/s40262-026-01628-2
Primary Topic
Statistical Methods in Clinical Trials
Type
article
Field-Weighted Citation Impact
0.00

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article

Model-Informed Precision Dosing of Protein Kinase Inhibitors: Evaluation of Model-Averaging and Flattened Priors Methods

Étienne Chatelut, Florent Puisset, Laura Morvan, Félicien Le Louedec et al.
Clinical Pharmacokinetics
Statistical Methods in Clinical Trials
article

Model-Informed Precision Dosing of Protein Kinase Inhibitors: Evaluation of Model-Averaging and Flattened Priors Methods

Étienne Chatelut, Florent Puisset, Laura Morvan, Félicien Le Louedec, Christelle Vachoux, Helen Boyle, Malika Yakoubi, Frédéric Thuillier, Guilhem Roubaud, L. Mourey, F. Thomas, Mélanie White-Koning, Maud Maillard, Gwenaelle Gravis, Diego Tosi
article en

Abstract

The benefit of the model-averaging method for the model-informed precision dosing of sunitinib and pazopanib is likely applicable to other protein kinase inhibitors. Thanks to 'mapbayr', this framework was implemented as a standalone shiny application to be used in clinical settings.

Clinical Pharmacokinetics
Centre National de la Recherche Scientifique (FR), Inserm (FR), Centre de Recherches en Cancérologie de Toulouse (FR), Institut universitaire du cancer de Toulouse Oncopole (FR), Centre Léon Bérard (FR), Centre Hospitalier Universitaire de Limoges (FR), Institut Claudius Regaud (FR), Institut Bergonié (FR), Institut de Recherche en Cancérologie de Montpellier (FR), Centre de Recherche en Cancérologie de Marseille (FR), Institut Paoli-Calmettes (FR)
Université de Toulouse
Good health and well-being
Openalex Percentile: Top 33%
Statistical Methods in Clinical Trials
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Model-Informed Precision Dosing of Protein Kinase Inhibitors: Evaluation of Model-Averaging and Flattened Priors Methods — Étienne Chatelut, Florent Puisset, et al. · Clinical Pharmacokinetics (2026) | TGRS Research Map | TGRS