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Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban
BACKGROUND: Venous thromboembolism has been increasingly recognised as a clinical problem in the paediatric population. Guideline recommendations for antithrombotic therapy in paediatric patients are based mainly on extrapolation from adult clinical trial data, owing to the limited number of clinica...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3889826/ https://www.ncbi.nlm.nih.gov/pubmed/23912563 http://dx.doi.org/10.1007/s40262-013-0090-5 |
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author | Willmann, Stefan Becker, Corina Burghaus, Rolf Coboeken, Katrin Edginton, Andrea Lippert, Jörg Siegmund, Hans-Ulrich Thelen, Kirstin Mück, Wolfgang |
author_facet | Willmann, Stefan Becker, Corina Burghaus, Rolf Coboeken, Katrin Edginton, Andrea Lippert, Jörg Siegmund, Hans-Ulrich Thelen, Kirstin Mück, Wolfgang |
author_sort | Willmann, Stefan |
collection | PubMed |
description | BACKGROUND: Venous thromboembolism has been increasingly recognised as a clinical problem in the paediatric population. Guideline recommendations for antithrombotic therapy in paediatric patients are based mainly on extrapolation from adult clinical trial data, owing to the limited number of clinical trials in paediatric populations. The oral, direct Factor Xa inhibitor rivaroxaban has been approved in adult patients for several thromboembolic disorders, and its well-defined pharmacokinetic and pharmacodynamic characteristics and efficacy and safety profiles in adults warrant further investigation of this agent in the paediatric population. OBJECTIVE: The objective of this study was to develop and qualify a physiologically based pharmacokinetic (PBPK) model for rivaroxaban doses of 10 and 20 mg in adults and to scale this model to the paediatric population (0–18 years) to inform the dosing regimen for a clinical study of rivaroxaban in paediatric patients. METHODS: Experimental data sets from phase I studies supported the development and qualification of an adult PBPK model. This adult PBPK model was then scaled to the paediatric population by including anthropometric and physiological information, age-dependent clearance and age-dependent protein binding. The pharmacokinetic properties of rivaroxaban in virtual populations of children were simulated for two body weight-related dosing regimens equivalent to 10 and 20 mg once daily in adults. The quality of the model was judged by means of a visual predictive check. Subsequently, paediatric simulations of the area under the plasma concentration–time curve (AUC), maximum (peak) plasma drug concentration (C (max)) and concentration in plasma after 24 h (C (24h)) were compared with the adult reference simulations. RESULTS: Simulations for AUC, C (max) and C (24h) throughout the investigated age range largely overlapped with values obtained for the corresponding dose in the adult reference simulation for both body weight-related dosing regimens. However, pharmacokinetic values in infants and preschool children (body weight <40 kg) were lower than the 90 % confidence interval threshold of the adult reference model and, therefore, indicated that doses in these groups may need to be increased to achieve the same plasma levels as in adults. For children with body weight between 40 and 70 kg, simulated plasma pharmacokinetic parameters (C (max), C (24h) and AUC) overlapped with the values obtained in the corresponding adult reference simulation, indicating that body weight-related exposure was similar between these children and adults. In adolescents of >70 kg body weight, the simulated 90 % prediction interval values of AUC and C (24h) were much higher than the 90 % confidence interval of the adult reference population, owing to the weight-based simulation approach, but for these patients rivaroxaban would be administered at adult fixed doses of 10 and 20 mg. CONCLUSION: The paediatric PBPK model developed here allowed an exploratory analysis of the pharmacokinetics of rivaroxaban in children to inform the dosing regimen for a clinical study in paediatric patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s40262-013-0090-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-3889826 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-38898262014-01-14 Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban Willmann, Stefan Becker, Corina Burghaus, Rolf Coboeken, Katrin Edginton, Andrea Lippert, Jörg Siegmund, Hans-Ulrich Thelen, Kirstin Mück, Wolfgang Clin Pharmacokinet Original Research Article BACKGROUND: Venous thromboembolism has been increasingly recognised as a clinical problem in the paediatric population. Guideline recommendations for antithrombotic therapy in paediatric patients are based mainly on extrapolation from adult clinical trial data, owing to the limited number of clinical trials in paediatric populations. The oral, direct Factor Xa inhibitor rivaroxaban has been approved in adult patients for several thromboembolic disorders, and its well-defined pharmacokinetic and pharmacodynamic characteristics and efficacy and safety profiles in adults warrant further investigation of this agent in the paediatric population. OBJECTIVE: The objective of this study was to develop and qualify a physiologically based pharmacokinetic (PBPK) model for rivaroxaban doses of 10 and 20 mg in adults and to scale this model to the paediatric population (0–18 years) to inform the dosing regimen for a clinical study of rivaroxaban in paediatric patients. METHODS: Experimental data sets from phase I studies supported the development and qualification of an adult PBPK model. This adult PBPK model was then scaled to the paediatric population by including anthropometric and physiological information, age-dependent clearance and age-dependent protein binding. The pharmacokinetic properties of rivaroxaban in virtual populations of children were simulated for two body weight-related dosing regimens equivalent to 10 and 20 mg once daily in adults. The quality of the model was judged by means of a visual predictive check. Subsequently, paediatric simulations of the area under the plasma concentration–time curve (AUC), maximum (peak) plasma drug concentration (C (max)) and concentration in plasma after 24 h (C (24h)) were compared with the adult reference simulations. RESULTS: Simulations for AUC, C (max) and C (24h) throughout the investigated age range largely overlapped with values obtained for the corresponding dose in the adult reference simulation for both body weight-related dosing regimens. However, pharmacokinetic values in infants and preschool children (body weight <40 kg) were lower than the 90 % confidence interval threshold of the adult reference model and, therefore, indicated that doses in these groups may need to be increased to achieve the same plasma levels as in adults. For children with body weight between 40 and 70 kg, simulated plasma pharmacokinetic parameters (C (max), C (24h) and AUC) overlapped with the values obtained in the corresponding adult reference simulation, indicating that body weight-related exposure was similar between these children and adults. In adolescents of >70 kg body weight, the simulated 90 % prediction interval values of AUC and C (24h) were much higher than the 90 % confidence interval of the adult reference population, owing to the weight-based simulation approach, but for these patients rivaroxaban would be administered at adult fixed doses of 10 and 20 mg. CONCLUSION: The paediatric PBPK model developed here allowed an exploratory analysis of the pharmacokinetics of rivaroxaban in children to inform the dosing regimen for a clinical study in paediatric patients. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s40262-013-0090-5) contains supplementary material, which is available to authorized users. Springer International Publishing 2013-08-03 2014 /pmc/articles/PMC3889826/ /pubmed/23912563 http://dx.doi.org/10.1007/s40262-013-0090-5 Text en © The Author(s) 2013 https://creativecommons.org/licenses/by-nc/2.5/ Open AccessThis article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Original Research Article Willmann, Stefan Becker, Corina Burghaus, Rolf Coboeken, Katrin Edginton, Andrea Lippert, Jörg Siegmund, Hans-Ulrich Thelen, Kirstin Mück, Wolfgang Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title | Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title_full | Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title_fullStr | Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title_full_unstemmed | Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title_short | Development of a Paediatric Population-Based Model of the Pharmacokinetics of Rivaroxaban |
title_sort | development of a paediatric population-based model of the pharmacokinetics of rivaroxaban |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3889826/ https://www.ncbi.nlm.nih.gov/pubmed/23912563 http://dx.doi.org/10.1007/s40262-013-0090-5 |
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