Cargando…

The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia

The narrow therapeutic index and large inter-individual variability in sirolimus pharmacokinetics (PK) make therapeutic drug monitoring (TDM) necessary. Factors responsible for PK variability are not well understood, and published PK studies do not include pediatric patients with immune cytopenia. T...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheng, Xiaoling, Zhao, Yiming, Gu, Hao, Zhao, Libo, Zang, Yannan, Wang, Xiaoling, Wu, Runhui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7388097/
https://www.ncbi.nlm.nih.gov/pubmed/32720540
http://dx.doi.org/10.1177/2058738420934936
_version_ 1783564247273308160
author Cheng, Xiaoling
Zhao, Yiming
Gu, Hao
Zhao, Libo
Zang, Yannan
Wang, Xiaoling
Wu, Runhui
author_facet Cheng, Xiaoling
Zhao, Yiming
Gu, Hao
Zhao, Libo
Zang, Yannan
Wang, Xiaoling
Wu, Runhui
author_sort Cheng, Xiaoling
collection PubMed
description The narrow therapeutic index and large inter-individual variability in sirolimus pharmacokinetics (PK) make therapeutic drug monitoring (TDM) necessary. Factors responsible for PK variability are not well understood, and published PK studies do not include pediatric patients with immune cytopenia. The objective of this study was to characterize the PK of sirolimus in pediatric patients with immune cytopenia and to develop a population PK model in Chinese children and evaluate its utility for dose individualization. A total of 27 children with either acquired or congenital immune cytopenia aged 8.16 ± 3.60 years (range: 1–15 years) were included. TDM data for sirolimus were collected. The population PK model of sirolimus was described using the nonlinear mixed-effects modeling (Phoenix NLME 1.3 software) approach. Covariate analysis was applied to select candidate factors associated with PK parameters. The final model was validated using bootstrap (1000 runs) and visual predictive check (VPC) method. A one-compartment model with first-order absorption and elimination was developed. The outcome parameters were as follows: apparent clearance (CL/F) 5.63 L/h, apparent distribution volume (V/F) 144.16 L. Inter-individual variabilities for CL/F and V/F were 3.53% and 7.27%, respectively. The intra-individual variability of proportional error model was 22.45%. The covariate test found that body weight and total bilirubin were strongly associated with clearance; however, we did not find the relevance between the covariate and volume of distribution of sirolimus. Personalized dosage regimens were provided based on Bayesian method. The oral dose should be adjusted according to weight and total bilirubin. This is the first study to describe a population PK model of sirolimusin pediatric patients with immune cytopenia. Population pharmacokinetic (PPK) model–based dose individualization of sirolimus and the design of future clinical studies in children will be facilitated by the developed model in this study.
format Online
Article
Text
id pubmed-7388097
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-73880972020-08-10 The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia Cheng, Xiaoling Zhao, Yiming Gu, Hao Zhao, Libo Zang, Yannan Wang, Xiaoling Wu, Runhui Int J Immunopathol Pharmacol Original Research Article The narrow therapeutic index and large inter-individual variability in sirolimus pharmacokinetics (PK) make therapeutic drug monitoring (TDM) necessary. Factors responsible for PK variability are not well understood, and published PK studies do not include pediatric patients with immune cytopenia. The objective of this study was to characterize the PK of sirolimus in pediatric patients with immune cytopenia and to develop a population PK model in Chinese children and evaluate its utility for dose individualization. A total of 27 children with either acquired or congenital immune cytopenia aged 8.16 ± 3.60 years (range: 1–15 years) were included. TDM data for sirolimus were collected. The population PK model of sirolimus was described using the nonlinear mixed-effects modeling (Phoenix NLME 1.3 software) approach. Covariate analysis was applied to select candidate factors associated with PK parameters. The final model was validated using bootstrap (1000 runs) and visual predictive check (VPC) method. A one-compartment model with first-order absorption and elimination was developed. The outcome parameters were as follows: apparent clearance (CL/F) 5.63 L/h, apparent distribution volume (V/F) 144.16 L. Inter-individual variabilities for CL/F and V/F were 3.53% and 7.27%, respectively. The intra-individual variability of proportional error model was 22.45%. The covariate test found that body weight and total bilirubin were strongly associated with clearance; however, we did not find the relevance between the covariate and volume of distribution of sirolimus. Personalized dosage regimens were provided based on Bayesian method. The oral dose should be adjusted according to weight and total bilirubin. This is the first study to describe a population PK model of sirolimusin pediatric patients with immune cytopenia. Population pharmacokinetic (PPK) model–based dose individualization of sirolimus and the design of future clinical studies in children will be facilitated by the developed model in this study. SAGE Publications 2020-07-28 /pmc/articles/PMC7388097/ /pubmed/32720540 http://dx.doi.org/10.1177/2058738420934936 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research Article
Cheng, Xiaoling
Zhao, Yiming
Gu, Hao
Zhao, Libo
Zang, Yannan
Wang, Xiaoling
Wu, Runhui
The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title_full The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title_fullStr The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title_full_unstemmed The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title_short The first study in pediatric: Population pharmacokinetics of sirolimus and its application in Chinese children with immune cytopenia
title_sort first study in pediatric: population pharmacokinetics of sirolimus and its application in chinese children with immune cytopenia
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7388097/
https://www.ncbi.nlm.nih.gov/pubmed/32720540
http://dx.doi.org/10.1177/2058738420934936
work_keys_str_mv AT chengxiaoling thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zhaoyiming thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT guhao thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zhaolibo thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zangyannan thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT wangxiaoling thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT wurunhui thefirststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT chengxiaoling firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zhaoyiming firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT guhao firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zhaolibo firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT zangyannan firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT wangxiaoling firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia
AT wurunhui firststudyinpediatricpopulationpharmacokineticsofsirolimusanditsapplicationinchinesechildrenwithimmunecytopenia