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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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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 |
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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 |
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