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Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir
Background: Ganciclovir and valganciclovir are used for prophylaxis and treatment of cytomegalovirus infection. However, there is great interindividual variability in ganciclovir’s pharmacokinetics (PK), highlighting the importance of individualized dosing. To facilitate model-informed precision dos...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386724/ https://www.ncbi.nlm.nih.gov/pubmed/37513988 http://dx.doi.org/10.3390/pharmaceutics15071801 |
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author | Yang, Wenyu Mak, Wenyao Gwee, Amanda Gu, Meng Wu, Yue Shi, Yufei He, Qingfeng Xiang, Xiaoqiang Han, Bing Zhu, Xiao |
author_facet | Yang, Wenyu Mak, Wenyao Gwee, Amanda Gu, Meng Wu, Yue Shi, Yufei He, Qingfeng Xiang, Xiaoqiang Han, Bing Zhu, Xiao |
author_sort | Yang, Wenyu |
collection | PubMed |
description | Background: Ganciclovir and valganciclovir are used for prophylaxis and treatment of cytomegalovirus infection. However, there is great interindividual variability in ganciclovir’s pharmacokinetics (PK), highlighting the importance of individualized dosing. To facilitate model-informed precision dosing (MIPD), this study aimed to establish a parametric model repository of ganciclovir and valganciclovir by summarizing existing population pharmacokinetic information and analyzing the sources of variability. (2) Methods: A total of four databases were searched for published population PK models. We replicated these models, evaluated the impact of covariates on clearance, calculated the probability of target attainment for each model based on a predetermined dosing regimen, and developed an area under the concentration–time curve (AUC) calculator using maximum a posteriori Bayesian estimation. (3) Results: A total of 16 models, one- or two-compartment models, were included. The most significant covariates were body size (weight and body surface area) and renal function. The results show that 5 mg/kg/12 h of ganciclovir could make the AUC(0–24h) within 40–80 mg·h/L for 50.03% pediatrics but cause AUC(0–24h) exceeding the exposure thresholds for toxicity (120 mg·h/L) in 51.24% adults. (4) Conclusions: Dosing regimens of ganciclovir and valganciclovir should be adjusted according to body size and renal function. This model repository has a broad range of potential applications in MIPD. |
format | Online Article Text |
id | pubmed-10386724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103867242023-07-30 Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir Yang, Wenyu Mak, Wenyao Gwee, Amanda Gu, Meng Wu, Yue Shi, Yufei He, Qingfeng Xiang, Xiaoqiang Han, Bing Zhu, Xiao Pharmaceutics Article Background: Ganciclovir and valganciclovir are used for prophylaxis and treatment of cytomegalovirus infection. However, there is great interindividual variability in ganciclovir’s pharmacokinetics (PK), highlighting the importance of individualized dosing. To facilitate model-informed precision dosing (MIPD), this study aimed to establish a parametric model repository of ganciclovir and valganciclovir by summarizing existing population pharmacokinetic information and analyzing the sources of variability. (2) Methods: A total of four databases were searched for published population PK models. We replicated these models, evaluated the impact of covariates on clearance, calculated the probability of target attainment for each model based on a predetermined dosing regimen, and developed an area under the concentration–time curve (AUC) calculator using maximum a posteriori Bayesian estimation. (3) Results: A total of 16 models, one- or two-compartment models, were included. The most significant covariates were body size (weight and body surface area) and renal function. The results show that 5 mg/kg/12 h of ganciclovir could make the AUC(0–24h) within 40–80 mg·h/L for 50.03% pediatrics but cause AUC(0–24h) exceeding the exposure thresholds for toxicity (120 mg·h/L) in 51.24% adults. (4) Conclusions: Dosing regimens of ganciclovir and valganciclovir should be adjusted according to body size and renal function. This model repository has a broad range of potential applications in MIPD. MDPI 2023-06-23 /pmc/articles/PMC10386724/ /pubmed/37513988 http://dx.doi.org/10.3390/pharmaceutics15071801 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yang, Wenyu Mak, Wenyao Gwee, Amanda Gu, Meng Wu, Yue Shi, Yufei He, Qingfeng Xiang, Xiaoqiang Han, Bing Zhu, Xiao Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title | Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title_full | Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title_fullStr | Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title_full_unstemmed | Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title_short | Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir |
title_sort | establishment and evaluation of a parametric population pharmacokinetic model repository for ganciclovir and valganciclovir |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386724/ https://www.ncbi.nlm.nih.gov/pubmed/37513988 http://dx.doi.org/10.3390/pharmaceutics15071801 |
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