Establishment and Evaluation of a Parametric Population Pharmacokinetic Model Repository for Ganciclovir and Valganciclovir

Author:

Yang Wenyu12ORCID,Mak Wenyao1ORCID,Gwee Amanda345,Gu Meng12,Wu Yue6,Shi Yufei1ORCID,He Qingfeng1ORCID,Xiang Xiaoqiang1ORCID,Han Bing2,Zhu Xiao1ORCID

Affiliation:

1. Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, Shanghai 201203, China

2. Department of Pharmacy, Minhang Hospital, Fudan University, Shanghai 201199, China

3. Department of General Medicine, Royal Children’s Hospital, Parkville, VIC 3052, Australia

4. Infectious Diseases Group, Murdoch Children’s Research Institute, Parkville, VIC 3052, Australia

5. Department of Paediatrics, The University of Melbourne, Parkville, VIC 3010, Australia

6. Department of Clinical Pharmacy, Shenzhen Children’s Hospital Affiliated to Shantou University Medical College, Shenzhen 518038, China

Abstract

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 AUC0–24h within 40–80 mg·h/L for 50.03% pediatrics but cause AUC0–24h 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.

Funder

Fudan University Scientific Research Foundation for Talented Scholars

National Natural Science Foundation of China

Shanghai Municipal Health Commission Clinical Research Youth Project

Publisher

MDPI AG

Subject

Pharmaceutical Science

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