Maximum likelihood estimation of renal transporter ontogeny profiles for pediatric PBPK modeling
Publication year
2024Source
Cpt Pharmacometrics and Systems Pharmacology, 13, 4, (2024), pp. 576-588ISSN
Publication type
Article / Letter to editor
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Organization
Pharmacy
Intensive Care
Journal title
Cpt Pharmacometrics and Systems Pharmacology
Volume
vol. 13
Issue
iss. 4
Page start
p. 576
Page end
p. 588
Subject
Intensive Care - Radboud University Medical Center; Pharmacy - Radboud University Medical CenterAbstract
Optimal treatment of infants with many renally cleared drugs must account for maturational differences in renal transporter (RT) activity. Pediatric physiologically-based pharmacokinetic (PBPK) models may incorporate RT activity, but this requires ontogeny profiles for RT activity in children, especially neonates, to predict drug disposition. Therefore, RT expression measurements from human kidney postmortem cortical tissue samples were normalized to represent a fraction of mature RT activity. Using these data, maximum likelihood estimated the distributions of RT activity across the pediatric age spectrum, including preterm and term neonates. PBPK models of four RT substrates (acyclovir, ciprofloxacin, furosemide, and meropenem) were evaluated with and without ontogeny profiles using average fold error (AFE), absolute average fold error (AAFE), and proportion of observations within the 5-95% prediction interval. Novel maximum likelihood profiles estimated ontogeny distributions for the following RT: OAT1, OAT3, OCT2, P-gp, URAT1, BCRP, MATE1, MRP2, MRP4, and MATE-2 K. Profiles for OAT3, P-gp, and MATE1 improved infant furosemide and neonate meropenem PBPK model AFE from 0.08 to 0.70 and 0.53 to 1.34 and model AAFE from 12.08 to 1.44 and 2.09 to 1.36, respectively, and improved the percent of data within the 5-95% prediction interval from 48% to 98% for neonatal ciprofloxacin simulations, respectively. Even after accounting for other critical population-specific maturational differences, novel RT ontogeny profiles substantially improved neonatal PBPK model performance, providing validated estimates of maturational differences in RT activity for optimal dosing in children.
This item appears in the following Collection(s)
- Academic publications [242524]
- Electronic publications [129515]
- Faculty of Medical Sciences [92283]
- Open Access publications [104134]
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