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Development of a Pediatric Physiologically Based Pharmacokinetic Model for Sirolimus: Applying Principles of Growth
C Emoto1, T Fukuda1, T N Johnson2
1Division of Clinical Pharmacology, Cincinnati Children's Hospital Medical Center Cincinnati, Ohio, USA ; Department of Pediatrics, University of Cincinnati College of Medicine Cincinnati, Ohio, USA.
Insights
Sirolimus clearance matures in young children, with clearance stabilizing after age two. Physiologically based pharmacokinetic modeling accurately predicts sirolimus metabolism and clearance in pediatric patients.
Area of Science:
- Pharmacology
- Pediatric Medicine
- Drug Metabolism
Background:
- Sirolimus is crucial for treating vascular anomalies in pediatric patients.
- Understanding sirolimus pharmacokinetics in children is vital for safe and effective dosing.
- Pediatric drug metabolism undergoes significant developmental changes.
Purpose of the Study:
- To characterize the maturation of sirolimus clearance in very young pediatric patients.
- To evaluate the utility of physiologically based pharmacokinetic (PBPK) modeling for predicting sirolimus clearance.
- To investigate the age-dependent changes in sirolimus metabolic activity.
Main Methods:
- Collected pharmacokinetic data from pediatric patients with vascular anomalies.
- Utilized the Emax model to describe age-related changes in allometrically scaled sirolimus clearance.
- Employed in vitro studies with pediatric liver microsomes to assess intrinsic clearance.
- Developed and validated a PBPK model incorporating CYP450 enzyme maturation (CYP3A4/5/7, CYP2C8).
Main Results:
- Sirolimus clearance showed significant age-dependent maturation in children from 1 month to 2 years.
- Intrinsic clearance in pediatric liver microsomes mirrored the in vivo age-related increase.
- Sirolimus clearance stabilized in children older than 2 years.
- PBPK model simulations closely matched observed in vivo clearance and pharmacokinetic profiles.
Conclusions:
- Sirolimus clearance maturation follows a predictable trajectory in early childhood.
- PBPK modeling is a valuable tool for predicting developmental changes in sirolimus pharmacokinetics.
- This approach can aid in optimizing sirolimus dosing strategies for pediatric populations.
Abstract:
This study describes the maturation of sirolimus clearance in a cohort of very young pediatric patients with vascular anomalies. The relationship between allometrically scaled in vivo clearance and age was described by the Emax model in patients aged 1 month to 2 years. Consistent with the observed increase, in vitro intrinsic clearance of sirolimus using pediatric liver microsomes showed a similar age-dependent increase. In children older than 2 years, allometrically scaled sirolimus clearance did not show further maturation. Simulated clearance estimates with a sirolimus physiologically based pharmacokinetic model that included CYP3A4/5/7 and CYP2C8 maturation profiles were in close agreement with observed in vivo clearance values. In addition, physiologically based pharmacokinetic model-simulated sirolimus pharmacokinetic profiles predicted the actual observations well. These results demonstrate the utility of a physiologically based pharmacokinetic modeling approach for the prediction of the developmental trajectory of sirolimus metabolic activity and its effects on total body clearance in neonates and infants.
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