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Author Spotlight: Developing a Simple and Robust Hepatic Model for Pharmacological and Toxicological Applications
Published on: October 20, 2023
Physiologically based mechanistic insight into differential risk of valproate hepatotoxicity between children and
Yu-Ting Huang1, Yen-Ming Huang1,2, Fan-Lu Kung1
1School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.
Insights
Physiologically-based pharmacokinetic models reveal that enzyme ontogeny significantly impacts valproic acid (VPA) clearance and hepatotoxicity risk in pediatric patients. This approach aids in optimizing VPA dosing for children, addressing a critical gap in current recommendations.
Area of Science:
- Pharmacokinetics and Drug Metabolism
- Pediatric Pharmacology
- Computational Modeling
Background:
- Valproic acid (VPA) is an anticonvulsant with complex pharmacokinetics and known hepatotoxicity risks, particularly in pediatric populations.
- Current dosing recommendations for children under 10 years old are lacking, despite higher observed risks.
- Understanding age-related changes in drug metabolism is crucial for safe and effective VPA therapy in neonates, infants, and young children.
Purpose of the Study:
- To develop and validate physiologically-based pharmacokinetic (PBPK) models for VPA and its toxic metabolite 4-ene-VPA.
- To investigate the impact of drug-metabolizing enzyme ontogeny on VPA disposition and hepatotoxicity risk across pediatric age groups.
- To predict optimal VPA dosing strategies for pediatric populations to ensure efficacy and minimize toxicity.
Main Methods:
- Construction and simulation of PBPK models for VPA and 4-ene-VPA using adult and pediatric pharmacokinetic data.
- Integration of information on the ontogeny of key drug-metabolizing enzymes, including CYP2C9 and UGT2B7.
- Sensitivity analyses to assess the influence of enzyme ontogeny on VPA and 4-ene-VPA pharmacokinetics and prediction of optimal pediatric dosing.
Main Results:
- UGT2B7 ontogeny significantly influences VPA clearance in neonates and young children.
- CYP2C9 intrinsic clearance is a primary determinant of VPA and 4-ene-VPA exposure in infants and toddlers, correlating with higher hepatotoxicity risk.
- The ontogeny-based PBPK models provide mechanistic insights into age-dependent VPA pharmacokinetics, outperforming traditional allometric scaling methods.
Conclusions:
- Ontogeny-based PBPK modeling offers a robust approach for estimating VPA dosage in pediatric patients.
- This method elucidates the mechanisms behind increased hepatotoxicity risk in young children due to 4-ene-VPA accumulation.
- Further validation with real-world data is recommended to confirm the clinical applicability of these PBPK models for VPA therapy.
Abstract:
The anticonvulsant valproic acid (VPA) despite complex pharmacokinetics has been in clinical use for nearly 6 decades. Previous reports indicated neonates, infants, and toddlers/preschoolers had higher risk of valproate hepatotoxicity than adults. However, dosing recommendations for those less than 10 years of age are lacking. To decipher clinical puzzles, physiologically-based pharmacokinetic (PBPK) models of VPA and its hepatotoxic metabolite 4-ene-VPA were constructed and simulated with particularly integrated information of drug-metabolizing enzyme ontogeny. Adult and pediatric PK data of VPA (n = 143 subjects) and 4-ene-VPA (n = 8 subjects) collected from previous reports were used for model development and validation. Sensitivity analyses were performed to characterize ontogeny impacts of CYP2C9 and UGT2B7 on dispositions of VPA and 4-ene-VPA across age groups. Optimal VPA dosing for each pediatric age group was also predicted and objectively judged by ensuring VPA efficacy and avoiding 4-ene-VPA hepatotoxicity. The study revealed UGT2B7 ontogeny was quite influential on VPA clearance even in neonates and small children. Intrinsic clearance of CYP2C9 was the most prominent determinant for areas under the concentration-time curve of VPA and 4-ene-VPA in infants, and toddlers/preschoolers, reflecting higher hepatotoxicity risk due to noxious 4-ene-VPA accumulation in these groups. The ontogeny-based PBPK approach complements conventional allometric methods in dosing estimation for the young by providing more mechanistic insight of the processes changing with age. The established ontogeny-based PBPK approach for VPA therapy deserves further corroboration by real-world therapeutic data to affirm its clinical applicability.
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