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Updated: May 10, 2025

Author Spotlight: Advancing Pediatric Epilepsy Surgery in Children Through Novel Biomarkers and Enhanced Localization
Published on: September 20, 2024
Development and Validation of a Population Pharmacokinetics Model of Perampanel for Pediatric Epilepsy Patients for
Lingyan Yu1,2, Fengqian Mao3, Shunan Chen3
1Department of Pharmacy, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, People's Republic of China.
Background:
Perampanel exhibits substantial interindividual variability, and pharmacokinetic data in pediatric patients are scarce. The aim of this study was to develop a population pharmacokinetic (PPK) model to optimize the dosing of perampanel in children with epilepsy.
Methods:
The PPK model was developed via a nonlinear mixed-effects modeling approach, utilizing a dataset comprising 454 plasma concentrations of perampanel obtained from 151 pediatric patients with epilepsy, 120 (79.5%) of whom were aged < 12 years. Goodness-of-fit plots and bootstrap analysis were employed to evaluate the final model. Monte Carlo simulations were utilized to suggest perampanel dosing strategies using a reference plasma concentration range of 100-1000 ng/mL.
Results:
In the final PPK models of perampanel, linear centralized age, coadministration of oxcarbazepine (OXC), carbamazepine (CBZ), and valproic acid (VPA) were covariates of clearance (CL/F), and log-transformed body weight was a covariate of the apparent distribution volume (V). The CL/F was estimated via the formula CL/F=0.177*((age+10)/8.8)1.31*1.51OXC*0.745VPA*1.88CBZ. The relative standard errors (RSEs) for each fixed effect parameter were 15.2%, 14.2%, 12.0%, 7.92%, and 16.3%, respectively. The V was estimated via the formula V=227*LGBW with an RSE of 14.1%. The model demonstrated good robustness according to goodness-of-fit plots and bootstrap analysis. The simulation analysis resulted in a dosing regimen stratified by covariates.
Conclusion:
A reliable perampanel PPK model for pediatric patients was successfully developed. This result could be helpful for dosing optimization in pediatric patients receiving perampanel, especially those aged under 12 years.
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