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Published on: May 1, 2019
Pharmacokinetics of Monoclonal Antibodies in Pediatrics: Model-Based Investigation on Allometric Scaling Exponents
Elvis K Danso1, Yuan Xiong2, Mahesh N Samtani2
1Department of Clinical Pharmacology and Pharmacometrics, Johnson & Johnson Innovative Medicine, Spring House, PA 19002, USA.
Insights
Pediatric pharmacokinetic (PK) estimation accuracy improves with larger sample sizes, better sampling, adult data, and wider age ranges. These findings support using standard allometric exponents for monoclonal antibody PK analysis in children.
Area of Science:
- Pharmacokinetics and Pharmacodynamics
- Pediatric Drug Development
- Biostatistics
Background:
- Pediatric pharmacokinetics (PK) estimation is crucial for safe and effective drug dosing.
- Accurate PK parameter estimation in children is challenging due to ethical and logistical constraints in study design.
- Monoclonal antibodies (mAbs) require specific PK considerations in pediatric populations.
Purpose of the Study:
- To investigate how different pediatric study design factors influence the precision of pharmacokinetic (PK) estimation.
- To evaluate the impact of sample size, sampling strategy, and age range on the accuracy of allometric scaling exponent estimation in pediatric PK.
- To inform best practices for pediatric PK study design for monoclonal antibodies.
Main Methods:
- A virtual pediatric population was created using CDC growth charts for weight distribution.
- Simulated PK concentrations for a hypothetical monoclonal antibody over 5 half-lives.
- Population PK models were used to estimate allometric scaling exponents, comparing them to assumed true values.
- The influence of sample size, age range, and inclusion of adult data on estimation precision was analyzed.
Main Results:
- Estimates of allometric scaling exponents were more accurate with larger sample sizes.
- Inclusion of densely sampled adult data and a broader age range improved estimate accuracy.
- A proper PK sampling scheme positively impacted the precision of estimated allometric exponents.
Conclusions:
- Study design significantly impacts the precision of pediatric PK parameter estimation.
- Findings support regulatory recommendations for using standard allometric exponents in pediatric PK analysis for monoclonal antibodies.
- Optimizing pediatric study design can enhance the reliability of PK data for drug development.
Abstract:
Methods: This study explored key study design factors that could impact the precision of pediatric pharmacokinetics (PK) estimation. A virtual pediatric population was constructed, incorporating diverse body weight distribution sourced from the U.S. Centers for Disease Control and Prevention (CDC) growth charts. These generated weights were aggregated based on age ranges (2-5, 6-11, 12-17, and 2-17 y.o.), and different sample sizes were randomly selected to simulate PK concentrations over an approximately 5 half-lives period for a hypothetical monoclonal antibody. Throughout the simulations, the "true" allometric scaling exponents for the apparent volume of distribution and apparent clearance were consistently assumed to be 1.0 and 0.75, respectively, consistent with physiological and pharmacological knowledge for monoclonal antibodies. The impact of various pediatric study design factors on the model estimates of allometric exponents was then investigated by assuming the generated PK data as observed, with unknown PK parameters and allometric scaling exponent values. The data were subsequently fitted with population PK models, and estimated parameters were compared to "true" values to assess precision. Precision in estimated allometric exponents served as a marker for evaluating how effectively data from various study designs can inform the pediatric PK estimation. Results: Generally, estimates of allometric scaling exponents were more accurate with a larger sample size, proper PK sampling scheme, inclusion of densely sampled adult data, and a broader range of age. Conclusions: Considering the limitations in designing most pediatric studies, these findings support recent regulatory recommendations that standard allometric exponents should be considered in pediatric PK analysis for monoclonal antibodies in general.
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