Optimizing the design of a pharmacokinetic trial to evaluate the dosing scheme of a novel tuberculosis drug in children living with or without HIV
Grace Montepiedra, Elin M. Svensson, Weng Kee Wong, Andrew C. Hooker
CPT Pharmacometrics & Systems Pharmacology · 2023-11
Abstract
Pharmacokinetic (PK) studies in children are usually small and have ethical constraints due to the medical complexities of drawing blood in this special population. Often, population PK models for the drug(s) of interest are available in adults, and these models can be extended to incorporate the expected deviations seen in children. As a consequence, there is increasing interest in the use of optimal design methodology to design PK sampling schemes in children that maximize information using a small sample size and limited number of sampling times per dosing period. As a case study, we use the novel tuberculosis drug delamanid, and show how applications of optimal design methodology can result in highly efficient and model-robust designs in children for estimating PK parameters using a limited number of sampling measurements. Using developed population PK models based on available data from adults living with and without HIV, and limited data on children without HIV, competing designs for children living with HIV were derived and assessed based on robustness to model uncertainty.
MeSH terms
- Dosing
- Human immunodeficiency virus (HIV)
- Medicine
- Blood sampling
- Population
- Robustness (evolution)
- Tuberculosis
- Sampling (signal processing)
- Sample size determination
- Clinical study design
- Sampling design
- Pharmacokinetics
- Optimal design
- Drug
- Research design
- Intensive care medicine
- Computer science
- Statistics