Using Real-World Data to Externally Evaluate Population Pharmacokinetic Models of Dexmedetomidine in Children and Infants
03/2024
Journal Article
Authors:
McCann, S.;
Helfer, V. E.;
Balevic, S. J.;
Hornik, C. D.;
Goldstein, S. L.;
Autmizguine, J.;
Meyer, M.;
Al-Uzri, A.;
Anderson, S. G.;
Payne, E. H.;
Turdalieva, S.;
Gonzalez, D.
Journal:
J Clin Pharmacol
PMID:
38545761
URL:
https://www.ncbi.nlm.nih.gov/pubmed/38545761
Keywords:
dexmedetomidine external validation pediatrics pharmacokinetics population PK model
Abstract:
Dexmedetomidine is a sedative used in both adults and off-label in children with considerable reported pharmacokinetic (PK) interindividual variability affecting drug exposure across populations. Several published models describe the population PKs of dexmedetomidine in neonates, infants, children, and adolescents, though very few have been externally evaluated. A prospective PK dataset of dexmedetomidine plasma concentrations in children and young adults aged 0.01-19.9 years was collected as part of a multicenter opportunistic PK study. A PubMed search of studies reporting dexmedetomidine PK identified five population PK models developed with data from demographically similar children that were selected for external validation. A total of 168 plasma concentrations from 102 children were compared with both population (PRED) and individualized (IPRED) predicted values from each of the five published models by quantitative and visual analyses using NONMEM (v7.3) and R (v4.1.3). Mean percent prediction errors from observed values ranged from -1% to 120% for PRED, and -24% to 60% for IPRED. The model by James et al, which was developed using similar "real-world" data, nearly met the generalizability criteria from IPRED predictions. Other models developed using clinical trial data may have been limited by inclusion/exclusion criteria and a less racially diverse population than this study's opportunistic dataset. The James model may represent a useful, but limited tool for model-informed dosing of hospitalized children.
