Literature DB >> 34957589

Population pharmacokinetic analysis of dexmedetomidine in children using real-world data from electronic health records and remnant specimens.

Nathan T James1, Joseph H Breeyear2, Richard Caprioli2, Todd Edwards2, Brian Hachey2, Prince J Kannankeril3,4, Jacob M Keaton2,5, Matthew D Marshall6, Sara L Van Driest2,3,4, Leena Choi1.   

Abstract

AIMS: Our objectives were to perform a population pharmacokinetic analysis of dexmedetomidine in children using remnant specimens and electronic health records (EHRs) and explore the impact of patient's characteristics and pharmacogenetics on dexmedetomidine clearance.
METHODS: Dexmedetomidine dosing and patient data were gathered from EHRs and combined with opportunistically sampled remnant specimens. Population pharmacokinetic models were developed using nonlinear mixed-effects modelling. Stage 1 developed a model without genotype variables; Stage 2 added pharmacogenetic effects.
RESULTS: Our final study population included 354 post-cardiac surgery patients aged 0-22 years (median 16 mo). The data were best described with a 2-compartment model with allometric scaling for weight and Hill maturation function for age. Population parameter estimates and 95% confidence intervals were 27.3 L/h (24.0-31.1 L/h) for total clearance, 161 L (139-187 L) for central compartment volume of distribution, 26.0 L/h (22.5-30.0 L/h) for intercompartmental clearance and 7903 L (5617-11 119 L) for peripheral compartment volume of distribution. The estimate for postmenstrual age when 50% of adult clearance is achieved was 42.0 weeks (41.5-42.5 weeks) and the Hill coefficient estimate was 7.04 (6.99-7.08). Genotype was not statistically or clinically significant.
CONCLUSION: Our study demonstrates the use of real-world EHR data and remnant specimens to perform a population pharmacokinetic analysis and investigate covariate effects in a large paediatric population. Weight and age were important predictors of clearance. We did not find evidence for pharmacogenetic effects of UGT1A4 or UGT2B10 genotype or CYP2A6 risk score.
© 2021 British Pharmacological Society.

Entities:  

Keywords:  dexmedetomidine; opportunistic sampling; population pharmacokinetics; pragmatic research; real-world data

Mesh:

Substances:

Year:  2022        PMID: 34957589      PMCID: PMC9106818          DOI: 10.1111/bcp.15194

Source DB:  PubMed          Journal:  Br J Clin Pharmacol        ISSN: 0306-5251            Impact factor:   3.716


  37 in total

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5.  An empirically based tool for analyzing morbidity associated with operations for congenital heart disease.

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6.  Population Pharmacokinetics and Pharmacodynamics of Dexmedetomidine in Children Undergoing Ambulatory Surgery.

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7.  Application of Size and Maturation Functions to Population Pharmacokinetic Modeling of Pediatric Patients.

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Review 9.  Clinical implementation of pharmacogenetics and model-informed precision dosing to improve patient care.

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2.  A pilot study of ADRA2A genotype association with doses of dexmedetomidine for sedation in pediatric patients.

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3.  CYP2A6 and GABRA2 Gene Polymorphisms are Associated With Dexmedetomidine Drug Response.

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