Population pharmacokinetic analysis of dexmedetomidine in children using real‐world data from electronic health records and remnant specimens. Issue 6 (28th January 2022)
- Record Type:
- Journal Article
- Title:
- Population pharmacokinetic analysis of dexmedetomidine in children using real‐world data from electronic health records and remnant specimens. Issue 6 (28th January 2022)
- Main Title:
- Population pharmacokinetic analysis of dexmedetomidine in children using real‐world data from electronic health records and remnant specimens
- Authors:
- James, Nathan T.
Breeyear, Joseph H.
Caprioli, Richard
Edwards, Todd
Hachey, Brian
Kannankeril, Prince J.
Keaton, Jacob M.
Marshall, Matthew D.
Van Driest, Sara L.
Choi, Leena - Other Names:
- Mifsud Janet guestEditor.
Cranswick Noel guestEditor. - Abstract:
- 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 populationAbstract : 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. … (more)
- Is Part Of:
- British journal of clinical pharmacology. Volume 88:Issue 6(2022)
- Journal:
- British journal of clinical pharmacology
- Issue:
- Volume 88:Issue 6(2022)
- Issue Display:
- Volume 88, Issue 6 (2022)
- Year:
- 2022
- Volume:
- 88
- Issue:
- 6
- Issue Sort Value:
- 2022-0088-0006-0000
- Page Start:
- 2885
- Page End:
- 2898
- Publication Date:
- 2022-01-28
- Subjects:
- dexmedetomidine -- opportunistic sampling -- population pharmacokinetics -- pragmatic research -- real‐world data
Pharmacology -- Periodicals
Drugs -- Periodicals
615.1 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1365-2125 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1111/bcp.15194 ↗
- Languages:
- English
- ISSNs:
- 0306-5251
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 2307.180000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 21483.xml