Optimizing gentamicin dosing in different pediatric age groups using population pharmacokinetics and Monte Carlo
Ragia H Ghoneim1, Abrar K Thabit2, Manar O Lashkar2
1Pharmacy Practice Department, Faculty of Pharmacy, King Abdulaziz University, 7027 Abdullah Al-Sulaiman Rd, Jeddah, 22254-2265, Saudi Arabia. rghoneim@kau.edu.sa.
Insights
Optimizing gentamicin dosing in pediatrics using population pharmacokinetics is crucial. Once-daily dosing effectively achieves therapeutic targets while minimizing toxicity risks in children.
Area of Science:
- Pharmacology
- Pediatric Medicine
- Pharmacokinetics
Background:
- Aminoglycoside dosing in pediatrics is shifting towards once-daily regimens.
- Limited studies exist on optimizing gentamicin doses specifically for pediatric populations.
- This research addresses the need for evidence-based dosing strategies in pediatric gentamicin therapy.
Purpose of the Study:
- To develop a population pharmacokinetic model for gentamicin in pediatric patients.
- To utilize the model for designing optimal once-daily gentamicin dosing regimens.
- To evaluate the probability of achieving therapeutic targets and maintaining safety profiles.
Main Methods:
- Retrospective chart review of pediatric patients' gentamicin plasma concentrations (peak/trough).
- Development of a two-compartment pharmacokinetic model with weight as a covariate.
- Monte Carlo simulations to assess target attainment (Cmax/MIC ≥ 10 mg/L) across various MICs (0.5-2 mg/L) and dosing regimens.
Main Results:
- A two-compartment model with additive residual error best described gentamicin pharmacokinetics.
- Weight was a significant covariate for clearance and volume of distribution.
- Simulations showed good probability of target attainment even at MIC of 2 mg/L, with specific doses for neonates (6-7 mg/kg/day) and older children (4-5 mg/kg/day).
- Trough concentrations remained below the toxicity limit of 1 mg/L.
Conclusions:
- Once-daily gentamicin dosing is a viable strategy in pediatrics.
- This dosing approach facilitates achievement of therapeutic targets.
- It effectively maintains trough gentamicin levels below toxicity thresholds.
Introduction:
The use of once daily dosing of aminoglycosides in pediatrics is increasing but studies on dose optimization targeting the pediatric population are limited. This study aimed to derive a population pharmacokinetic model of gentamicin and apply it to design optimal dosing regimens in pediatrics.
Methods:
Population pharmacokinetics of gentamicin in pediatrics was described from a retrospective chart review of plasma gentamicin concentration data (peak/ trough levels) of pediatric patients (1 month - 12 years), admitted to non-critically ill pediatrics. Monte Carlo simulations were performed on the resulting pharmacokinetic model to assess the probability of achieving a Cmax/MIC target of 10 mg/L over a range of gentamicin MICs of 0.5-2 mg/L and once daily gentamicin dosing regimens.
Results:
A two-compartment model with additive residual error best described the model with weight incorporated as a significant covariate for both clearance and volume of distribution. Monte Carlo simulations demonstrated a good probability of target attainment even at a MIC of 2 mg/L, where neonates required doses of 6-7 mg/kg/day and older pediatrics required lower daily doses of 4-5 mg/kg/day while maintaining trough gentamicin concentration below the toxicity limit of 1 mg/L.
Conclusion:
Once daily dosing is a reasonable option in pediatrics that allows target attainment while maintaining trough gentamicin level below the limits of toxicity.
More Related Videos
09:17A Robust Pneumonia Model in Immunocompetent Rodents to Evaluate Antibacterial Efficacy against S. pneumoniae, H. influenzae, K. pneumoniae, P. aeruginosa or A. baumannii
Published on: January 2, 2017
06:25Kidney Regeneration in Adult Zebrafish by Gentamicin Induced Injury
Published on: August 3, 2015
Related Concept Videos
Determination of Multiple Dosing Parameters: Steady-State, Minimum and Maximum Concentrations
Pharmacokinetics in Pediatric Patients: Drug Excretion
Pharmacokinetics in Pediatric Patients: Drug Metabolism
Drug Dosing: Infants and Children
Pharmacokinetics in Pediatric Patients: Drug Distribution
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
