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Optimizing Gentamicin Dosing in Pediatrics Using Monte Carlo Simulations
Abdullah Alsultan1,2, Manal Abouelkheir3, Yasmine Elsharawy4
1From the Department of Clinical Pharmacy, College of Pharmacy.
Insights
Optimizing gentamicin dosing in children requires higher doses for effective treatment of Gram-negative infections, especially with higher minimal inhibitory concentrations. Current dosing may be inadequate, necessitating a review of gentamicin breakpoints and safety of increased pediatric doses.
Area of Science:
- Pharmacology
- Pediatric Infectious Diseases
- Clinical Pharmacy
Background:
- Gentamicin exhibits concentration-dependent bactericidal activity.
- Nephrotoxicity is a known adverse effect of gentamicin.
- Optimizing gentamicin dosing in pediatric populations is crucial for efficacy and safety.
Purpose of the Study:
- To develop a population pharmacokinetic/pharmacodynamic model for gentamicin in pediatric patients.
- To optimize gentamicin dosing strategies in children aged 1 month to 12 years.
- To evaluate the adequacy of current gentamicin dosing against varying minimal inhibitory concentrations (MICs) of Gram-negative organisms.
Main Methods:
- Retrospective data collection of gentamicin peak and trough concentrations from 107 pediatric patients.
- Development of a one-compartment population pharmacokinetic model.
- Monte Carlo simulations to assess target attainment at different gentamicin doses and MICs.
Main Results:
- The pharmacokinetic model adequately described gentamicin concentrations in pediatric patients.
- Recommended daily doses of 5-6 mg/kg are sufficient only for Gram-negative organisms with MIC < 1 µg/mL.
- Higher doses (7-8 mg/kg) are needed for MICs of 1 µg/mL, and even 10 mg/kg showed poor attainment at MIC of 2 µg/mL.
Conclusions:
- Current gentamicin dosing regimens may be insufficient for treating Gram-negative infections in children, particularly those with higher MICs.
- Reevaluation of gentamicin's established breakpoints is recommended.
- Further assessment of the safety and efficacy of higher gentamicin doses in pediatric patients is warranted.
Abstract:
Gentamicin is known to have concentration-dependent bactericidal activity, and its nephrotoxic effect is well described. We developed a population pharmacokinetic/pharmacodynamic model to optimize gentamicin dosing in pediatrics. Data were retrospectively collected for pediatric patients 1 month to 12 years of age, admitted to general pediatric wards or intensive care units and received gentamicin for suspected or proven Gram-negative infections at King Saud University Medical City, Riyadh, Saudi Arabia. A total of 306 gentamicin peak and trough concentrations sets from 107 patients were analyzed with mean (±standard deviation) patient age and weight of 4.5 ± 3.5 years and 16.7 ± 10.8 kg, respectively. Gentamicin pharmacokinetics were adequately described with a one compartment system (R = 0.82, bias = 1.75% and precision = 88% for population predictions and R = 0.94, bias = 5% and precision = 29% for individual predictions). The gentamicin pharmacokinetic parameters were as follows: volume of distribution = 8.9 L, total body clearance = 2.8 L/h for a 20-kg patient. Monte Carlo simulations showed that doses of 5-6 mg/kg/dose once daily are adequate only to treat infections with Gram-negative organisms having minimal inhibitory concentration less than 1 µg/mL. While, at minimal inhibitory concentration of 1 µg/mL, higher doses (7-8 mg/kg/dose once daily) are needed to maximize the efficacy of gentamicin. However, at minimal inhibitory concentration of 2 µg/mL, even a 10 mg/kg dose showed poor target attainment (52%). The finding of this study highlights the need to reevaluate the current breakpoints of gentamicin and also to assess the safety of higher doses of gentamicin in pediatrics.
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