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Updated: May 26, 2025

Multiplex Therapeutic Drug Monitoring by Isotope-dilution HPLC-MS/MS of Antibiotics in Critical Illnesses
Published on: August 30, 2018
Population Pharmacokinetics of Cefepime in Critically Ill Children and Young Adults: Model Development and External
Ronaldo Morales Junior1, H Rhodes Hambrick2,3, Tomoyuki Mizuno2,4
1Division of Translational and Clinical Pharmacology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 6018, Cincinnati, OH, USA. morales.ronaldo@gmail.com.
Insights
A new pharmacokinetic model for cefepime in critically ill children and young adults helps optimize antibiotic dosing. This model, validated with real-world data, aids in precise medication strategies for better patient outcomes.
Area of Science:
- Pharmacokinetics and Pharmacodynamics
- Pediatric Critical Care Medicine
- Antibiotic Dosing Optimization
Background:
- Cefepime is a crucial antibiotic for critically ill pediatric patients.
- Optimizing cefepime dosing is essential due to its narrow therapeutic index and potential for toxicity.
- Existing pharmacokinetic models may not adequately capture variability in this patient population.
Purpose of the Study:
- To develop a population pharmacokinetic (PopPK) model for cefepime in critically ill pediatric and young adult patients.
- To inform cefepime dosing recommendations for this vulnerable group.
- To evaluate the model's predictive performance for model-informed precision dosing (MIPD).
Main Methods:
- Prospective enrollment of pediatric intensive care unit patients receiving cefepime.
- Collection of clinical data and opportunistic plasma sampling for cefepime concentrations.
- Nonlinear mixed-effects modeling (NONMEM) with allometric body weight scaling and Monte Carlo simulations for dosing regimen optimization.
Main Results:
- A two-compartment model with first-order elimination best described cefepime pharmacokinetics.
- Estimated glomerular filtration rate and fluid balance were significant covariates influencing clearance and volume of distribution.
- Internal and external validation confirmed model accuracy, with predictions within acceptable ranges.
Conclusions:
- A validated cefepime PopPK model was developed using real-world data from critically ill pediatric patients.
- The model effectively incorporates patient-specific factors like renal function, fluid status, and body size.
- The validated model supports optimal dosing simulations and facilitates model-informed precision dosing strategies.
Background And Objective:
This study aimed to develop a population pharmacokinetic model for cefepime in critically ill pediatric and young adult patients to inform dosing recommendations and to evaluate the model's predictive performance for model-informed precision dosing.
Methods:
Patients in the pediatric intensive care unit receiving cefepime were prospectively enrolled for clinical data collection and opportunistic plasma sampling for cefepime concentrations. Nonlinear mixed effects modeling was conducted using NONMEM. Allometric body weight scaling was included as a covariate with fixed exponents. Monte Carlo simulations determined optimal initial dosing regimens against susceptible pathogens. The model's predictions were evaluated with an external dataset.
Results:
Data from 510 samples across 100 patients were best fit with a two-compartment model with first-order elimination. Estimated glomerular filtration rate and cumulative percentage of fluid balance were identified as significant covariates on clearance and central volume of distribution, respectively. Internal validation showed no model misspecification. External validation confirmed that bias and precision for both population and individual predictions were within commonly accepted ranges. Monte Carlo simulations suggested that the usual dose of 50 mg/kg may require a 3-h infusion or a 6-h dosing interval to keep concentrations above the Pseudomonas aeruginosa minimum inhibitory concentration (≤ 8 mg/L) throughout the dosing interval for patients with normal or augmented renal clearance.
Conclusion:
A cefepime population pharmacokinetic model for critically ill pediatric patients was successfully developed, accounting for patient renal function, fluid status, and body size, using real-world data. The model was internally and externally validated for use in optimal dosing simulations and model-informed precision dosing.
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