Population Pharmacokinetics of Cefepime in Critically Ill Children and Young Adults: Model Development and External Validation for Monte Carlo Simulations and Model-Informed Precision Dosing.

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Tác giả: Michaela Collins, Calise Curry, Abigayle Gibson, Stuart Goldstein, H Rhodes Hambrick, Luana Johnson, Jennifer Kaplan, Kelli A Krallman, Tomoyuki Mizuno, Ronaldo Morales Junior, Kelli M Paice, Kathryn E Pavia, Erin Schuler, Sonya Tang Girdwood, Peter Tang

Ngôn ngữ: eng

Ký hiệu phân loại: 625.19 Model and miniature railroads and trains

Thông tin xuất bản: Switzerland : Clinical pharmacokinetics , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 644328

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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