Effect of pharmacokinetic model misspecification on antibiotic probability of target attainment predicted by Monte Carlo simulation

2019 ◽  
Vol 57 (07) ◽  
pp. 362-374
Author(s):  
So Won Kim ◽  
Dong Jin Kim ◽  
Dae Young Zang ◽  
Dong-Hwan Lee
2004 ◽  
Vol 48 (12) ◽  
pp. 4718-4724 ◽  
Author(s):  
Thomas P. Lodise ◽  
Ben Lomaestro ◽  
Keith A. Rodvold ◽  
Larry H. Danziger ◽  
George L. Drusano

ABSTRACT The primary objectives of this analysis were to determine which pharmacokinetic model most accurately describes the elimination pathways for piperacillin in the presence of tazobactam through population pharmacokinetic modeling and to characterize its pharmacodynamic profile. Once the optimal pharmacokinetic model was identified, Monte Carlo simulation of 10,000 subjects with ADAPT II was performed to estimate the probability of attaining a target free-piperacillin concentration greater than the MIC for 50% of the dosing interval for 3.375 g every 6 h or every 4 h given as a 0.5-h infusion at each MIC between 0.25 and 32 μg/ml. In the population pharmacokinetic analysis, measurements of bias and precision, observed-predicted plots, and r 2 values were highly acceptable for all three models and all three models were appropriate candidates for the Monte Carlo simulation evaluation. Visual comparison of the distribution of the piperacillin concentrations at the pharmacodynamic endpoint—h 3 concentrations of a 6-h dosing interval—between the simulated populations and raw data revealed that the linear model was most reflective of the raw data at the pharmacodynamic endpoint, and the linear model was therefore selected for the target attainment analysis. In the target attainment analysis, administration of 3 g of piperacillin every 6 h resulted in a robust target attainment rate that exceeded 95% for MICs of ≤8 mg/liter. The 4-h piperacillin administration interval had a superior pharmacodynamic profile and provided target attainment rates exceeding 95% for MICs of ≤16 mg/liter. This study indicates that piperacillin-tazobactam should have utility for empirical therapy of hospital-onset infections.


2019 ◽  
Vol 6 (Supplement_2) ◽  
pp. S548-S549
Author(s):  
Grant Stimes ◽  
Jennifer E Girotto ◽  
Joshua D Courter

Abstract Background Daptomycin (DAP) is lipopeptide that frequently is used to treat infections caused by Staphylococcus aureus in adult patients. There are limited data using daptomycin in pediatric patients for the treatment of osteomyelitis caused by S. aureus. This study’s objective is to describe pharmacodynamic (PD) target attainment of daptomycin in pediatric patients with osteomyelitis. Methods Medline was queried to obtain PD targets, pediatric pharmacokinetic models, and bone penetration information to build a model for DAP. A 10,000 subject Monte Carlo simulation was performed to estimate steady-state concentrations in the bone. Simulations modeled 30-minute infusions with using 12 mg/kg/dose IV q24h for patients less than 7 years and 10 mg/kg/dose IV q24h for patients 7 years and older. Goal PD targets were: AUC24: MIC of 666 μg hours/mL for log1 killing and AUC24: MIC of 1,061 for log2 killing. The CLSI breakpoint of 1 mg/L was used as a starting point and MIC’s were analyzed below that level. Results PD target attainment in percentages is listed for DAP below in Tables 1 and 2 and are separated by age groups of patients. Conclusion The studied DAP doses did not reach any PD target attainment at the CLSI breakpoint of 1 mg/L. Based on these data, DAP should not be empirically used to treat SA osteomyelitis unless the exact MIC is known. Furthermore, modern pediatric pharmacokinetic studies of DAP for pediatric osteomyelitis are warranted. Disclosures All authors: No reported disclosures.


2016 ◽  
Vol 30 (6) ◽  
pp. 593-599 ◽  
Author(s):  
Abrar K. Thabit ◽  
Mordechai Grupper ◽  
David P. Nicolau ◽  
Joseph L. Kuti

Objectives: To evaluate the pharmacodynamic exposure of piperacillin/tazobactam across the renal function range using 4.5 or 3.375 g dosing regimens. Methods: A 5000-patient Monte Carlo simulation was conducted to determine the probability of achieving 50% free time above the minimum inhibitory concentration ( fT > MIC) for piperacillin. Proposed regimens, using solely 4.5 or 3.375 g strengths, were compared with regimens listed in piperacillin/tazobactam prescribing information over creatinine clearance (CrCl) ranges of 120 mL/min to hemodialysis. The probability of target attainment (PTA) at MICs ≤ 16 μg/mL was compared between proposed and standard regimens. Results: At CrCl 41 to 120 mL/min, prolonged infusions of 4.5 g (3 hours) and 3.375 g (4 hours) every 6 hours resulted in ≥95% PTA versus ≥76% for standard regimens (0.5 hour). At CrCl 20 to 40 mL/min, 4.5 and 3.375 g every 8 hours as prolonged infusions achieved slightly higher PTA (≥98%) versus standard regimens (≥93%). Similarly, PTA achieved with prolonged infusions of 4.5 and 3.375 g every 12 hours (≥93%) was comparable with those of standard regimens (≥91%) at CrCl 1 to 19 mL/min. In hemodialysis, 100% PTA was achieved with prolonged infusion regimens. Conclusion: Piperacillin/tazobactam regimens designed around the 4.5 or 3.375 g dose and prolonged infusions provided similar or better PTA at MICs ≤ 16 μg/mL compared with standard regimens. These observations may support the stocking and use of a single piperacillin/tazobactam strength to simplify dosing.


2002 ◽  
Vol 26 (10) ◽  
pp. 1484-1493 ◽  
Author(s):  
David Whitmire ◽  
Larry Cornelius ◽  
Paula Whitmire

2021 ◽  
Vol 47 (1) ◽  
Author(s):  
Ragia H. Ghoneim ◽  
Abrar K. Thabit ◽  
Manar O. Lashkar ◽  
Ahmed S. Ali

Abstract 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.


2002 ◽  
Vol 26 (10) ◽  
pp. 1484-1493
Author(s):  
David Whitmire ◽  
Larry Cornelius ◽  
Paula Whitmire

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