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1.
J Burn Care Res ; 44(2): 353-362, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36194537

ABSTRACT

Sepsis remains one of the leading causes of death among pediatric patients with burn injuries. Despite limited vancomycin pharmacokinetic (PK) information within this population, it is widely used to treat severe burn injuries. Those with severe burns are at risk of nephrotoxicity, with an incidence of acute kidney injury (AKI) over 50%. Delivering an effective vancomycin dose and avoiding unnecessary toxicity is essential for improved patient outcomes. This was a retrospective analysis of 115 children aged 0.2 months to 18 years with severe burns, >10% total body surface area. Vancomycin was given via intravenous infusion; blood samples were drawn between 6- and 12-hour postinfusion. A population pharmacokinetic model was developed using nonlinear mixed-effect modeling (Monolix, version 2016R1). A one-compartment model described a steady-state volume of distribution (V), dependent on weight. Vancomycin clearance (CL) was influenced by age and estimated creatinine clearance (CrCL). The study population's (median age = 4 years, median weight = 20 kg, median total body surface area (%TBSA) = 40%) median V and CL were calculated to be 1.25 L/kg (95% CI, 1.04-1.46) and 0.15 L/h/kg (95% CI, 0.126-0.165), respectively. The PK model was explicitly developed to characterize the impact of physiological changes in children under 18 years of age and the percentage of the burn surface area using limited data. The analysis determined that weight, age, and estimated CrCL were important covariates in predicting vancomycin PK with high variability in CL and V.


Subject(s)
Burns , Sepsis , Humans , Child , Adolescent , Child, Preschool , Vancomycin , Anti-Bacterial Agents , Burns/drug therapy , Retrospective Studies , Sepsis/drug therapy
2.
Ther Drug Monit ; 41(1): 44-52, 2019 02.
Article in English | MEDLINE | ID: mdl-30299427

ABSTRACT

BACKGROUND: Amikacin is widely used to treat severe Gram-negative bacterial infections. Its peak concentration in plasma is associated with treatment efficacy. Amikacin pharmacokinetics (PK) is influenced by disease conditions, in addition to other patient characteristics. In this retrospective study, we evaluated the impact of clinical characteristics and disease condition on amikacin PK in children with burn injuries and those with cancer. METHODS: Amikacin PK data from 66 children with burn injuries and 112 children with cancer were analyzed. A population PK model was developed using the nonlinear mixed-effects modeling approach. Models were developed using NONMEM 7.3 (ICON Development Solutions, LLC, Ellicott City, MD). Data processing and visualization was performed using R packages. RESULTS: The amikacin PK data were best described by a 2-compartment model. The parameters were estimated with mean values (95% confidence intervals) as follows: central volume of distribution (V1), 5.70 L (4.64-6.76 L); central clearance, 2.12 L/h (1.79-2.46 L/h); peripheral volume of distribution (V2), 4.79 L (2.36-7.22 L); and distribution clearance (Q), 0.71 L/h (0.25-1.16 L/h). The final model identified the disease condition as a significant covariate and indicated 55% (28%-82%) higher central clearance and 17% (1%-34%) higher V1 in burn patients compared with cancer patients. Volume of distribution was significantly influenced by age and body weight. Clearance was significantly influenced by age, body weight, and creatinine clearance. Using the final PK model, we developed a workflow for selecting optimal dosing strategies for 3 representative pediatric patient profiles. CONCLUSIONS: Disease condition was significant in influencing amikacin PK in children. To reach the same target concentrations (64 mg/L peak concentration) with a daily-dose plan, burn patients need higher doses than cancer patients. Future investigations are needed to explore the impact of other diseases on amikacin disposition in children, and to prospectively validate the proposed dosing strategy.


Subject(s)
Amikacin/pharmacokinetics , Anti-Bacterial Agents/pharmacokinetics , Burns/metabolism , Neoplasms/metabolism , Adolescent , Amikacin/therapeutic use , Burns/blood , Child , Child, Preschool , Female , Gram-Negative Bacterial Infections/blood , Gram-Negative Bacterial Infections/drug therapy , Gram-Negative Bacterial Infections/metabolism , Humans , Infant , Male , Neoplasms/blood , Retrospective Studies
3.
J Burn Care Res ; 36(4): e244-52, 2015.
Article in English | MEDLINE | ID: mdl-25185930

ABSTRACT

This study aimed to develop optimal amikacin dosing regimens for the empirical treatment of Gram-negative bacterial sepsis in pediatric patients with burn injuries. A pharmacodynamic (PD) target in which the peak concentration (Cmax) is ≥8 times the minimum inhibitory concentration (MIC) (Cmax/MIC ≥ 8) is reflective of optimal bactericidal activity and has been used to predict clinical outcomes. Population pharmacokinetic modeling was performed in NONMEM 7.2 for pediatric patients with and without burn injuries. Amikacin pharmacokinetic parameters were compared between the two groups and multiple dosing regimens were simulated using MATLAB to achieve the PD target in ≥90% of patients with burn injuries. The pharmacokinetic analysis included 282 amikacin concentrations from 70 pediatric patients with burn injuries and 99 concentrations from 32 pediatric patients without burns. A one-compartment model with first-order elimination described amikacin pharmacokinetics well for both groups. Clearance (CL) was significantly higher in patients with burn injuries than in patients without (7.22 vs 5.36 L/h, P < .001). The volume of distribution (V) was also significantly increased in patients with burn injuries (22.7 vs 18.7 L, P < .01). Weight significantly influenced amikacin CL (P < .001) and V (P < .001) for both groups. Model-based simulations showed that a higher amikacin dose (≥25 mg/kg) achieved a Cmax/MIC ≥8 in ≥90% of patients with assumed infections of organisms with an MIC = 8 mg/L. Amikacin pharmacokinetics are altered in patients with burn injuries, including a significant increase in CL and V. In simulations, increased doses (≥25 mg/kg) led to improved PD target attainment rates. Further clinical evaluation of this proposed dosing regimen is warranted to assess clinical and microbiological outcomes in pediatric patients with burn wound sepsis.


Subject(s)
Amikacin/administration & dosage , Anti-Bacterial Agents/administration & dosage , Burns/complications , Sepsis/drug therapy , Amikacin/pharmacokinetics , Anti-Bacterial Agents/pharmacokinetics , Body Weight , Child , Dose-Response Relationship, Drug , Humans , Models, Statistical , Sepsis/etiology
4.
Burns ; 40(2): 311-8, 2014 Mar.
Article in English | MEDLINE | ID: mdl-23876785

ABSTRACT

INTRODUCTION: The objectives of this study were to (1) determine the pharmacokinetics of amikacin among children with severe burn and (2) identify influential covariates. METHODS: Population-based pharmacokinetic modelling was performed in NONMEM 7.2 for hospitalized children who received amikacin at 10-20mg/kg divided two, three, or four times per day as part of early empiric treatment of presumed burn-related sepsis. RESULTS: The analysis included data from 70 patients (6 months to 17 years) with 282 amikacin serum concentrations. Amikacin's mean Cmax was 33.2±9.4µg/mL and the mean Cmin was 3.8±4.6µg/mL. The final covariate model estimated clearance as 5.98L/h/70kg (4.97-6.99, 95% CI), the volume of distribution in the central compartment as 16.7L/70kg (14.0-19.4, 95% CI), the volume of distribution in the peripheral compartment as 40.1L/70kg (15.0-80.4, 95% CI), and the inter-compartmental clearance as 3.38L/h/70kg (2.44-4.32, 95% CI). In multivariate analyses, current weight (P<0.001) was a significant covariate, while age, sex, height, serum creatinine, C-reactive protein, platelet count, the extent and type of burn, and concomitant vancomycin administration did not influence amikacin pharmacokinetics. DISCUSSION: Children with burn featured elevated amikacin clearance when compared to healthy adult volunteers. However, peak amikacin concentrations are comparable to those attained in other critically-ill children, suggesting that elevated amikacin clearance may not result in sub-therapeutic antibacterial effects. In this study, we found that amikacin displays two-compartment pharmacokinetics, with weight exerting a strong effect upon amikacin clearance. Further pharmacodynamic studies are needed to establish the optimal dosing regimen for amikacin in paediatric burn patients.


Subject(s)
Amikacin/pharmacokinetics , Anti-Bacterial Agents/pharmacokinetics , Burns/complications , Sepsis/drug therapy , Vancomycin/therapeutic use , Adolescent , Amikacin/therapeutic use , Anti-Bacterial Agents/therapeutic use , Body Surface Area , Body Weight , Child , Child, Preschool , Drug Therapy, Combination , Female , Humans , Infant , Male , Multivariate Analysis , Regression Analysis , Sepsis/complications
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