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Published on: October 5, 2015
Population Pharmacokinetics and Dose Optimization of Ganciclovir in Critically Ill Children
SiChan Li1, Chang Shu1, SanLan Wu2
1Department of Clinical Pharmacy, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Insights
Critically ill children with cytomegalovirus infections often receive subtherapeutic doses of ganciclovir. Optimizing dosing regimens using population pharmacokinetic models is crucial for effective treatment in pediatric patients.
Area of Science:
- Pharmacology
- Pediatrics
- Infectious Diseases
Background:
- Cytomegalovirus (CMV) infections pose a significant threat to critically ill children.
- Ganciclovir is a primary antiviral agent used for CMV treatment.
- Optimizing ganciclovir dosing in pediatric populations, especially the critically ill, remains a challenge.
Purpose of the Study:
- To develop a population pharmacokinetic (PopPK) model for ganciclovir in critically ill children.
- To optimize ganciclovir dosing regimens to achieve therapeutic concentrations.
- To investigate the relationship between ganciclovir exposure and hematological toxicity.
Main Methods:
- A population pharmacokinetic model was developed using Phoenix NLME software.
- Model validation included diagnostic plots, nonparametric bootstrap, and visual predictive checks.
- Monte Carlo simulations were employed to evaluate and optimize dosing strategies.
- Adverse events, particularly neutropenia, were monitored for association with ganciclovir exposure.
Main Results:
- A one-compartment model with first-order elimination, incorporating body weight and estimated glomerular filtration rate, adequately described ganciclovir pharmacokinetics.
- Typical population estimates for apparent volume of distribution and clearance were 11.35 L and 5.23 L/h, respectively.
- Simulations indicated that the current 10 mg/kg/d regimen leads to subtherapeutic exposure, suggesting a need for dose escalation.
- Neutropenia, observed in 19.23% of patients, showed no significant association with ganciclovir exposure.
Conclusions:
- A robust population pharmacokinetic model for intravenous ganciclovir in critically ill children with CMV infection was established.
- Underdosing of ganciclovir is prevalent in this vulnerable pediatric group.
- Model-based approaches are essential for optimizing empiric ganciclovir dosing regimens in critically ill children.
Abstract:
Objective: The present study aims to establish a population pharmacokinetic model of ganciclovir and optimize the dosing regimen in critically ill children suffering from cytomegalovirus related disease. Methods: A total of 104 children were included in the study. The population pharmacokinetic model was developed using the Phoenix NLME program. The final model was validated by diagnostic plots, nonparametric bootstrap, visual predictive check, and normalized prediction distribution errors. To further evaluate and optimize the dosing regimens, Monte Carlo simulations were performed. Moreover, the possible association between systemic exposure and hematological toxicity were also monitored in the assessment of adverse events. Results: The ganciclovir pharmacokinetics could be adequately described by a one-compartment model with first-order elimination along with body weight and estimated glomerular filtration rate as significant covariates. As showed in this study, the typical population parameter estimates of apparent volume of distribution and apparent clearance were 11.35 L and 5.23 L/h, respectively. Simulations indicated that the current regimen at a dosage of 10 mg/kg/d would result in subtherapeutic exposure, and elevated doses might be required to reach the target ganciclovir level. No significant association between neutropenia, the most frequent toxicity reported in our study (19.23%), and ganciclovir exposure was observed. Conclusion: A population pharmacokinetic model of intravenous ganciclovir for critically ill children with cytomegalovirus infection was successfully developed. Results showed that underdosing of ganciclovir was relatively common in critically ill pediatric patients, and model-based approaches should be applied in the optimizing of empiric dosing regimens.
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