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Semi-mechanistic autoinduction model of midazolam in critically ill patients: population pharmacokinetic analysis
T Aoyama1, K Hirata2, Y Yamamoto3
1Laboratory of Clinical Pharmacokinetics, School of Pharmacy, Nihon University, Chiba, Japan.
What Is Known And Objective:
Midazolam (MDZ) is commonly used for sedating critically ill patients. The daily dose required for adequate sedation increases in increments over 100 h after administration. The objectives of this study were to characterize the MDZ pharmacokinetics in critically ill patients and to describe the phenomenon of increasing daily dose by means of population pharmacokinetic analysis.
Methods:
Data were obtained from 30 patients treated in an intensive care unit. The patients received MDZ intravenously as a combination of bolus and continuous infusion. Serum MDZ concentration was assayed by high-performance liquid chromatography. Population pharmacokinetic analysis was performed using the NONMEM software package. The alteration of clearance unexplained by demographic factors and clinical laboratory data was described as an autoinduction of MDZ clearance using a semi-mechanistic pharmacokinetic-enzyme turnover model.
Results And Discussion:
The final population pharmacokinetic model was a one-compartment model estimated by incorporating a semi-mechanistic pharmacokinetic-enzyme turnover model for clearance, taking autoinduction into account. A significant covariate for MDZ clearance was total bilirubin. An increase in total bilirubin indicated a reduction in MDZ clearance. From simulation using the population pharmacokinetic parameters obtained in this study, MDZ clearance increased 2·3 times compared with pre-induced clearance 100 h after the start of 12·5 mg/h continuous infusion.
What Is New And Conclusion:
Autoinduction and total bilirubin were significant predictors of the clearance of MDZ in this population. Step-by-step dosage adjustment using this population pharmacokinetic model may be useful for establishing a MDZ dosage regimen in critically ill patients.
Insights
This study reveals that midazolam (MDZ) clearance increases significantly over 100 hours in critically ill patients due to autoinduction. Total bilirubin levels also impact MDZ clearance, suggesting a need for tailored dosing strategies.
Area of Science:
- Pharmacokinetics
- Pharmacology
- Critical Care Medicine
Background:
- Midazolam (MDZ) is a widely used sedative in intensive care units.
- The required daily dose of MDZ often increases over time in critically ill patients.
- Understanding MDZ pharmacokinetics is crucial for optimizing sedation strategies.
Purpose of the Study:
- To characterize the population pharmacokinetics of midazolam in critically ill patients.
- To investigate the phenomenon of increasing daily midazolam dose.
- To develop a pharmacokinetic model that accounts for dose escalation.
Main Methods:
- Population pharmacokinetic analysis using NONMEM software.
- Intravenous administration of midazolam (bolus and infusion) in 30 ICU patients.
- Assay of serum midazolam concentrations via high-performance liquid chromatography.
- Development of a semi-mechanistic pharmacokinetic-enzyme turnover model to describe autoinduction.
Main Results:
- A one-compartment pharmacokinetic model incorporating autoinduction was established.
- Total bilirubin was identified as a significant covariate, with higher levels reducing midazolam clearance.
- Simulations showed a 2.3-fold increase in midazolam clearance after 100 hours of continuous infusion.
Conclusions:
- Midazolam autoinduction and total bilirubin levels are key predictors of its clearance in critically ill patients.
- The developed population pharmacokinetic model can aid in optimizing midazolam dosage regimens.
- Personalized dosing adjustments may improve sedation efficacy and safety.
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