Abstract
Voriconazole is the agent of choice for the treatment of invasive aspergillosis in children at least 2 years of age. The galactomannan index is a routinely used diagnostic marker for invasive aspergillosis and can be useful for following the clinical response to antifungal treatment. The aim of this study was to develop a pharmacokinetic-pharmacodynamic (PK-PD) mathematical model that links the pharmacokinetics of voriconazole with the galactomannan readout in children. Twelve children receiving voriconazole for treatment of proven, probable, and possible invasive fungal infections were studied. A previously published population PK model was used as the Bayesian prior. The PK-PD model was used to estimate the average area under the concentration-time curve (AUC) in each patient and the resultant galactomannan-time profile. The relationship between the ratio of the AUC to the concentration of voriconazole that induced half maximal killing (AUC/EC50) and the terminal galactomannan level was determined. The voriconazole concentration-time and galactomannan-time profiles were both highly variable. Despite this variability, the fit of the PK-PD model was good, enabling both the pharmacokinetics and pharmacodynamics to be described in individual children. (AUC/EC50)/15.4 predicted terminal galactomannan (P= 0.003), and a ratio of >6 suggested a lower terminal galactomannan level (P= 0.07). The construction of linked PK-PD models is the first step in developing control software that enables not only individualized voriconazole dosages but also individualized concentration targets to achieve suppression of galactomannan levels in a timely and optimally precise manner. Controlling galactomannan levels is a first critical step to maximizing clinical response and survival.
Original language | English |
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Pages (from-to) | 2336-42 |
Number of pages | 7 |
Journal | Antimicrobial agents and chemotherapy |
Volume | 60 |
Issue number | 4 |
DOIs | |
Publication status | Published - Apr 2016 |
Externally published | Yes |
Keywords
- Antifungal Agents/administration & dosage
- Area Under Curve
- Aspergillosis/blood
- Aspergillus fumigatus/drug effects
- Biomarkers/analysis
- Child
- Child, Preschool
- Computer Simulation
- Drug Monitoring
- Female
- Fungal Polysaccharides/analysis
- Galactose/analogs & derivatives
- Humans
- Male
- Mannans/analysis
- Microbial Sensitivity Tests
- Models, Statistical
- Precision Medicine
- Voriconazole/administration & dosage