Pharmacodynamics of Voriconazole in Children: Further Steps along the Path to True Individualized Therapy

Antimicrob Agents Chemother. 2016 Mar 25;60(4):2336-42. doi: 10.1128/AAC.03023-15. Print 2016 Apr.

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.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antifungal Agents / administration & dosage
  • Antifungal Agents / blood
  • Antifungal Agents / pharmacokinetics*
  • Area Under Curve
  • Aspergillosis / blood
  • Aspergillosis / drug therapy*
  • Aspergillosis / microbiology
  • Aspergillus fumigatus / drug effects*
  • Aspergillus fumigatus / growth & development
  • Aspergillus fumigatus / metabolism
  • 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
  • Voriconazole / blood
  • Voriconazole / pharmacokinetics*

Substances

  • Antifungal Agents
  • Biomarkers
  • Fungal Polysaccharides
  • Mannans
  • galactomannan
  • Voriconazole
  • Galactose