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

Luc J Huurneman, Michael Neely, Anette Veringa, Fernando Docobo Pérez, Virginia Ramos-Martin, Wim J Tissing, Jan-Willem C Alffenaar, William Hope

Research output: Contribution to journalArticlepeer-review

32 Citations (Scopus)

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 languageEnglish
Pages (from-to)2336-42
Number of pages7
JournalAntimicrobial agents and chemotherapy
Volume60
Issue number4
DOIs
Publication statusPublished - Apr 2016
Externally publishedYes

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

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