demin2013_Fig2

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Model Manuscripts

Systems pharmacology models can be used to understand complex pharmacokinetic-pharmacodynamic behavior: an example using 5-lipoxygenase inhibitors.

  • T Karelina
  • D Svetlichniy
  • E Metelkin
  • G Speshilov
  • O Demin
  • D Fairman
  • Piet H van der Graaf
  • BM Agoram
CPT Pharmacometrics Syst Pharmacol 2013; 2 :
Abstract
Zileuton, a 5-lipoxygenase (5LO) inhibitor, displays complex pharmaokinetic (PK)-pharmacodynamic (PD) behavior. Available clinical data indicate a lack of dose-bronchodilatory response during initial treatment, with a dose response developing after ~1-2 weeks. We developed a quantitative systems pharmacology (QSP) model to understand the mechanism behind this phenomenon. The model described the release, maturation, and trafficking of eosinophils into the airways, leukotriene synthesis by the 5LO enzyme, leukotriene signaling and bronchodilation, and the PK of zileuton. The model provided a plausible explanation for the two-phase bronchodilatory effect of zileuton-the short-term bronchodilation was due to leukotriene inhibition and the long-term bronchodilation was due to inflammatory cell infiltration blockade. The model also indicated that the theoretical maximum bronchodilation of both 5LO inhibition and leukotriene receptor blockade is likely similar. QSP modeling provided interesting insights into the effects of leukotriene modulation.CPT: Pharmacometrics & Systems Pharmacology (2013) 2, e74; doi:10.1038/psp.2013.49; advance online publication 11 September 2013.
Id Name JWS model
model0_demin1 demin1 demin1
model1_demin1 demin1 demin1
model2_demin1 demin1 demin1
model3_demin1 demin1 demin1
Id Name Source Number of Data Sources
Id Name Model Simulation Simulation Simulation
task0_model0_demin1 demin1 0.0 2880.0 1000
task1_model1_demin1 demin1 0.0 2880.0 1000
task2_model2_demin1 demin1 0.0 2880.0 1000
task3_model3_demin1 demin1 0.0 2880.0 1000

2D Plots

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Figure_2i Figure 2i 4
Figure_2ii Figure 2ii 4
Figure_2iii Figure 2iii 4

CSV Reports

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