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. 2008 Sep;84(3):393-402.
doi: 10.1038/clpt.2008.63. Epub 2008 Apr 16.

Pharmacogenetic pathway analysis of irinotecan

Affiliations

Pharmacogenetic pathway analysis of irinotecan

G L Rosner et al. Clin Pharmacol Ther. 2008 Sep.

Abstract

Irinotecan, a chemotherapeutic agent against various solid tumors, is a prodrug requiring activation to SN-38. Irinotecan's complex pharmacokinetics potentially allow for many genetic sources of variability. We explored relationships between pharmacokinetic pathways and polymorphisms in genes associated with irinotecan's metabolism and transport. We fitted a seven-compartment pharmacokinetic model with enterohepatic recirculation (EHR) to concentrations of irinotecan and metabolites SN-38, SN-38 glucuronide (SN-38G), and aminopentanoic acid (APC). Principal component analysis (PCA) of patient-specific parameter estimates produced measures interpretable along pathways. Nine principal components provided good characterization of the overall variation. Polymorphisms in genes UGT1A1, UGT1A7, and UGT1A9 had strong associations with a component corresponding to the irinotecan-to-SN-38 pathway and SN-38 recirculation and to a component relating to SN-38-to-SN-38G conversion and elimination of SN-38G. The component characterizing irinotecan's compartments was associated with HNF1alpha and ABCC2 polymorphisms. The exploratory analysis with PCA in this pharmacogenetic analysis was able to identify known associations and may have allowed identification of previously uncharacterized functional polymorphisms.

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Figures

Figure 1
Figure 1
Pharmacokinetic model with enterohepatic recirculation (EHRT). The numbers in the lower right corner of the compartments identify each compartment.
Figure 2
Figure 2
Example fit of model to one patient’s concentration-time data for irinotecan (a), SN-38 (b), SN-38G (c), and APC (d).
Figure 3
Figure 3
Biplot showing the first two PCs after rotation. The numbers in the graph refer to patients (numbered consecutively). The scales of the axes refer to the PC scores (see text) for each patient. Each arrow is labeled with the corresponding parameter from the pharmacokinetic model (Figure 1).
Figure 4
Figure 4
The first two PCs as pharmacokinetic pathways with associated polymorphisms.

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