1. Interactive modeling for ongoing utility of pharmacogenetic diagnostic testing: application for warfarin therapy.
- Author
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Linder MW, Bon Homme M, Reynolds KK, Gage BF, Eby C, Silvestrov N, and Valdes R Jr
- Subjects
- Adult, Aged, Aged, 80 and over, Anticoagulants blood, Cytochrome P-450 CYP2C9, Female, Genotype, Humans, International Normalized Ratio, Male, Middle Aged, Pharmacogenetics, Phenotype, Polymorphism, Genetic, Vitamin K Epoxide Reductases, Warfarin blood, Anticoagulants administration & dosage, Aryl Hydrocarbon Hydroxylases genetics, Decision Support Techniques, Mixed Function Oxygenases genetics, Warfarin administration & dosage
- Abstract
Background: The application of pharmacogenetic results requires demonstrable correlations between a test result and an indicated specific course of action. We developed a computational decision-support tool that combines patient-specific genotype and phenotype information to provide strategic dosage guidance. This tool, through estimating quantitative and temporal parameters associated with the metabolism- and concentration-dependent response to warfarin, provides the necessary patient-specific context for interpreting international normalized ratio (INR) measurements., Methods: We analyzed clinical information, plasma S-warfarin concentration, and CYP2C9 (cytochrome P450, family 2, subfamily C, polypeptide 9) and VKORC1 (vitamin K epoxide reductase complex, subunit 1) genotypes for 137 patients with stable INRs. Plasma S-warfarin concentrations were evaluated by VKORC1 genotype (-1639G>A). The steady-state plasma S-warfarin concentration was calculated with CYP2C9 genotype-based clearance rates and compared with actual measurements., Results: The plasma S-warfarin concentration required to yield the target INR response is significantly (P < 0.05) associated with VKORC1 -1639G>A genotype (GG, 0.68 mg/L; AG, 0.48 mg/L; AA, 0.27 mg/L). Modeling of the plasma S-warfarin concentration according to CYP2C9 genotype predicted 58% of the variation in measured S-warfarin concentration: Measured [S-warfarin] = 0.67(Estimated [S-warfarin]) + 0.16 mg/L., Conclusions: The target interval of plasma S-warfarin concentration required to yield a therapeutic INR can be predicted from the VKORC1 genotype (pharmacodynamics), and the progressive changes in S-warfarin concentration after repeated daily dosing can be predicted from the CYP2C9 genotype (pharmacokinetics). Combining the application of multivariate equations for estimating the maintenance dose with genotype-guided pharmacokinetics/pharmacodynamics modeling provides a powerful tool for maximizing the value of CYP2C9 and VKORC1 test results for ongoing application to patient care.
- Published
- 2009
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