A pharmacogenetics-based dosing model incorporating age, weight, and CYP2C9 and VKORC1 genotypes accounted for 60.2% of the variability in daily warfarin dose requirements in Asian patients.
Observational (n=215)
Can a pharmacogenetics-based dosing algorithm using CYP2C9 and VKORC1 genotypes accurately predict warfarin doses in Asian patients?
A simplified pharmacogenetic model incorporating CYP2C9 and VKORC1 variants alongside age and weight can accurately predict warfarin dose requirements in Asian patients.
INTRODUCTION: Because of the unique lack of genetic diversity despite the multiethnicity in the Asian population, we hypothesize that single-nucleotide polymorphisms in cytochrome P450 (CYP) 2C9 (CYP2C9*3) and vitamin K epoxide reductase complex subunit 1 (VKORC1) at position 381, used to infer VKORC1haplotype in combination with demographic factors, can accurately predict warfarin doses. The aims of this study were to derive a pharmacogenetics-based dosing algorithm by use of retrospective information and to validate it through a data-splitting method in a separate cohort of equal size. METHODS: We used 215 records of warfarin patients recruited into a CYP2C9/VKORC1 genotyping study to perform this analysis. Univariate analyses for individual predictors, including age, weight, gender, serum albumin concentration, ethnic group, international normalized ratio, and CYP2C9 and VKORC1 381 genotypes, were conducted to select variables with P < .1 for further inclusion into the multivariate regression analysis. In the final model only predictors reaching a statistical significance of P < .05 were retained. RESULTS: Data from 107 subjects undergoing maintenance warfarin therapy with an international normalized ratio stabilized between 2 and 3 were used to derive the final model, as an exponential function of age, weight, CYP2C9*3 allele, and VKORC1 381 CC and TC genotypes, and this model accounted for 60.2% of the variability in daily warfarin dose requirement. The model was validated in a separate cohort of 108 subjects and showed a mean underestimation of 0.23 +/- 1.21 mg/d. CONCLUSION: Warfarin dose requirements in Asians can be accurately predicted by use of a combination of patient demographics and a simplified genotyping approach for single variants in CYP2C9 and VKORC1.
Tham et al. (Sun,) conducted a observational in Maintenance warfarin therapy (n=215). Pharmacogenetics-based dosing algorithm (CYP2C9 and VKORC1 genotypes plus demographics) was evaluated on Variability in daily warfarin dose requirement. A pharmacogenetics-based dosing model incorporating age, weight, and CYP2C9 and VKORC1 genotypes accounted for 60.2% of the variability in daily warfarin dose requirements in Asian patients.