Extending and evaluating a warfarin dosing algorithm that includes CYP4F2 and pooled rare variants of CYP2C9

被引:56
作者
Sagrieya, Hersh
Berube, Caroline
Wen, Alice
Ramakrishnan, Ramesh [2 ]
Mir, Alain [2 ]
Hamilton, Amy [2 ]
Altman, Russ B. [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Bioengn, Clark Ctr S170, Stanford, CA 94305 USA
[2] Fluidigm Corp, San Francisco, CA USA
关键词
algorithms; CYP2C9; CYP4F2; dosing; IWPC; kinetics; pharmacogenetics; rare variants; VKORC1; warfarin; K EPOXIDE REDUCTASE; DOSE REQUIREMENT; BLEEDING COMPLICATIONS; ORAL ANTICOAGULATION; GENETIC-VARIANTS; VKORC1; POLYMORPHISM; THERAPY; PHARMACOGENETICS; COMPLEX;
D O I
10.1097/FPC.0b013e328338bac2
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Objective Warfarin dosing remains challenging because of its narrow therapeutic window and large variability in dose response. We sought to analyze new factors involved in its dosing and to evaluate eight dosing algorithms, including two developed by the International Warfarin Pharmacogenetics Consortium (IWPC). Methods we enrolled 108 patients on chronic warfarin therapy and obtained complete clinical and pharmacy records; we genotyped single nucleotide polymorphisms relevant to the VKORC1, CYP2C9, and CYP4F2 genes using integrated fluidic circuits made by Fluidigm. Results When applying the IWPC pharmacogenetic algorithm to our cohort of patients, the percentage of patients within 1 mg/d of the therapeutic warfarin dose increases from 54% to 63% using clinical factors only, or from 38% using a fixed-dose approach. CYP4F2 adds 4% to the fraction of the variability in dose (R-2) explained by the IWPC pharmacogenetic algorithm (P < 0.05). Importantly, we show that pooling rare variants substantially increases the R-2 for CYP2C9 (rare variants: P = 0.0065, R-2 = 6%; common variants: P = 0.0034, R-2 = 7%; rare and common variants: P = 0.00018; R-2 = 12%), indicating that relatively rare variants not genotyped in genome-wide association studies may be important. In addition, the IWPC pharmacogenetic algorithm and the Gage (2008) algorithm perform best (IWPC: R-2 = 50%; Gage: R-2 = 49%), and all pharmacogenetic algorithms outperform the IWPC clinical equation (R-2 = 22%). VKORC1 and CYP2C9 genotypes did not affect long-term variability in dose. Finally, the Fluidigm platform, a novel warfarin genotyping method, showed 99.65% concordance between different operators and instruments. Conclusion CYP4F2 and pooled rare variants of CYP2C9 significantly improve the ability to estimate warfarin dose. Pharmacogenetics and Genomics 20:407-413 (C) 2010 Wolters Kluwer Health vertical bar Lippincott Williams & Wilkins.
引用
收藏
页码:407 / 413
页数:7
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