Composite Functional Genetic and Comedication CYP2D6 Activity Score in Predicting Tamoxifen Drug Exposure Among Breast Cancer Patients

被引:102
作者
Borges, Silvana [1 ]
Desta, Zeruesenay [1 ]
Jin, Yan [1 ]
Faouzi, Azzouz [2 ]
Robarge, Jason D. [1 ]
Philip, Santosh [1 ]
Nguyen, Anne [1 ]
Stearns, Vered [4 ]
Hayes, Daniel [3 ]
Rae, James M. [3 ]
Skaar, Todd C. [1 ]
Flockhart, David A. [1 ]
Li, Lang [1 ,2 ]
机构
[1] Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
[2] Indiana Univ, Sch Med, Dept Med, Div Biostat, Indianapolis, IN 46202 USA
[3] Univ Michigan, Med Ctr, Dept Internal Med, Div Hematol Oncol, Ann Arbor, MI 48109 USA
[4] Johns Hopkins Univ, Dept Oncol, Baltimore, MD USA
基金
美国国家卫生研究院;
关键词
Activity score; CYP2D6; inhibition; tamoxifen; CYTOCHROME-P450; 2D6; ULTRARAPID METABOLIZER; SWEDISH POPULATION; GENOTYPE; PHARMACOGENETICS; DUPLICATION; PHENOTYPE; CODEINE; PHARMACOKINETICS; ANTIDEPRESSANTS;
D O I
10.1177/0091270009359182
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Accurate assessment of CYP2D6 phenotypes from genotype is inadequate in patients taking CYP2D6 substrate together with CYP2D6 inhibitors. A novel CYP2D6 scoring system is proposed that incorporates the impact of concomitant medications with the genotype in calculating the CYP2D6 activity score. Training (n = 159) and validation (n = 81) data sets were obtained from a prospective cohort tamoxifen pharmacogenetics registry. Two inhibitor factors were defined: 1 genotype independent and 1 genotype based. Three CYP2D6 gene scoring systems, and their combination with the inhibitor factors, were compared. These 3 scores were based on Zineh, Zanger, and Gaedigk's approaches. Endoxifen/NDM-Tam plasma ratio was used as the phenotype. The overall performance of the 3 gene scoring systems without consideration of CYP2D6-inhibiting medications in predicting CYP2D6 phenotype was poor in both the training set (R-2 = 0.24, 0.22, and 0.18) and the validation set (R-2 = 0.30, 0.24, and 0.15). Once the CYP2D6 genotype-independent inhibitor factor was integrated into the score calculation, the R-2 values in the training and validation data sets were nearly twice as high as the genotype-only scoring model: (0.44, 0.43, 0.38) and (0.53, 0.50, 0.41), respectively. The integration of the inhibitory effect of concomitant medications with the CYP2D6 genotype into the composite CYP2D6 activity score doubled the ability to predict the CYP2D6 phenotype. However, endoxifen phenotypes still varied substantially, even with incorporation of CYD2D6 genotype and inhibiting factors, suggesting that other, as yet unidentified factors must be involved in tamoxifen activation.
引用
收藏
页码:450 / 458
页数:9
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