Composite Functional Genetic and Comedication CYP2D6 Activity Score in Predicting Tamoxifen Drug Exposure Among Breast Cancer Patients
被引:102
作者:
Borges, Silvana
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Borges, Silvana
[1
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Desta, Zeruesenay
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Desta, Zeruesenay
[1
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Jin, Yan
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Jin, Yan
[1
]
Faouzi, Azzouz
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Indiana Univ, Sch Med, Dept Med, Div Biostat, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Faouzi, Azzouz
[2
]
Robarge, Jason D.
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Robarge, Jason D.
[1
]
Philip, Santosh
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Philip, Santosh
[1
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Nguyen, Anne
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Nguyen, Anne
[1
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Stearns, Vered
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Johns Hopkins Univ, Dept Oncol, Baltimore, MD USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Stearns, Vered
[4
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Hayes, Daniel
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Univ Michigan, Med Ctr, Dept Internal Med, Div Hematol Oncol, Ann Arbor, MI 48109 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Hayes, Daniel
[3
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Rae, James M.
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Univ Michigan, Med Ctr, Dept Internal Med, Div Hematol Oncol, Ann Arbor, MI 48109 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Rae, James M.
[3
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Skaar, Todd C.
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Skaar, Todd C.
[1
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Flockhart, David A.
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Flockhart, David A.
[1
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Li, Lang
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Indiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
Indiana Univ, Sch Med, Dept Med, Div Biostat, Indianapolis, IN 46202 USAIndiana Univ, Sch Med, Dept Med, Div Clin Pharmacol, Indianapolis, IN 46202 USA
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
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.
机构:
Univ Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USAUniv Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USA
Dinsmore, L
Wedlund, P
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Univ Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USAUniv Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USA
机构:
Univ Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USAUniv Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USA
Dinsmore, L
Wedlund, P
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Univ Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USAUniv Kentucky, Eastern State Hosp, Mental Hlth Res Ctr, Lexington, KY 40508 USA