Evaluation of a weighted genetic risk score for the prediction of biomarkers of CYP2A6 activity

被引:24
作者
El-Boraie, Ahmed [1 ]
Taghavi, Taraneh [1 ]
Chenoweth, Meghan J. [1 ]
Fukunaga, Koya [2 ]
Mushiroda, Taisei [2 ]
Kubo, Michiaki [2 ]
Lerman, Caryn [3 ,4 ]
Nollen, Nicole L. [5 ]
Benowitz, Neal L. [6 ,7 ,8 ]
Tyndale, Rachel F. [1 ,9 ,10 ]
机构
[1] Univ Toronto, Dept Pharmacol & Toxicol, Room 4326,Med Sci Bldg,1 Kings Coll Circle, Toronto, ON M5S 1A8, Canada
[2] RIKEN, Ctr Integrat Med Sci, Yokohama, Kanagawa 2300045, Japan
[3] Univ Penn, Dept Psychiat, Philadelphia, PA 19104 USA
[4] Univ Penn, Abramson Canc Ctr, Philadelphia, PA 19104 USA
[5] Univ Kansas, Dept Prevent Med & Publ Hlth, Kansas City, KS 66160 USA
[6] Univ Calif San Francisco, Div Clin Pharmacol & Expt Therapeut, Dept Med, Med Serv, San Francisco, CA 94110 USA
[7] Univ Calif San Francisco, Div Clin Pharmacol & Expt Therapeut, Dept Biopharmaceut Sci, Med Serv, San Francisco, CA 94110 USA
[8] Univ Calif San Francisco, Ctr Tobacco Control Res & Educ, San Francisco, CA 94110 USA
[9] Univ Toronto, Campbell Family Mental Hlth Res Inst, Dept Psychiat, Ctr Addict & Mental Hlth, Toronto, ON M6J 1H4, Canada
[10] Univ Toronto, Div Brain & Therapeut, Dept Psychiat, Toronto, ON M6J 1H4, Canada
基金
美国国家卫生研究院; 加拿大健康研究院; 加拿大创新基金会;
关键词
CYP2A6; European-ancestry; genetic risk score; nicotine metabolism; pharmacogenetics; NICOTINE METABOLITE RATIO; GENOME-WIDE ASSOCIATION; TRANSDERMAL NICOTINE; SMOKING-CESSATION; AFRICAN-AMERICAN; REAL-TIME; COTININE; PLASMA; GENOTYPE; SUSCEPTIBILITY;
D O I
10.1111/adb.12741
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The nicotine metabolite ratio (NMR; 3-hydroxycotinine/cotinine) is an index of CYP2A6 activity. CYP2A6 is responsible for nicotine's metabolic inactivation and variation in the NMR/CYP2A6 is associated with several smoking behaviors. Our aim was to integrate established alleles and novel genome-wide association studies (GWAS) signals to create a weighted genetic risk score (wGRS) for the CYP2A6 gene for European-ancestry populations. The wGRS was compared with a previous CYP2A6 gene scoring approach designed for an alternative phenotype (C2/N2; cotinine-d2/(nicotine-d2 + cotinine-d2)). CYP2A6 genotypes and the NMR were assessed in European-ancestry participants. The wGRS training set included N = 933 smokers recruited to the Pharmacogenetics of Nicotine Addiction and Treatment clinical trial [NCT01314001]. The replication cohort included N = 196 smokers recruited to the Quit 2 Live clinical trial [NCT01836276]. Comparisons between the two CYP2A6 phenotypes and with fractional clearance were made in a laboratory-based pharmacokinetic study (N = 92 participants). In both the training and replication sets, the wGRS, which included seven CYP2A6 variants, explained 33.8% (P < 0.001) of the variance in NMR, providing improved predictive power to the NMR phenotype when compared with other CYP2A6 gene scoring approaches. NMR and C2/N2 were strongly correlated to nicotine clearance (<rho> = 0.70 and rho = 0.79, respectively; P < 0.001), and to one another (<rho> = 0.82; P < 0.001); however reduced function genotypes occurred in slow NMR but throughout C2/N2. The wGRS was able to predict smoking quantity and nicotine intake, to discriminate between NMR slow and normal metabolizers (AUC = 0.79; P < 0.001), and to replicate previous NMR-stratified cessation outcomes showing unique treatment outcomes between metabolizer groups.
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页数:12
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