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评估 CYP2A6 活性生物标志物预测的加权遗传风险评分。

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

机构信息

Department of Pharmacology and Toxicology, University of Toronto, Toronto, M5S 1A8, Canada.

Center for Integrative Medical Sciences, RIKEN, Yokohama, Kanagawa, 230-0045, Japan.

出版信息

Addict Biol. 2020 Jan;25(1):e12741. doi: 10.1111/adb.12741. Epub 2019 Feb 27.

Abstract

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 (ρ = 0.70 and ρ = 0.79, respectively; P < 0.001), and to one another (ρ = 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.

摘要

尼古丁代谢物比值(NMR;3-羟基可替宁/可替宁)是细胞色素 P4502A6(CYP2A6)活性的指标。CYP2A6 负责尼古丁的代谢失活,NMR/CYP2A6 的变化与几种吸烟行为有关。我们的目的是整合已建立的等位基因和新的全基因组关联研究(GWAS)信号,为欧洲血统人群创建 CYP2A6 基因的加权遗传风险评分(wGRS)。wGRS 与之前为替代表型(C2/N2;可替宁-d2/(尼古丁-d2+可替宁-d2))设计的 CYP2A6 基因评分方法进行了比较。在欧洲血统参与者中评估了 CYP2A6 基因型和 NMR。wGRS 训练集包括招募参加尼古丁成瘾和治疗药物遗传学研究的 933 名吸烟者[NCT01314001]。复制队列包括招募参加 Quit 2 Live 临床试验的 196 名吸烟者[NCT01836276]。在一项基于实验室的药代动力学研究(N=92 名参与者)中比较了两种 CYP2A6 表型与分数清除率。在训练和复制集中,wGRS 包括七个 CYP2A6 变体,解释了 NMR 变异的 33.8%(P<0.001),与其他 CYP2A6 基因评分方法相比,对 NMR 表型具有更好的预测能力。NMR 和 C2/N2 与尼古丁清除率密切相关(ρ=0.70 和 ρ=0.79,分别;P<0.001),并且彼此相关(ρ=0.82;P<0.001);然而,在 NMR 较慢的情况下会出现功能降低的基因型,但在整个 C2/N2 中都存在。wGRS 能够预测吸烟量和尼古丁摄入量,区分 NMR 慢代谢者和正常代谢者(AUC=0.79;P<0.001),并复制之前基于 NMR 的戒烟结果,显示代谢物组之间的独特治疗结果。

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