Epigenetic Analyses of Alcohol Consumption in Combustible and Non-Combustible Nicotine Product Users.

IF 2.5 Q3 GENETICS & HEREDITY
Kelsey Dawes, Luke Sampson, Rachel Reimer, Shelly Miller, Robert Philibert, Allan Andersen
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引用次数: 4

Abstract

Alcohol and tobacco use are highly comorbid and exacerbate the associated morbidity and mortality of either substance alone. However, the relationship of alcohol consumption to the various forms of nicotine-containing products is not well understood. To improve this understanding, we examined the relationship of alcohol consumption to nicotine product use using self-report, cotinine, and two epigenetic biomarkers specific for smoking (cg05575921) and drinking (Alcohol T Scores (ATS)) in n = 424 subjects. Cigarette users had significantly higher ATS values than the other groups (p < 2.2 × 10-16). Using the objective biomarkers, the intensity of nicotine and alcohol consumption was correlated in both the cigarette and smokeless users (R = -0.66, p = 3.1 × 10-14; R2 = 0.61, p = 1.97 × 10-4). Building upon this idea, we used the objective nicotine biomarkers and age to build and test a Balanced Random Forest classification model for heavy alcohol consumption (ATS > 2.35). The model performed well with an AUC of 0.962, 89.3% sensitivity, and 85% specificity. We conclude that those who use non-combustible nicotine products drink significantly less than smokers, and cigarette and smokeless users drink more with heavier nicotine use. These findings further highlight the lack of informativeness of self-reported alcohol consumption and suggest given the public and private health burden of alcoholism, further research into whether using non-combustible nicotine products as a mode of treatment for dual users should be considered.

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可燃和非可燃尼古丁产品使用者酒精消费的表观遗传分析。
酒精和烟草的使用是高度合并症,并加剧任何一种物质单独的相关发病率和死亡率。然而,酒精消费与各种形式的含尼古丁产品之间的关系尚不清楚。为了提高这一认识,我们在424名受试者中使用自我报告、可替宁和两种吸烟特异性表观遗传生物标志物(cg05575921)和饮酒特异性表观遗传生物标志物(酒精T评分(ATS))研究了饮酒与尼古丁产品使用的关系。吸烟人群ATS值显著高于其他组(p < 2.2 × 10-16)。利用客观生物标志物,香烟使用者和无烟使用者的尼古丁和酒精消耗强度均存在相关性(R = -0.66, p = 3.1 × 10-14;R2 = 0.61, p = 1.97 × 10-4)。在此基础上,我们使用客观尼古丁生物标志物和年龄建立并测试了重度酒精消费(ATS > 2.35)的平衡随机森林分类模型。该模型的AUC为0.962,灵敏度为89.3%,特异性为85%。我们的结论是,那些使用不可燃尼古丁产品的人比吸烟者喝得少得多,而香烟和无烟产品的使用者随着尼古丁的大量使用而喝得更多。这些发现进一步强调了自我报告酒精消费的信息缺乏,并建议考虑到酗酒对公共和个人的健康负担,应进一步研究是否应考虑使用不燃尼古丁产品作为双重使用者的治疗模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Epigenomes
Epigenomes GENETICS & HEREDITY-
CiteScore
3.80
自引率
0.00%
发文量
38
审稿时长
11 weeks
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