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可燃和不可燃尼古丁产品使用者饮酒情况的表观遗传学分析

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

作者信息

Dawes Kelsey, Sampson Luke, Reimer Rachel, Miller Shelly, Philibert Robert, Andersen Allan

机构信息

Department of Psychiatry, University of Iowa, Iowa City, IA 52242, USA.

Behavioral Diagnostics LLC, Coralville, IA 52241, USA.

出版信息

Epigenomes. 2021 Sep 1;5(3):18. doi: 10.3390/epigenomes5030018.

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 = 424 subjects. Cigarette users had significantly higher ATS values than the other groups ( < 2.2 × 10). Using the objective biomarkers, the intensity of nicotine and alcohol consumption was correlated in both the cigarette and smokeless users ( = -0.66, = 3.1 × 10; = 0.61, = 1.97 × 10). 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.

摘要

酒精和烟草的使用高度共病,会加剧单独使用任何一种物质所带来的相关发病率和死亡率。然而,酒精消费与各种含尼古丁产品之间的关系尚未得到很好的理解。为了增进这方面的了解,我们在424名受试者中,使用自我报告、可替宁以及两种分别针对吸烟(cg05575921)和饮酒(酒精T评分(ATS))的表观遗传生物标志物,研究了酒精消费与尼古丁产品使用之间的关系。吸烟者的ATS值显著高于其他组(P < 2.2 × 10)。使用客观生物标志物,在吸烟者和无烟烟草使用者中,尼古丁和酒精消费强度均呈相关(r = -0.66,P = 3.1 × 10;r = 0.61,P = 1.97 × 10)。基于这一观点,我们使用客观尼古丁生物标志物和年龄构建并测试了一个用于重度酒精消费(ATS > 2.35)的平衡随机森林分类模型。该模型表现良好,曲线下面积(AUC)为0.962,灵敏度为89.3%,特异性为85%。我们得出结论,使用不可燃尼古丁产品的人饮酒量明显少于吸烟者,并且吸烟者和无烟烟草使用者随着尼古丁使用量的增加饮酒量也更多。这些发现进一步凸显了自我报告的酒精消费缺乏信息价值,并表明鉴于酒精中毒对公众和个人健康造成的负担,应考虑进一步研究将使用不可燃尼古丁产品作为双重使用者的一种治疗方式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8311/8594674/7b5ab5e0ac60/epigenomes-05-00018-g001.jpg

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