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AHRR 甲基化可预测唾液和血液 DNA 中的吸烟状况和吸烟强度。

AHRR methylation predicts smoking status and smoking intensity in both saliva and blood DNA.

机构信息

Department of Psychiatry, University of Iowa, Iowa City, Iowa.

Behavioral Diagnostics LLC, Coralville, Iowa.

出版信息

Am J Med Genet B Neuropsychiatr Genet. 2020 Jan;183(1):51-60. doi: 10.1002/ajmg.b.32760. Epub 2019 Aug 27.

Abstract

Many existing DNA repositories do not have robust characterizations of smoking, while for many currently ongoing studies, the advent of vaping has rendered traditional cotinine-based methods of determining smoking status unreliable. Previously, we have shown that methylation status at cg05575921 in whole blood DNA can reliably predict cigarette consumption. However, whether methylation status in saliva can be used similarly has yet to be established. Herein, we use DNA from 418 biochemically confirmed smokers or nonsmokers to compare and contrast the utility of cg05575921 in classifying and quantifying cigarette smoking. Using whole blood DNA, a model incorporating age, gender, and methylation status had a receiver operating characteristic (ROC) area under the curve (AUC) for predicting smoking status of 0.995 with a nonlinear demethylation response to smoking. Using saliva DNA, the ROC AUC for predicting smoking was 0.971 with the plot of the relationship of DNA methylation to daily cigarette consumption being very similar to that seen for whole blood DNA. The addition of information from another methylation marker designed to correct for cellular heterogeneity improved the AUC for saliva DNA to 0.981. Finally, in 31 subjects who reported quitting smoking 10 or more years previously, cg05575921 methylation was nonsignificantly different from controls. We conclude that DNA methylation status at cg05575921 in DNA from whole blood or saliva predicts smoking status and daily cigarette consumption. We suggest these epigenetic assessments for objectively ascertaining smoking status will find utility in research, clinical, and civil applications.

摘要

许多现有的 DNA 数据库对吸烟情况的描述并不完善,而对于许多目前正在进行的研究,蒸气吸入的出现使得传统的基于可替宁的方法来确定吸烟状态变得不可靠。此前,我们已经表明,全血 DNA 中 cg05575921 处的甲基化状态可以可靠地预测吸烟量。然而,唾液中甲基化状态是否可以同样使用尚待确定。在此,我们使用 418 份经过生物化学确认的吸烟者或非吸烟者的 DNA,比较和对比 cg05575921 用于分类和量化吸烟的效用。使用全血 DNA,包含年龄、性别和甲基化状态的模型对吸烟状态的预测具有 0.995 的接收者操作特征 (ROC) 曲线下面积 (AUC),并且存在对吸烟的非线性去甲基化反应。使用唾液 DNA,预测吸烟的 ROC AUC 为 0.971,DNA 甲基化与每日吸烟量的关系图与全血 DNA 非常相似。添加另一个旨在纠正细胞异质性的甲基化标记信息,提高了唾液 DNA 的 AUC 至 0.981。最后,在 31 名报告戒烟 10 年或更长时间的受试者中,cg05575921 甲基化与对照组相比无显著差异。我们得出结论,来自全血或唾液的 DNA 中的 cg05575921 处的 DNA 甲基化状态预测吸烟状态和每日吸烟量。我们建议,这些表观遗传评估方法将在研究、临床和民事应用中发现用于客观确定吸烟状态的实用性。

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