Behavioral Diagnostics LLC, Coralville, IA, USA.
Department of Psychiatry, University of Iowa, Iowa City, IA, USA.
Epigenetics. 2021 Sep;16(9):969-979. doi: 10.1080/15592294.2020.1834918. Epub 2020 Oct 26.
Currently, the most commonly used biomarker of alcohol consumption patterns is carbohydrate-deficient transferrin (CDT). However, the CDT has limited sensitivity and requires the use of blood. Recently, we have shown that digital DNA methylation techniques can both sensitively and specifically detect heavy alcohol consumption (HAC) using DNA from blood or saliva. In order to better understand the relative performance characteristics of these two tests, we compared an Alcohol T-Score (ATS) derived from our prior study and serum CDT levels in 313 (182 controls and 131 HAC cases) subjects discordant for HAC. Overall, the Receiver Operating Characteristic (ROC) area under the curve (AUC) analyses showed that DNA methylation predicted HAC status better than CDT with AUCs of 0.96 and 0.87, respectively (p < 0.0001). The performance of the CDT was affected by gender while the ATS was not, while both were affected by age. We conclude that DNA methylation is a promising method for quantifying HAC and that further studies to better refine its strengths and limitations are in order.
目前,最常用于检测饮酒模式的生物标志物是糖缺乏转铁蛋白(CDT)。然而,CDT 的灵敏度有限,并且需要使用血液。最近,我们已经证明,使用血液或唾液中的 DNA,数字 DNA 甲基化技术可以灵敏且特异性地检测大量饮酒(HAC)。为了更好地了解这两种测试的相对性能特征,我们比较了来自先前研究的酒精 T 评分(ATS)和 313 名(182 名对照和 131 名 HAC 病例) HAC 不一致的受试者的血清 CDT 水平。总体而言,受试者工作特征(ROC)曲线下面积(AUC)分析表明,与 CDT(AUC 分别为 0.87 和 0.96)相比,DNA 甲基化预测 HAC 状态的效果更好(p<0.0001)。CDT 的性能受到性别影响,而 ATS 不受影响,两者均受年龄影响。我们得出结论,DNA 甲基化是一种很有前途的量化 HAC 的方法,需要进一步研究以更好地确定其优势和局限性。