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在整个生命过程中验证和描述 DNA 甲基化酒精生物标志物。

Validation and characterisation of a DNA methylation alcohol biomarker across the life course.

机构信息

MRC Integrative Epidemiology Unit, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS82BN, UK.

Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.

出版信息

Clin Epigenetics. 2019 Nov 27;11(1):163. doi: 10.1186/s13148-019-0753-7.

Abstract

BACKGROUND

Recently, an alcohol predictor was developed using DNA methylation at 144 CpG sites (DNAm-Alc) as a biomarker for improved clinical or epidemiologic assessment of alcohol-related ill health. We validate the performance and characterise the drivers of this DNAm-Alc for the first time in independent populations.

RESULTS

In N = 1049 parents from the Avon Longitudinal Study of Parents and Children (ALSPAC) Accessible Resource for Integrated Epigenomic Studies (ARIES) at midlife, we found DNAm-Alc explained 7.6% of the variation in alcohol intake, roughly half of what had been reported previously, and interestingly explained a larger 9.8% of Alcohol Use Disorders Identification Test (AUDIT) score, a scale of alcohol use disorder. Explanatory capacity in participants from the offspring generation of ARIES measured during adolescence was much lower. However, DNAm-Alc explained 14.3% of the variation in replication using the Head and Neck 5000 (HN5000) clinical cohort that had higher average alcohol consumption. To investigate whether this relationship was being driven by genetic and/or earlier environment confounding, we examined how earlier versus concurrent DNAm-Alc measures predicted AUDIT scores. In both ARIES parental and offspring generations, we observed associations between AUDIT and concurrent, but not earlier DNAm-Alc, suggesting independence from genetic and stable environmental contributions.

CONCLUSIONS

The stronger relationship between DNAm-Alcs and AUDIT in parents at midlife compared to adolescents despite similar levels of consumption suggests that DNAm-Alc likely reflects long-term patterns of alcohol abuse. Such biomarkers may have potential applications for biomonitoring and risk prediction, especially in cases where reporting bias is a concern.

摘要

背景

最近,一种使用 144 个 CpG 位点的 DNA 甲基化(DNAm-Alc)作为生物标志物的酒精预测器被开发出来,用于改善对与酒精相关的不良健康的临床或流行病学评估。我们首次在独立人群中验证了这种 DNAm-Alc 的性能,并对其驱动因素进行了描述。

结果

在 N = 1049 名来自阿冯纵向研究父母和儿童(ALSPAC)可访问资源综合表观基因组学研究(ARIES)的中年人父母中,我们发现 DNAm-Alc 解释了酒精摄入量变化的 7.6%,大约是之前报道的一半,有趣的是,它还解释了酒精使用障碍识别测试(AUDIT)评分的更大变化,AUDIT 是一个衡量酒精使用障碍的量表。在 ARIES 后代队列中,在青少年时期测量的参与者的解释能力要低得多。然而,DNAm-Alc 解释了使用头部和颈部 5000(HN5000)临床队列的复制的 14.3%的变化,该队列的平均酒精摄入量更高。为了研究这种关系是否受到遗传和/或早期环境混杂因素的影响,我们研究了早期与同期的 DNAm-Alc 测量值如何预测 AUDIT 评分。在 ARIES 父母和后代两代中,我们观察到 AUDIT 与同期的 DNAm-Alc 相关,而与早期的 DNAm-Alc 无关,这表明 DNAm-Alc 独立于遗传和稳定的环境因素。

结论

尽管父母的酒精摄入量与青少年相似,但在中年父母中,DNAm-Alc 与 AUDIT 之间的关系更强,这表明 DNAm-Alc 可能反映了长期的酒精滥用模式。这种生物标志物可能具有生物监测和风险预测的应用潜力,特别是在报告偏差是一个问题的情况下。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d4a/6880546/cc77793fe006/13148_2019_753_Fig1_HTML.jpg

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