The predictive power of profiling the DNA methylome in human health and disease.

IF 3 4区 医学 Q2 GENETICS & HEREDITY
Epigenomics Pub Date : 2025-06-01 Epub Date: 2025-05-10 DOI:10.1080/17501911.2025.2500907
Paraskevi Christofidou, Christopher G Bell
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引用次数: 0

Abstract

Early and accurate diagnosis significantly improves the chances of disease survival. DNA methylation (5mC), the major DNA modification in the human genome, is now recognized as a biomarker of immense clinical potential. This is due to its ability to delineate precisely cell-type, quantitate both internal and external exposures, as well as tracking chronological and biological components of the aging process. Here, we survey the current state of DNA methylation as a biomarker and predictor of traits and disease. This includes Epigenome-wide association study (EWAS) findings that inform Methylation Risk Scores (MRS), EpiScore long-term estimators of plasma protein levels, and machine learning (ML) derived DNA methylation clocks. These all highlight the significant benefits of accessible peripheral blood DNA methylation as a surrogate measure. However, detailed DNA methylation biopsy analysis in real-time is also empowering pathological diagnosis. Furthermore, moving forward, in this multi-omic and biobank scale era, novel insights will be enabled by the amplified power of increasing sample sizes and data integration.

分析DNA甲基组在人类健康和疾病中的预测能力。
早期和准确的诊断可显著提高疾病存活的机会。DNA甲基化(5mC)是人类基因组中主要的DNA修饰,目前被认为是一种具有巨大临床潜力的生物标志物。这是由于它能够精确地描绘细胞类型,量化内部和外部暴露,以及跟踪衰老过程的时间和生物成分。在这里,我们调查了DNA甲基化作为性状和疾病的生物标志物和预测因子的现状。这包括表观基因组关联研究(EWAS)的发现,这些发现为甲基化风险评分(MRS)、EpiScore血浆蛋白水平长期估计值和机器学习(ML)衍生的DNA甲基化时钟提供了信息。这些都突出了可获得的外周血DNA甲基化作为替代测量的显着益处。然而,实时详细的DNA甲基化活检分析也有助于病理诊断。此外,展望未来,在这个多组学和生物库规模的时代,不断增加的样本量和数据集成的放大能力将使新的见解成为可能。
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来源期刊
Epigenomics
Epigenomics GENETICS & HEREDITY-
CiteScore
5.80
自引率
2.60%
发文量
95
审稿时长
>12 weeks
期刊介绍: Epigenomics provides the forum to address the rapidly progressing research developments in this ever-expanding field; to report on the major challenges ahead and critical advances that are propelling the science forward. The journal delivers this information in concise, at-a-glance article formats – invaluable to a time constrained community. Substantial developments in our current knowledge and understanding of genomics and epigenetics are constantly being made, yet this field is still in its infancy. Epigenomics provides a critical overview of the latest and most significant advances as they unfold and explores their potential application in the clinical setting.
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