Epigenome-based cancer risk prediction: rationale, opportunities and challenges

表观基因组 表观遗传学 医学 DNA甲基化 表观遗传学 风险分析(工程) 癌症 生物信息学 生物 遗传学 内科学 基因 基因表达
作者
Martin Widschwendter,Allison Jones,Iona Evans,Daniel Reisel,Joakim Dillner,Karin Sundström,Ewout W. Steyerberg,Yvonne Vergouwe,Odette Wegwarth,Felix G. Rebitschek,Uwe Siebert,Gaby Sroczynski,Inez D. de Beaufort,Ineke Bolt,David Cibula,Michal Zikán,Line Bjørge,Nicoletta Colombo,Nadia Harbeck,Frank Dudbridge
出处
期刊:Nature Reviews Clinical Oncology [Nature Portfolio]
卷期号:15 (5): 292-309 被引量:167
标识
DOI:10.1038/nrclinonc.2018.30
摘要

The development of cancer involves several epigenomic alterations, and the presence of certain alterations before the development of cancer is associated with cancer risk. In this Review, the authors describe the potential of epigenomics-based assays to predict an individual's risk of cancer, including discussions of technical, practical and societal issues regarding the implementation of such assays. The incidence of cancer is continuing to rise and risk-tailored early diagnostic and/or primary prevention strategies are urgently required. The ideal risk-predictive test should: integrate the effects of both genetic and nongenetic factors and aim to capture these effects using an approach that is both biologically stable and technically reproducible; derive a score from easily accessible biological samples that acts as a surrogate for the organ in question; and enable the effectiveness of risk-reducing measures to be monitored. Substantial evidence has accumulated suggesting that the epigenome and, in particular, DNA methylation-based tests meet all of these requirements. However, the development and implementation of DNA methylation-based risk-prediction tests poses considerable challenges. In particular, the cell type specificity of DNA methylation and the extensive cellular heterogeneity of the easily accessible surrogate cells that might contain information relevant to less accessible tissues necessitates the use of novel methods in order to account for these confounding issues. Furthermore, the engagement of the scientific community with health-care professionals, policymakers and the public is required in order to identify and address the organizational, ethical, legal, social and economic challenges associated with the routine use of epigenetic testing.
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