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Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies

机译:全基因组范围内个体间可变的DNA甲基化位点的鉴定提高了表观遗传关联研究的功效

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摘要

Epigenome-wide association studies, which searches for blood-based DNA methylation signatures associated with environmental exposures and/or disease susceptibilities, is a promising approach to a better understanding of the molecular aetiology of common diseases. To carry out large-scale epigenome-wide association studies while avoiding false negative detection, an efficient strategy to determine target CpG sites for microarray-based or sequencing-based DNA methylation profiling is essentially needed. Here, we propose and validate a hypothesis that a strategy focusing on CpG sites with high DNA methylation level variability may attain an improved efficacy. Through whole-genome bisulfite sequencing of purified blood cells collected from > 100 apparently healthy subjects, we identified ~2.0 million inter-individually variable CpG sites as potential targets. The efficacy of our strategy was estimated to be 3.7-fold higher than that of the most frequently used strategy. Our catalogue of inter-individually variable CpG sites will accelerate the discovery of clinically relevant DNA methylation biomarkers in future epigenome-wide association studies.
机译:整个表观基因组关联研究旨在寻找与环境暴露和/或疾病易感性相关的基于血液的DNA甲基化特征,是一种更好地了解常见疾病分子病因的有前途的方法。为了进行大规模的表观基因组范围的关联研究,同时避免假阴性检测,本质上需要一种有效的策略来确定基于微阵列或基于测序的DNA甲基化分析的目标CpG位点。在这里,我们提出并验证了一个假设,即针对具有高DNA甲基化水平变异性的CpG位点的策略可能会提高疗效。通过全基因组亚硫酸氢盐测序,对从> 100例显然健康的受试者中收集的纯化血细胞进行测序,我们确定了约200万个个体间可变CpG位点作为潜在靶标。我们的策略的有效性估计比最常用的策略高3.7倍。我们的个体间可变CpG位点目录将加快未来表观基因组关联研究中临床相关DNA甲基化生物标记物的发现。

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