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Inter-individual variation of DNA methylation and its implications for large-scale epigenome mapping

机译:DNA甲基化的个体间变异及其对大规模表观基因组作图的影响

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摘要

Genomic DNA methylation profiles exhibit substantial variation within the human population, with important functional implications for gene regulation. So far little is known about the characteristics and determinants of DNA methylation variation among healthy individuals. We performed bioinformatic analysis of high-resolution methylation profiles from multiple individuals, uncovering complex patterns of inter-individual variation that are strongly correlated with the local DNA sequence. CpG-rich regions exhibit low and relatively similar levels of DNA methylation in all individuals, but the sequential order of the (few) methylated among the (many) unmethylated CpGs differs randomly across individuals. In contrast, CpG-poor regions exhibit substantially elevated levels of inter-individual variation, but also significant conservation of specific DNA methylation patterns between unrelated individuals. This observation has important implications for experimental analysis of DNA methylation, e.g. in the context of epigenome projects. First, DNA methylation mapping at single-CpG resolution is expected to uncover informative DNA methylation patterns for the CpG-poor bulk of the human genome. Second, for CpG-rich regions it will be sufficient to measure average methylation levels rather than assaying every single CpG. We substantiate these conclusions by an in silico benchmarking study of six widely used methods for DNA methylation mapping. Based on our findings, we propose a cost-optimized two-track strategy for mammalian methylome projects.
机译:基因组DNA甲基化谱在人类中表现出很大的变异,对基因调控具有重要的功能意义。到目前为止,对健康个体中DNA甲基化变异的特征和决定因素知之甚少。我们对来自多个个体的高分辨率甲基化谱进行了生物信息学分析,揭示了与本地DNA序列高度相关的个体间变异的复杂模式。富含CpG的区域在所有个体中均表现出较低且相对相似的DNA甲基化水平,但在(许多)未甲基化的CpG中,(很少)甲基化的顺序在各个个体之间随机不同。相反,CpG贫乏地区的个体间变异水平显着提高,但在无关个体之间特异性DNA甲基化模式的显着保守。该观察结果对DNA甲基化的实验分析具有重要意义,例如DNA。在表观基因组项目中。首先,以单CpG分辨率进行的DNA甲基化作图有望揭示人类基因组中CpG贫乏的大部分信息DNA甲基化模式。其次,对于富含CpG的区域,只需测量平均甲基化水平即可,而不是对每个CpG进行检测。我们通过对六种广泛使用的DNA甲基化作图方法进行计算机基准研究来证实这些结论。根据我们的发现,我们为哺乳动物甲基基因组计划提出了一种成本优化的两轨策略。

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