Banovich Nicholas E, Lan Xun, McVicker Graham, van de Geijn Bryce, Degner Jacob F, Blischak John D, Roux Julien, Pritchard Jonathan K, Gilad Yoav
Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America.
Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America; Department of Genetics, Stanford University, Stanford, California, United States of America.
PLoS Genet. 2014 Sep 18;10(9):e1004663. doi: 10.1371/journal.pgen.1004663. eCollection 2014 Sep.
DNA methylation is an important epigenetic regulator of gene expression. Recent studies have revealed widespread associations between genetic variation and methylation levels. However, the mechanistic links between genetic variation and methylation remain unclear. To begin addressing this gap, we collected methylation data at ∼300,000 loci in lymphoblastoid cell lines (LCLs) from 64 HapMap Yoruba individuals, and genome-wide bisulfite sequence data in ten of these individuals. We identified (at an FDR of 10%) 13,915 cis methylation QTLs (meQTLs)-i.e., CpG sites in which changes in DNA methylation are associated with genetic variation at proximal loci. We found that meQTLs are frequently associated with changes in methylation at multiple CpGs across regions of up to 3 kb. Interestingly, meQTLs are also frequently associated with variation in other properties of gene regulation, including histone modifications, DNase I accessibility, chromatin accessibility, and expression levels of nearby genes. These observations suggest that genetic variants may lead to coordinated molecular changes in all of these regulatory phenotypes. One plausible driver of coordinated changes in different regulatory mechanisms is variation in transcription factor (TF) binding. Indeed, we found that SNPs that change predicted TF binding affinities are significantly enriched for associations with DNA methylation at nearby CpGs.
DNA甲基化是基因表达的一种重要表观遗传调控因子。近期研究揭示了基因变异与甲基化水平之间广泛的关联。然而,基因变异与甲基化之间的机制联系仍不清楚。为了开始填补这一空白,我们收集了来自64名HapMap约鲁巴个体的淋巴母细胞系(LCL)中约300,000个位点的甲基化数据,以及其中10名个体的全基因组亚硫酸氢盐序列数据。我们鉴定出(在10%的错误发现率下)13,915个顺式甲基化数量性状基因座(meQTL),即DNA甲基化变化与近端基因座的基因变异相关的CpG位点。我们发现,meQTL经常与长达3 kb区域内多个CpG的甲基化变化相关。有趣的是,meQTL也经常与基因调控的其他特性的变异相关,包括组蛋白修饰、DNase I可及性、染色质可及性以及附近基因的表达水平。这些观察结果表明,基因变异可能导致所有这些调控表型的协同分子变化。不同调控机制协同变化的一个合理驱动因素是转录因子(TF)结合的变异。实际上,我们发现改变预测的TF结合亲和力的单核苷酸多态性(SNP)与附近CpG的DNA甲基化的关联显著富集。