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Selection plays the hand it was dealt: evidence that human adaptation commonly targets standing genetic variation

机译:选择发挥了作用:证据表明人类适应通常针对的是遗传变异

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Background: The functional impact of genetic variation has been extensively surveyed, revealing that genetic changes correlated to phenotypes lie mostly in non-coding genomic regions. Studies have linked allele-specific genetic changes to gene expression, DNA methylation, and histone marks but these investigations have only been carried out in a limited set of samples. Results: We describe a large-scale coordinated study of allelic and non-allelic effects on DNA methylation, histone mark deposition, and gene expression, detecting the interrelations between epigenetic and functional features at unprecedented resolution. We use information from whole genome and targeted bisulfite sequencing from 910 samples to perform genotype-dependent analyses of allele-specific methylation (ASM) and non-allelic methylation (mQTL). In addition, we introduce a novel genotype-independent test to detect methylation imbalance between chromosomes. Of the ~2.2 million CpGs tested for ASM, mQTL, and genotype-independent effects, we identify ~32% as being genetically regulated (ASM or mQTL) and ~14% as being putatively epigenetically regulated. We also show that epigenetically driven effects are strongly enriched in repressed regions and near transcription start sites, whereas the genetically regulated CpGs are enriched in enhancers. Known imprinted regions are enriched among epigenetically regulated loci, but we also observe several novel genomic regions (e.g., HOX genes) as being epigenetically regulated. Finally, we use our ASM datasets for functional interpretation of disease-associated loci and show the advantage of utilizing na?ve T cells for understanding autoimmune diseases. Conclusions: Our rich catalogue of haploid methylomes across multiple tissues will allow validation of epigenome association studies and exploration of new biological models for allelic exclusion in the human genome.
机译:背景:对遗传变异的功能影响已进行了广泛的调查,发现与表型相关的遗传变化主要位于非编码基因组区域。研究已经将等位基因特有的遗传变化与基因表达,DNA甲基化和组蛋白标记联系在一起,但是这些研究仅在有限的一组样本中进行。结果:我们描述了等位基因和非等位基因对DNA甲基化,组蛋白标记沉积和基因表达的大规模协调研究,以前所未有的分辨率检测了表观遗传和功能特征之间的相互关系。我们使用来自全基因组的信息和来自910个样品的靶向亚硫酸氢盐测序来进行等位基因特异性甲基化(ASM)和非等位基因甲基化(mQTL)的基因型依赖性分析。此外,我们介绍了一种新的基因型独立测试,以检测染色体之间的甲基化失衡。在针对ASM,mQTL和基因型非依赖性效应测试的约220万个CpG中,我们确定约32%被基因调控(ASM或mQTL),约14%被假定为表观遗传调控。我们还显示,表观遗传学驱动的作用在受压区域和转录起始位点附近非常丰富,而基因调控的CpGs在增强子中则很丰富。已知的印迹区域在表观遗传调控的基因座中富集,但是我们还观察到表观遗传调控的几个新的基因组区域(例如HOX基因)。最后,我们将ASM数据集用于疾病相关基因座的功能解释,并显示了利用纯净T细胞来了解自身免疫性疾病的优势。结论:我们丰富的涵盖多个组织的单倍体甲基化基因组目录将使表观基因组关联研究得以验证,并探索了人类基因组中等位基因排斥的新生物学模型。

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