Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Division of Human Genetics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Center for Spatial and Functional Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA; Department of Biostatistics, Epidemiology, & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Am J Hum Genet. 2019 Jul 3;105(1):89-107. doi: 10.1016/j.ajhg.2019.05.010. Epub 2019 Jun 13.
Deciphering the impact of genetic variation on gene regulation is fundamental to understanding common, complex human diseases. Although histone modifications are important markers of gene regulatory elements of the genome, any specific histone modification has not been assayed in more than a few individuals in the human liver. As a result, the effects of genetic variation on histone modification states in the liver are poorly understood. Here, we generate the most comprehensive genome-wide dataset of two epigenetic marks, H3K4me3 and H3K27ac, and annotate thousands of putative regulatory elements in the human liver. We integrate these findings with genome-wide gene expression data collected from the same human liver tissues and high-resolution promoter-focused chromatin interaction maps collected from human liver-derived HepG2 cells. We demonstrate widespread functional consequences of natural genetic variation on putative regulatory element activity and gene expression levels. Leveraging these extensive datasets, we fine-map a total of 74 GWAS loci that have been associated with at least one complex phenotype. Our results reveal a repertoire of genes and regulatory mechanisms governing complex disease development and further the basic understanding of genetic and epigenetic regulation of gene expression in the human liver tissue.
解析遗传变异对基因调控的影响对于理解常见的复杂人类疾病至关重要。尽管组蛋白修饰是基因组基因调控元件的重要标记物,但在人类肝脏中,任何特定的组蛋白修饰都没有在超过几个人身上进行过检测。因此,遗传变异对肝脏中组蛋白修饰状态的影响还知之甚少。在这里,我们生成了最全面的全基因组范围内两种表观遗传标记 H3K4me3 和 H3K27ac 的数据集,并注释了人类肝脏中数千个潜在的调控元件。我们将这些发现与从相同人类肝脏组织中收集的全基因组基因表达数据以及从人源肝源性 HepG2 细胞中收集的高分辨率启动子聚焦染色质相互作用图谱进行了整合。我们证明了自然遗传变异对潜在调控元件活性和基因表达水平的广泛功能影响。利用这些广泛的数据集,我们总共精细映射了 74 个与至少一种复杂表型相关的 GWAS 基因座。我们的研究结果揭示了一系列基因和调控机制,这些机制控制着复杂疾病的发生,并进一步加深了对人类肝脏组织中基因表达的遗传和表观遗传调控的基本理解。