Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver

作者：Minal Çalışkan, Elisabetta Manduchi, H. Shanker Rao, Julian A. Segert, Márcia Holsbach Beltrame, Marco Trizzino, YoSon Park, Samuel W. Baker, Alessandra Chesi, Matthew E. Johnson, Kenyaita M. Hodge, Michelle E. Leonard, Bao‐Li Loza, Xin Dong, Andrea M. Berrido, Nicholas J. Hand, Robert C. Bauer, Andrew D. Wells, Kim M. Olthoff, Abraham Shaked, Daniel J. Rader, Struan F.A. Grant, Christopher D. Brown · 发表于：The American Journal of Human Genetics · 年份：2019 · DOI：10.1016/j.ajhg.2019.05.010 · 被引用次数：82 · 研究领域：Genetic Associations and Epidemiology、Gene expression and cancer classification、Genomic variations and chromosomal abnormalities

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.