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Hodge, K. M.

Publications and source records attributed to Hodge, K. M..

2 recordsLinked to original sources

Genetic And Epigenetic Fine Mapping Of Complex Trait Associated Loci In The Human Liver

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 regions 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 impacts of genetic variation that direct 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 77 GWAS loci that have been associated with at least one complex phenotype. Our results contribute to the 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.

genetics

Genome-scale Capture C promoter interaction analysis implicates novel effector genes at GWAS loci for bone mineral density

ASBTRACTOsteoporosis is a devastating disease with an essential genetic component. Genome wide association studies (GWAS) have discovered genetic variants robustly associated with bone mineral density (BMD), however they only report genomic signals and not necessarily the precise localization of culprit effector genes. Therefore, we sought to carry out physical and direct variant to gene mapping in a relevant primary human cell type. We developed SPATIaL-seq (genome-Scale, Promoter-focused Analysis of chromaTIn Looping), a massively parallel, high resolution Capture-C based method to simultaneously characterize the genome-wide interactions of all human promoters. By intersecting our SPATIaL-seq and ATAC-seq data from human mesenchymal progenitor cell -derived osteoblasts, we observed consistent contacts between candidate causal variants and putative target gene promoters in open chromatin for ~30% of the 110 BMD loci investigated. Knockdown of two novel implicated genes, ING3 at CPED1-WNT16 and EPDR1 at STARD3NL, had pronounced inhibitory effects on osteoblastogenesis. Our approach therefore aids target discovery in osteoporosis and can be applied to other common genetic diseases.

genomics