An Epigenome-wide Association Study Paired With Cell-type-specific Data Identifies Key Regulators Of Heart Failure

Circulation Research(2022)

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摘要
Background: Heart Failure (HF) is driven by the interactions of multiple genetic, epigenetic, and environmental factors both within and between the cell types of the heart. Our lab uses the Hybrid Mouse Diversity Panel (HMDP), a large cohort of inbred mouse strains, to perform systems genetics analyses of isoproterenol-induced cardiac hypertrophy and failure by leveraging the benefits of a curated model organism population to identify key drivers of phenotype. We are now expanding this study into the DNA methylome, which has been convincingly linked to cardiac-associated phenotypic changes in prior studies. Methods and Results: Using Reduced Representational Bisulfite Sequencing, we profiled left ventricular tissue samples from 88 HMDP strains subjected to isoproterenol challenge (30 mg/kg/day for 21 days) and matched control animals. We identified nearly 170,000 CpGs whose methylation status varies across the HMDP and 179 significant associations (FDR of 5%) between CpG methylation and phenotypic variation using the epigenome-wide association study algorithm MACAU, including 37 associations linking CpG methylation in unchallenged hearts to 19 post-challenge phenotypes. To identify high-confidence candidate genes, we combined our loci with data from the Wellcome Trust Mouse Genomes Resource, transcriptomic and metabolomic data from the HMDP, Hi-C data, and cell-type-specific gene expression and methylation data from healthy and failing mouse hearts. We are systematically querying the resulting 78 candidates using in silico and in vitro approaches. These genes include Mospd3 , which is associated with right ventricular hypertrophy and whose knockdown in vitro results in reduced cardiomyocyte hypertrophy and changes to hypertrophy-related gene expression. Also observed were Atp9a , whose expression levels are associated with significant global DNA methylation changes between control and ISO-treated animals and whose knockdown likewise causes a reduction in observed cellular hypertrophy, and Mdga1 , whose promoter methylation status is linked to changes in 5% of expressed genes of the heart during heart failure. Further analysis and in vivo study of these loci will further our understanding of the role of DNA methylation in heart failure.
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