학술논문

Epigenome-Wide Association of Liver Methylation Patterns and Complex Metabolic Traits in Mice
Document Type
article
Source
Cell Metabolism. 21(6)
Subject
Medical Biochemistry and Metabolomics
Biological Sciences
Biomedical and Clinical Sciences
Genetics
Diabetes
Biotechnology
Aging
Human Genome
Osteoporosis
2.1 Biological and endogenous factors
Metabolic and endocrine
Animals
CpG Islands
DNA Methylation
Epigenomics
Genome-Wide Association Study
Liver
Mice
Quantitative Trait Loci
Species Specificity
Biochemistry and Cell Biology
Endocrinology & Metabolism
Biochemistry and cell biology
Medical biochemistry and metabolomics
Language
Abstract
Heritable epigenetic factors can contribute to complex disease etiology. Here we examine the contribution of DNA methylation to complex traits that are precursors to heart disease, diabetes, and osteoporosis. We profiled DNA methylation in the liver using bisulfite sequencing in 90 mouse inbred strains, genome-wide expression levels, proteomics, metabolomics, and 68 clinical traits and performed epigenome-wide association studies (EWAS). We found associations with numerous clinical traits including bone density, insulin resistance, expression, and protein and metabolite levels. A large proportion of associations were unique to EWAS and were not identified using GWAS. Methylation levels were regulated by genetics largely in cis, but we also found evidence of trans regulation, and we demonstrate that genetic variation in the methionine synthase reductase gene Mtrr affects methylation of hundreds of CpGs throughout the genome. Our results indicate that natural variation in methylation levels contributes to the etiology of complex clinical traits.