A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice

Abstract Background While the genetics of obesity has been well defined, the epigenetics of obesity is poorly understood. Here, we used a genome-wide approach to identify genes with differences in both DNA methylation and expression associated with a high-fat diet in mice. Results We weaned genetica...

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Main Authors: Madeline Rose Keleher, Rabab Zaidi, Lauren Hicks, Shyam Shah, Xiaoyun Xing, Daofeng Li, Ting Wang, James M. Cheverud
Format: Article
Language:English
Published: BMC 2018-12-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-018-5327-0
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spelling doaj-d32dbb300d8743a4a2a34fda4a1ec8032020-11-25T01:46:02ZengBMCBMC Genomics1471-21642018-12-0119111310.1186/s12864-018-5327-0A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J miceMadeline Rose Keleher0Rabab Zaidi1Lauren Hicks2Shyam Shah3Xiaoyun Xing4Daofeng Li5Ting Wang6James M. Cheverud7Department of Evolution, Ecology, and Population Biology, Washington University in St. LouisDepartment of Biology, Loyola UniversityDepartment of Biology, Loyola UniversityDepartment of Biology, Loyola UniversityDepartment of Genetics, Washington University in St. LouisDepartment of Genetics, Washington University in St. LouisDepartment of Genetics, Washington University in St. LouisDepartment of Biology, Loyola UniversityAbstract Background While the genetics of obesity has been well defined, the epigenetics of obesity is poorly understood. Here, we used a genome-wide approach to identify genes with differences in both DNA methylation and expression associated with a high-fat diet in mice. Results We weaned genetically identical Small (SM/J) mice onto a high-fat or low-fat diet and measured their weights weekly, tested their glucose and insulin tolerance, assessed serum biomarkers, and weighed their organs at necropsy. We measured liver gene expression with RNA-seq (using 21 total libraries, each pooled with 2 mice of the same sex and diet) and DNA methylation with MRE-seq and MeDIP-seq (using 8 total libraries, each pooled with 4 mice of the same sex and diet). There were 4356 genes with expression differences associated with diet, with 184 genes exhibiting a sex-by-diet interaction. Dietary fat dysregulated several pathways, including those involved in cytokine-cytokine receptor interaction, chemokine signaling, and oxidative phosphorylation. Over 7000 genes had differentially methylated regions associated with diet, which occurred in regulatory regions more often than expected by chance. Only 5–10% of differentially methylated regions occurred in differentially expressed genes, however this was more often than expected by chance (p = 2.2 × 10− 8). Conclusions Discovering the gene expression and methylation changes associated with a high-fat diet can help to identify new targets for epigenetic therapies and inform about the physiological changes in obesity. Here, we identified numerous genes with altered expression and methylation that are promising candidates for further study.http://link.springer.com/article/10.1186/s12864-018-5327-0ObesityMiceEpigeneticsMethylationRNA-seqGene expression
collection DOAJ
language English
format Article
sources DOAJ
author Madeline Rose Keleher
Rabab Zaidi
Lauren Hicks
Shyam Shah
Xiaoyun Xing
Daofeng Li
Ting Wang
James M. Cheverud
spellingShingle Madeline Rose Keleher
Rabab Zaidi
Lauren Hicks
Shyam Shah
Xiaoyun Xing
Daofeng Li
Ting Wang
James M. Cheverud
A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
BMC Genomics
Obesity
Mice
Epigenetics
Methylation
RNA-seq
Gene expression
author_facet Madeline Rose Keleher
Rabab Zaidi
Lauren Hicks
Shyam Shah
Xiaoyun Xing
Daofeng Li
Ting Wang
James M. Cheverud
author_sort Madeline Rose Keleher
title A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
title_short A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
title_full A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
title_fullStr A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
title_full_unstemmed A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
title_sort high-fat diet alters genome-wide dna methylation and gene expression in sm/j mice
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2018-12-01
description Abstract Background While the genetics of obesity has been well defined, the epigenetics of obesity is poorly understood. Here, we used a genome-wide approach to identify genes with differences in both DNA methylation and expression associated with a high-fat diet in mice. Results We weaned genetically identical Small (SM/J) mice onto a high-fat or low-fat diet and measured their weights weekly, tested their glucose and insulin tolerance, assessed serum biomarkers, and weighed their organs at necropsy. We measured liver gene expression with RNA-seq (using 21 total libraries, each pooled with 2 mice of the same sex and diet) and DNA methylation with MRE-seq and MeDIP-seq (using 8 total libraries, each pooled with 4 mice of the same sex and diet). There were 4356 genes with expression differences associated with diet, with 184 genes exhibiting a sex-by-diet interaction. Dietary fat dysregulated several pathways, including those involved in cytokine-cytokine receptor interaction, chemokine signaling, and oxidative phosphorylation. Over 7000 genes had differentially methylated regions associated with diet, which occurred in regulatory regions more often than expected by chance. Only 5–10% of differentially methylated regions occurred in differentially expressed genes, however this was more often than expected by chance (p = 2.2 × 10− 8). Conclusions Discovering the gene expression and methylation changes associated with a high-fat diet can help to identify new targets for epigenetic therapies and inform about the physiological changes in obesity. Here, we identified numerous genes with altered expression and methylation that are promising candidates for further study.
topic Obesity
Mice
Epigenetics
Methylation
RNA-seq
Gene expression
url http://link.springer.com/article/10.1186/s12864-018-5327-0
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