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A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice
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 ide...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286549/ https://www.ncbi.nlm.nih.gov/pubmed/30526554 http://dx.doi.org/10.1186/s12864-018-5327-0 |
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author | Keleher, Madeline Rose Zaidi, Rabab Hicks, Lauren Shah, Shyam Xing, Xiaoyun Li, Daofeng Wang, Ting Cheverud, James M. |
author_facet | Keleher, Madeline Rose Zaidi, Rabab Hicks, Lauren Shah, Shyam Xing, Xiaoyun Li, Daofeng Wang, Ting Cheverud, James M. |
author_sort | Keleher, Madeline Rose |
collection | PubMed |
description | 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5327-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6286549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-62865492018-12-14 A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice Keleher, Madeline Rose Zaidi, Rabab Hicks, Lauren Shah, Shyam Xing, Xiaoyun Li, Daofeng Wang, Ting Cheverud, James M. BMC Genomics Research Article 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5327-0) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-07 /pmc/articles/PMC6286549/ /pubmed/30526554 http://dx.doi.org/10.1186/s12864-018-5327-0 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Keleher, Madeline Rose Zaidi, Rabab Hicks, Lauren Shah, Shyam Xing, Xiaoyun Li, Daofeng Wang, Ting Cheverud, James M. A high-fat diet alters genome-wide DNA methylation and gene expression in SM/J mice |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286549/ https://www.ncbi.nlm.nih.gov/pubmed/30526554 http://dx.doi.org/10.1186/s12864-018-5327-0 |
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