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Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes
BACKGROUND: Obesity is a metabolic disease caused by environmental and genetic factors. However, the epigenetic mechanisms of obesity are incompletely understood. The aim of our study was to investigate the role of skeletal muscle DNA methylation in combination with transcriptomic changes in obesity...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4950754/ https://www.ncbi.nlm.nih.gov/pubmed/27437034 http://dx.doi.org/10.1186/s13148-016-0246-x |
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author | Day, Samantha E. Coletta, Richard L. Kim, Joon Young Campbell, Latoya E. Benjamin, Tonya R. Roust, Lori R. De Filippis, Elena A. Dinu, Valentin Shaibi, Gabriel Q. Mandarino, Lawrence J. Coletta, Dawn K. |
author_facet | Day, Samantha E. Coletta, Richard L. Kim, Joon Young Campbell, Latoya E. Benjamin, Tonya R. Roust, Lori R. De Filippis, Elena A. Dinu, Valentin Shaibi, Gabriel Q. Mandarino, Lawrence J. Coletta, Dawn K. |
author_sort | Day, Samantha E. |
collection | PubMed |
description | BACKGROUND: Obesity is a metabolic disease caused by environmental and genetic factors. However, the epigenetic mechanisms of obesity are incompletely understood. The aim of our study was to investigate the role of skeletal muscle DNA methylation in combination with transcriptomic changes in obesity. RESULTS: Muscle biopsies were obtained basally from lean (n = 12; BMI = 23.4 ± 0.7 kg/m(2)) and obese (n = 10; BMI = 32.9 ± 0.7 kg/m(2)) participants in combination with euglycemic-hyperinsulinemic clamps to assess insulin sensitivity. We performed reduced representation bisulfite sequencing (RRBS) next-generation methylation and microarray analyses on DNA and RNA isolated from vastus lateralis muscle biopsies. There were 13,130 differentially methylated cytosines (DMC; uncorrected P < 0.05) that were altered in the promoter and untranslated (5' and 3'UTR) regions in the obese versus lean analysis. Microarray analysis revealed 99 probes that were significantly (corrected P < 0.05) altered. Of these, 12 genes (encompassing 22 methylation sites) demonstrated a negative relationship between gene expression and DNA methylation. Specifically, sorbin and SH3 domain containing 3 (SORBS3) which codes for the adapter protein vinexin was significantly decreased in gene expression (fold change −1.9) and had nine DMCs that were significantly increased in methylation in obesity (methylation differences ranged from 5.0 to 24.4 %). Moreover, differentially methylated region (DMR) analysis identified a region in the 5'UTR (Chr.8:22,423,530–22,423,569) of SORBS3 that was increased in methylation by 11.2 % in the obese group. The negative relationship observed between DNA methylation and gene expression for SORBS3 was validated by a site-specific sequencing approach, pyrosequencing, and qRT-PCR. Additionally, we performed transcription factor binding analysis and identified a number of transcription factors whose binding to the differentially methylated sites or region may contribute to obesity. CONCLUSIONS: These results demonstrate that obesity alters the epigenome through DNA methylation and highlights novel transcriptomic changes in SORBS3 in skeletal muscle. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0246-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4950754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49507542016-07-20 Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes Day, Samantha E. Coletta, Richard L. Kim, Joon Young Campbell, Latoya E. Benjamin, Tonya R. Roust, Lori R. De Filippis, Elena A. Dinu, Valentin Shaibi, Gabriel Q. Mandarino, Lawrence J. Coletta, Dawn K. Clin Epigenetics Research BACKGROUND: Obesity is a metabolic disease caused by environmental and genetic factors. However, the epigenetic mechanisms of obesity are incompletely understood. The aim of our study was to investigate the role of skeletal muscle DNA methylation in combination with transcriptomic changes in obesity. RESULTS: Muscle biopsies were obtained basally from lean (n = 12; BMI = 23.4 ± 0.7 kg/m(2)) and obese (n = 10; BMI = 32.9 ± 0.7 kg/m(2)) participants in combination with euglycemic-hyperinsulinemic clamps to assess insulin sensitivity. We performed reduced representation bisulfite sequencing (RRBS) next-generation methylation and microarray analyses on DNA and RNA isolated from vastus lateralis muscle biopsies. There were 13,130 differentially methylated cytosines (DMC; uncorrected P < 0.05) that were altered in the promoter and untranslated (5' and 3'UTR) regions in the obese versus lean analysis. Microarray analysis revealed 99 probes that were significantly (corrected P < 0.05) altered. Of these, 12 genes (encompassing 22 methylation sites) demonstrated a negative relationship between gene expression and DNA methylation. Specifically, sorbin and SH3 domain containing 3 (SORBS3) which codes for the adapter protein vinexin was significantly decreased in gene expression (fold change −1.9) and had nine DMCs that were significantly increased in methylation in obesity (methylation differences ranged from 5.0 to 24.4 %). Moreover, differentially methylated region (DMR) analysis identified a region in the 5'UTR (Chr.8:22,423,530–22,423,569) of SORBS3 that was increased in methylation by 11.2 % in the obese group. The negative relationship observed between DNA methylation and gene expression for SORBS3 was validated by a site-specific sequencing approach, pyrosequencing, and qRT-PCR. Additionally, we performed transcription factor binding analysis and identified a number of transcription factors whose binding to the differentially methylated sites or region may contribute to obesity. CONCLUSIONS: These results demonstrate that obesity alters the epigenome through DNA methylation and highlights novel transcriptomic changes in SORBS3 in skeletal muscle. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-016-0246-x) contains supplementary material, which is available to authorized users. BioMed Central 2016-07-18 /pmc/articles/PMC4950754/ /pubmed/27437034 http://dx.doi.org/10.1186/s13148-016-0246-x Text en © The Author(s). 2016 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 Day, Samantha E. Coletta, Richard L. Kim, Joon Young Campbell, Latoya E. Benjamin, Tonya R. Roust, Lori R. De Filippis, Elena A. Dinu, Valentin Shaibi, Gabriel Q. Mandarino, Lawrence J. Coletta, Dawn K. Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title | Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title_full | Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title_fullStr | Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title_full_unstemmed | Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title_short | Next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
title_sort | next-generation sequencing methylation profiling of subjects with obesity identifies novel gene changes |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4950754/ https://www.ncbi.nlm.nih.gov/pubmed/27437034 http://dx.doi.org/10.1186/s13148-016-0246-x |
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