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DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity
BACKGROUND: Obesity is accompanied by excess adipose fat storage, which may lead to adipose dysfunction, insulin resistance, and type 2 diabetes (T2D). Currently, the tendency to develop T2D in obesity cannot be explained by genetic variation alone—epigenetic mechanisms, such as DNA methylation, mig...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763387/ https://www.ncbi.nlm.nih.gov/pubmed/36535927 http://dx.doi.org/10.1038/s41387-022-00228-w |
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author | Baca, Paulina Barajas-Olmos, Francisco Mirzaeicheshmeh, Elaheh Zerrweck, Carlos Guilbert, Lizbeth Sánchez, Ernesto Carlos Flores-Huacuja, Marlen Villafán, Rafael Martínez-Hernández, Angélica García-Ortiz, Humberto Contreras-Cubas, Cecilia Centeno-Cruz, Federico Orozco, Lorena |
author_facet | Baca, Paulina Barajas-Olmos, Francisco Mirzaeicheshmeh, Elaheh Zerrweck, Carlos Guilbert, Lizbeth Sánchez, Ernesto Carlos Flores-Huacuja, Marlen Villafán, Rafael Martínez-Hernández, Angélica García-Ortiz, Humberto Contreras-Cubas, Cecilia Centeno-Cruz, Federico Orozco, Lorena |
author_sort | Baca, Paulina |
collection | PubMed |
description | BACKGROUND: Obesity is accompanied by excess adipose fat storage, which may lead to adipose dysfunction, insulin resistance, and type 2 diabetes (T2D). Currently, the tendency to develop T2D in obesity cannot be explained by genetic variation alone—epigenetic mechanisms, such as DNA methylation, might be involved. Here, we aimed to identify changes in DNA methylation and gene expression in visceral adipose tissue (VAT) that might underlie T2D susceptibility in patients with obesity. METHODS: We investigated DNA methylation and gene expression in VAT biopsies from 19 women with obesity, without (OND = 9) or with T2D (OD = 10). Differences in genome-scale methylation (differentially methylated CpGs [DMCs], false discovery rate < 0.05; and differentially methylated regions [DMRs], p value < 0.05) and gene expression (DEGs, p value <0.05) between groups were assessed. We searched for overlap between altered methylation and expression and the impact of altered DNA methylation on gene expression, using bootstrap Pearson correlation. The relationship of altered DNA methylation to T2D-related traits was also tested. RESULTS: We identified 11 120 DMCs and 96 DMRs distributed across all chromosomes, with the greatest density of epigenomic alterations at the MHC locus. These alterations were found in newly and previously T2D-related genes. Several of these findings were supported by validation and extended multi-ethnic analyses. Of 252 DEGs in the OD group, 68 genes contained DMCs (n = 88), of which 24 demonstrated a significant relationship between gene expression and methylation (p values <0.05). Of these, 16, including ATP11A, LPL and EHD2 also showed a significant correlation with fasting glucose and HbA1c levels. CONCLUSIONS: Our results revealed novel candidate genes related to T2D pathogenesis in obesity. These genes show perturbations in DNA methylation and expression profiles in patients with obesity and diabetes. Methylation profiles were able to discriminate OND from OD individuals; DNA methylation is thus a potential biomarker. |
format | Online Article Text |
id | pubmed-9763387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97633872022-12-21 DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity Baca, Paulina Barajas-Olmos, Francisco Mirzaeicheshmeh, Elaheh Zerrweck, Carlos Guilbert, Lizbeth Sánchez, Ernesto Carlos Flores-Huacuja, Marlen Villafán, Rafael Martínez-Hernández, Angélica García-Ortiz, Humberto Contreras-Cubas, Cecilia Centeno-Cruz, Federico Orozco, Lorena Nutr Diabetes Article BACKGROUND: Obesity is accompanied by excess adipose fat storage, which may lead to adipose dysfunction, insulin resistance, and type 2 diabetes (T2D). Currently, the tendency to develop T2D in obesity cannot be explained by genetic variation alone—epigenetic mechanisms, such as DNA methylation, might be involved. Here, we aimed to identify changes in DNA methylation and gene expression in visceral adipose tissue (VAT) that might underlie T2D susceptibility in patients with obesity. METHODS: We investigated DNA methylation and gene expression in VAT biopsies from 19 women with obesity, without (OND = 9) or with T2D (OD = 10). Differences in genome-scale methylation (differentially methylated CpGs [DMCs], false discovery rate < 0.05; and differentially methylated regions [DMRs], p value < 0.05) and gene expression (DEGs, p value <0.05) between groups were assessed. We searched for overlap between altered methylation and expression and the impact of altered DNA methylation on gene expression, using bootstrap Pearson correlation. The relationship of altered DNA methylation to T2D-related traits was also tested. RESULTS: We identified 11 120 DMCs and 96 DMRs distributed across all chromosomes, with the greatest density of epigenomic alterations at the MHC locus. These alterations were found in newly and previously T2D-related genes. Several of these findings were supported by validation and extended multi-ethnic analyses. Of 252 DEGs in the OD group, 68 genes contained DMCs (n = 88), of which 24 demonstrated a significant relationship between gene expression and methylation (p values <0.05). Of these, 16, including ATP11A, LPL and EHD2 also showed a significant correlation with fasting glucose and HbA1c levels. CONCLUSIONS: Our results revealed novel candidate genes related to T2D pathogenesis in obesity. These genes show perturbations in DNA methylation and expression profiles in patients with obesity and diabetes. Methylation profiles were able to discriminate OND from OD individuals; DNA methylation is thus a potential biomarker. Nature Publishing Group UK 2022-12-19 /pmc/articles/PMC9763387/ /pubmed/36535927 http://dx.doi.org/10.1038/s41387-022-00228-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Baca, Paulina Barajas-Olmos, Francisco Mirzaeicheshmeh, Elaheh Zerrweck, Carlos Guilbert, Lizbeth Sánchez, Ernesto Carlos Flores-Huacuja, Marlen Villafán, Rafael Martínez-Hernández, Angélica García-Ortiz, Humberto Contreras-Cubas, Cecilia Centeno-Cruz, Federico Orozco, Lorena DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title | DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title_full | DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title_fullStr | DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title_full_unstemmed | DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title_short | DNA methylation and gene expression analysis in adipose tissue to identify new loci associated with T2D development in obesity |
title_sort | dna methylation and gene expression analysis in adipose tissue to identify new loci associated with t2d development in obesity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763387/ https://www.ncbi.nlm.nih.gov/pubmed/36535927 http://dx.doi.org/10.1038/s41387-022-00228-w |
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