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Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes
The identification of individuals with a high risk of developing type 2 diabetes (T2D) is fundamental for prevention. Here, we used a translational approach and prediction criteria to identify changes in DNA methylation visible before the development of T2D. Islets of Langerhans were isolated from g...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576562/ https://www.ncbi.nlm.nih.gov/pubmed/32816961 http://dx.doi.org/10.2337/db20-0204 |
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author | Ouni, Meriem Saussenthaler, Sophie Eichelmann, Fabian Jähnert, Markus Stadion, Mandy Wittenbecher, Clemens Rönn, Tina Zellner, Lisa Gottmann, Pascal Ling, Charlotte Schulze, Matthias B. Schürmann, Annette |
author_facet | Ouni, Meriem Saussenthaler, Sophie Eichelmann, Fabian Jähnert, Markus Stadion, Mandy Wittenbecher, Clemens Rönn, Tina Zellner, Lisa Gottmann, Pascal Ling, Charlotte Schulze, Matthias B. Schürmann, Annette |
author_sort | Ouni, Meriem |
collection | PubMed |
description | The identification of individuals with a high risk of developing type 2 diabetes (T2D) is fundamental for prevention. Here, we used a translational approach and prediction criteria to identify changes in DNA methylation visible before the development of T2D. Islets of Langerhans were isolated from genetically identical 10-week-old female New Zealand Obese mice, which differ in their degree of hyperglycemia and in liver fat content. The application of a semiexplorative approach identified 497 differentially expressed and methylated genes (P = 6.42e-09, hypergeometric test) enriched in pathways linked to insulin secretion and extracellular matrix-receptor interaction. The comparison of mouse data with DNA methylation levels of incident T2D cases from the prospective European Prospective Investigation of Cancer (EPIC)-Potsdam cohort, revealed 105 genes with altered DNA methylation at 605 cytosine-phosphate-guanine (CpG) sites, which were associated with future T2D. AKAP13, TENM2, CTDSPL, PTPRN2, and PTPRS showed the strongest predictive potential (area under the receiver operating characteristic curve values 0.62–0.73). Among the new candidates identified in blood cells, 655 CpG sites, located in 99 genes, were differentially methylated in islets of humans with T2D. Using correction for multiple testing detected 236 genes with an altered DNA methylation in blood cells and 201 genes in diabetic islets. Thus, the introduced translational approach identified novel putative biomarkers for early pancreatic islet aberrations preceding T2D. |
format | Online Article Text |
id | pubmed-7576562 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-75765622020-11-02 Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes Ouni, Meriem Saussenthaler, Sophie Eichelmann, Fabian Jähnert, Markus Stadion, Mandy Wittenbecher, Clemens Rönn, Tina Zellner, Lisa Gottmann, Pascal Ling, Charlotte Schulze, Matthias B. Schürmann, Annette Diabetes Genetics/Genomes/Proteomics/Metabolomics The identification of individuals with a high risk of developing type 2 diabetes (T2D) is fundamental for prevention. Here, we used a translational approach and prediction criteria to identify changes in DNA methylation visible before the development of T2D. Islets of Langerhans were isolated from genetically identical 10-week-old female New Zealand Obese mice, which differ in their degree of hyperglycemia and in liver fat content. The application of a semiexplorative approach identified 497 differentially expressed and methylated genes (P = 6.42e-09, hypergeometric test) enriched in pathways linked to insulin secretion and extracellular matrix-receptor interaction. The comparison of mouse data with DNA methylation levels of incident T2D cases from the prospective European Prospective Investigation of Cancer (EPIC)-Potsdam cohort, revealed 105 genes with altered DNA methylation at 605 cytosine-phosphate-guanine (CpG) sites, which were associated with future T2D. AKAP13, TENM2, CTDSPL, PTPRN2, and PTPRS showed the strongest predictive potential (area under the receiver operating characteristic curve values 0.62–0.73). Among the new candidates identified in blood cells, 655 CpG sites, located in 99 genes, were differentially methylated in islets of humans with T2D. Using correction for multiple testing detected 236 genes with an altered DNA methylation in blood cells and 201 genes in diabetic islets. Thus, the introduced translational approach identified novel putative biomarkers for early pancreatic islet aberrations preceding T2D. American Diabetes Association 2020-11 2020-08-17 /pmc/articles/PMC7576562/ /pubmed/32816961 http://dx.doi.org/10.2337/db20-0204 Text en © 2020 by the American Diabetes Association https://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/content/license. |
spellingShingle | Genetics/Genomes/Proteomics/Metabolomics Ouni, Meriem Saussenthaler, Sophie Eichelmann, Fabian Jähnert, Markus Stadion, Mandy Wittenbecher, Clemens Rönn, Tina Zellner, Lisa Gottmann, Pascal Ling, Charlotte Schulze, Matthias B. Schürmann, Annette Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title | Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title_full | Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title_fullStr | Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title_full_unstemmed | Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title_short | Epigenetic Changes in Islets of Langerhans Preceding the Onset of Diabetes |
title_sort | epigenetic changes in islets of langerhans preceding the onset of diabetes |
topic | Genetics/Genomes/Proteomics/Metabolomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576562/ https://www.ncbi.nlm.nih.gov/pubmed/32816961 http://dx.doi.org/10.2337/db20-0204 |
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