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Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development
Type 2 diabetes (T2D) has a strong genetic component. Most of the gene variants driving the pathogenesis of T2D seem to target pancreatic β-cell function. To identify novel gene variants acting at early stage of the disease, we analyzed whole transcriptome data to identify differential expression (D...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8128753/ https://www.ncbi.nlm.nih.gov/pubmed/33880624 http://dx.doi.org/10.1007/s00335-021-09869-1 |
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author | Rehman, Sayeed ur Schallschmidt, Tanja Rasche, Axel Knebel, Birgit Stermann, Torben Altenhofen, Delsi Herwig, Ralf Schürmann, Annette Chadt, Alexandra Al-Hasani, Hadi |
author_facet | Rehman, Sayeed ur Schallschmidt, Tanja Rasche, Axel Knebel, Birgit Stermann, Torben Altenhofen, Delsi Herwig, Ralf Schürmann, Annette Chadt, Alexandra Al-Hasani, Hadi |
author_sort | Rehman, Sayeed ur |
collection | PubMed |
description | Type 2 diabetes (T2D) has a strong genetic component. Most of the gene variants driving the pathogenesis of T2D seem to target pancreatic β-cell function. To identify novel gene variants acting at early stage of the disease, we analyzed whole transcriptome data to identify differential expression (DE) and alternative exon splicing (AS) transcripts in pancreatic islets collected from two metabolically diverse mouse strains at 6 weeks of age after three weeks of high-fat-diet intervention. Our analysis revealed 1218 DE and 436 AS genes in islets from NZO/Hl vs C3HeB/FeJ. Whereas some of the revealed genes present well-established markers for β-cell failure, such as Cd36 or Aldh1a3, we identified numerous DE/AS genes that have not been described in context with β-cell function before. The gene Lgals2, previously associated with human T2D development, was DE as well as AS and localizes in a quantitative trait locus (QTL) for blood glucose on Chr.15 that we reported recently in our N(2)(NZOxC3H) population. In addition, pathway enrichment analysis of DE and AS genes showed an overlap of only half of the revealed pathways, indicating that DE and AS in large parts influence different pathways in T2D development. PPARG and adipogenesis pathways, two well-established metabolic pathways, were overrepresented for both DE and AS genes, probably as an adaptive mechanism to cope for increased cellular stress. Our results provide guidance for the identification of novel T2D candidate genes and demonstrate the presence of numerous AS transcripts possibly involved in islet function and maintenance of glucose homeostasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00335-021-09869-1. |
format | Online Article Text |
id | pubmed-8128753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-81287532021-05-24 Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development Rehman, Sayeed ur Schallschmidt, Tanja Rasche, Axel Knebel, Birgit Stermann, Torben Altenhofen, Delsi Herwig, Ralf Schürmann, Annette Chadt, Alexandra Al-Hasani, Hadi Mamm Genome Article Type 2 diabetes (T2D) has a strong genetic component. Most of the gene variants driving the pathogenesis of T2D seem to target pancreatic β-cell function. To identify novel gene variants acting at early stage of the disease, we analyzed whole transcriptome data to identify differential expression (DE) and alternative exon splicing (AS) transcripts in pancreatic islets collected from two metabolically diverse mouse strains at 6 weeks of age after three weeks of high-fat-diet intervention. Our analysis revealed 1218 DE and 436 AS genes in islets from NZO/Hl vs C3HeB/FeJ. Whereas some of the revealed genes present well-established markers for β-cell failure, such as Cd36 or Aldh1a3, we identified numerous DE/AS genes that have not been described in context with β-cell function before. The gene Lgals2, previously associated with human T2D development, was DE as well as AS and localizes in a quantitative trait locus (QTL) for blood glucose on Chr.15 that we reported recently in our N(2)(NZOxC3H) population. In addition, pathway enrichment analysis of DE and AS genes showed an overlap of only half of the revealed pathways, indicating that DE and AS in large parts influence different pathways in T2D development. PPARG and adipogenesis pathways, two well-established metabolic pathways, were overrepresented for both DE and AS genes, probably as an adaptive mechanism to cope for increased cellular stress. Our results provide guidance for the identification of novel T2D candidate genes and demonstrate the presence of numerous AS transcripts possibly involved in islet function and maintenance of glucose homeostasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00335-021-09869-1. Springer US 2021-04-20 2021 /pmc/articles/PMC8128753/ /pubmed/33880624 http://dx.doi.org/10.1007/s00335-021-09869-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Rehman, Sayeed ur Schallschmidt, Tanja Rasche, Axel Knebel, Birgit Stermann, Torben Altenhofen, Delsi Herwig, Ralf Schürmann, Annette Chadt, Alexandra Al-Hasani, Hadi Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title | Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title_full | Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title_fullStr | Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title_full_unstemmed | Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title_short | Alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
title_sort | alternative exon splicing and differential expression in pancreatic islets reveals candidate genes and pathways implicated in early diabetes development |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8128753/ https://www.ncbi.nlm.nih.gov/pubmed/33880624 http://dx.doi.org/10.1007/s00335-021-09869-1 |
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