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Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D
Most signals detected by genome-wide association studies map to non-coding sequence and their tissue-specific effects influence transcriptional regulation. However, key tissues and cell-types required for functional inference are absent from large-scale resources. Here we explore the relationship be...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7528108/ https://www.ncbi.nlm.nih.gov/pubmed/32999275 http://dx.doi.org/10.1038/s41467-020-18581-8 |
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author | Viñuela, Ana Varshney, Arushi van de Bunt, Martijn Prasad, Rashmi B. Asplund, Olof Bennett, Amanda Boehnke, Michael Brown, Andrew A. Erdos, Michael R. Fadista, João Hansson, Ola Hatem, Gad Howald, Cédric Iyengar, Apoorva K. Johnson, Paul Krus, Ulrika MacDonald, Patrick E. Mahajan, Anubha Manning Fox, Jocelyn E. Narisu, Narisu Nylander, Vibe Orchard, Peter Oskolkov, Nikolay Panousis, Nikolaos I. Payne, Anthony Stitzel, Michael L. Vadlamudi, Swarooparani Welch, Ryan Collins, Francis S. Mohlke, Karen L. Gloyn, Anna L. Scott, Laura J. Dermitzakis, Emmanouil T. Groop, Leif Parker, Stephen C. J. McCarthy, Mark I. |
author_facet | Viñuela, Ana Varshney, Arushi van de Bunt, Martijn Prasad, Rashmi B. Asplund, Olof Bennett, Amanda Boehnke, Michael Brown, Andrew A. Erdos, Michael R. Fadista, João Hansson, Ola Hatem, Gad Howald, Cédric Iyengar, Apoorva K. Johnson, Paul Krus, Ulrika MacDonald, Patrick E. Mahajan, Anubha Manning Fox, Jocelyn E. Narisu, Narisu Nylander, Vibe Orchard, Peter Oskolkov, Nikolay Panousis, Nikolaos I. Payne, Anthony Stitzel, Michael L. Vadlamudi, Swarooparani Welch, Ryan Collins, Francis S. Mohlke, Karen L. Gloyn, Anna L. Scott, Laura J. Dermitzakis, Emmanouil T. Groop, Leif Parker, Stephen C. J. McCarthy, Mark I. |
author_sort | Viñuela, Ana |
collection | PubMed |
description | Most signals detected by genome-wide association studies map to non-coding sequence and their tissue-specific effects influence transcriptional regulation. However, key tissues and cell-types required for functional inference are absent from large-scale resources. Here we explore the relationship between genetic variants influencing predisposition to type 2 diabetes (T2D) and related glycemic traits, and human pancreatic islet transcription using data from 420 donors. We find: (a) 7741 cis-eQTLs in islets with a replication rate across 44 GTEx tissues between 40% and 73%; (b) marked overlap between islet cis-eQTL signals and active regulatory sequences in islets, with reduced eQTL effect size observed in the stretch enhancers most strongly implicated in GWAS signal location; (c) enrichment of islet cis-eQTL signals with T2D risk variants identified in genome-wide association studies; and (d) colocalization between 47 islet cis-eQTLs and variants influencing T2D or glycemic traits, including DGKB and TCF7L2. Our findings illustrate the advantages of performing functional and regulatory studies in disease relevant tissues. |
format | Online Article Text |
id | pubmed-7528108 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75281082020-10-19 Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D Viñuela, Ana Varshney, Arushi van de Bunt, Martijn Prasad, Rashmi B. Asplund, Olof Bennett, Amanda Boehnke, Michael Brown, Andrew A. Erdos, Michael R. Fadista, João Hansson, Ola Hatem, Gad Howald, Cédric Iyengar, Apoorva K. Johnson, Paul Krus, Ulrika MacDonald, Patrick E. Mahajan, Anubha Manning Fox, Jocelyn E. Narisu, Narisu Nylander, Vibe Orchard, Peter Oskolkov, Nikolay Panousis, Nikolaos I. Payne, Anthony Stitzel, Michael L. Vadlamudi, Swarooparani Welch, Ryan Collins, Francis S. Mohlke, Karen L. Gloyn, Anna L. Scott, Laura J. Dermitzakis, Emmanouil T. Groop, Leif Parker, Stephen C. J. McCarthy, Mark I. Nat Commun Article Most signals detected by genome-wide association studies map to non-coding sequence and their tissue-specific effects influence transcriptional regulation. However, key tissues and cell-types required for functional inference are absent from large-scale resources. Here we explore the relationship between genetic variants influencing predisposition to type 2 diabetes (T2D) and related glycemic traits, and human pancreatic islet transcription using data from 420 donors. We find: (a) 7741 cis-eQTLs in islets with a replication rate across 44 GTEx tissues between 40% and 73%; (b) marked overlap between islet cis-eQTL signals and active regulatory sequences in islets, with reduced eQTL effect size observed in the stretch enhancers most strongly implicated in GWAS signal location; (c) enrichment of islet cis-eQTL signals with T2D risk variants identified in genome-wide association studies; and (d) colocalization between 47 islet cis-eQTLs and variants influencing T2D or glycemic traits, including DGKB and TCF7L2. Our findings illustrate the advantages of performing functional and regulatory studies in disease relevant tissues. Nature Publishing Group UK 2020-09-30 /pmc/articles/PMC7528108/ /pubmed/32999275 http://dx.doi.org/10.1038/s41467-020-18581-8 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Viñuela, Ana Varshney, Arushi van de Bunt, Martijn Prasad, Rashmi B. Asplund, Olof Bennett, Amanda Boehnke, Michael Brown, Andrew A. Erdos, Michael R. Fadista, João Hansson, Ola Hatem, Gad Howald, Cédric Iyengar, Apoorva K. Johnson, Paul Krus, Ulrika MacDonald, Patrick E. Mahajan, Anubha Manning Fox, Jocelyn E. Narisu, Narisu Nylander, Vibe Orchard, Peter Oskolkov, Nikolay Panousis, Nikolaos I. Payne, Anthony Stitzel, Michael L. Vadlamudi, Swarooparani Welch, Ryan Collins, Francis S. Mohlke, Karen L. Gloyn, Anna L. Scott, Laura J. Dermitzakis, Emmanouil T. Groop, Leif Parker, Stephen C. J. McCarthy, Mark I. Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title | Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title_full | Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title_fullStr | Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title_full_unstemmed | Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title_short | Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D |
title_sort | genetic variant effects on gene expression in human pancreatic islets and their implications for t2d |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7528108/ https://www.ncbi.nlm.nih.gov/pubmed/32999275 http://dx.doi.org/10.1038/s41467-020-18581-8 |
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