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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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.
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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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