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TIGER: The gene expression regulatory variation landscape of human pancreatic islets
Genome-wide association studies (GWASs) identified hundreds of signals associated with type 2 diabetes (T2D). To gain insight into their underlying molecular mechanisms, we have created the translational human pancreatic islet genotype tissue-expression resource (TIGER), aggregating >500 human is...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864863/ https://www.ncbi.nlm.nih.gov/pubmed/34644572 http://dx.doi.org/10.1016/j.celrep.2021.109807 |
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author | Alonso, Lorena Piron, Anthony Morán, Ignasi Guindo-Martínez, Marta Bonàs-Guarch, Sílvia Atla, Goutham Miguel-Escalada, Irene Royo, Romina Puiggròs, Montserrat Garcia-Hurtado, Xavier Suleiman, Mara Marselli, Lorella Esguerra, Jonathan L.S. Turatsinze, Jean-Valéry Torres, Jason M. Nylander, Vibe Chen, Ji Eliasson, Lena Defrance, Matthieu Amela, Ramon Mulder, Hindrik Gloyn, Anna L. Groop, Leif Marchetti, Piero Eizirik, Decio L. Ferrer, Jorge Mercader, Josep M. Cnop, Miriam Torrents, David |
author_facet | Alonso, Lorena Piron, Anthony Morán, Ignasi Guindo-Martínez, Marta Bonàs-Guarch, Sílvia Atla, Goutham Miguel-Escalada, Irene Royo, Romina Puiggròs, Montserrat Garcia-Hurtado, Xavier Suleiman, Mara Marselli, Lorella Esguerra, Jonathan L.S. Turatsinze, Jean-Valéry Torres, Jason M. Nylander, Vibe Chen, Ji Eliasson, Lena Defrance, Matthieu Amela, Ramon Mulder, Hindrik Gloyn, Anna L. Groop, Leif Marchetti, Piero Eizirik, Decio L. Ferrer, Jorge Mercader, Josep M. Cnop, Miriam Torrents, David |
author_sort | Alonso, Lorena |
collection | PubMed |
description | Genome-wide association studies (GWASs) identified hundreds of signals associated with type 2 diabetes (T2D). To gain insight into their underlying molecular mechanisms, we have created the translational human pancreatic islet genotype tissue-expression resource (TIGER), aggregating >500 human islet genomic datasets from five cohorts in the Horizon 2020 consortium T2DSystems. We impute genotypes using four reference panels and meta-analyze cohorts to improve the coverage of expression quantitative trait loci (eQTL) and develop a method to combine allele-specific expression across samples (cASE). We identify >1 million islet eQTLs, 53 of which colocalize with T2D signals. Among them, a low-frequency allele that reduces T2D risk by half increases CCND2 expression. We identify eight cASE colocalizations, among which we found a T2D-associated SLC30A8 variant. We make all data available through the TIGER portal (http://tiger.bsc.es), which represents a comprehensive human islet genomic data resource to elucidate how genetic variation affects islet function and translates into therapeutic insight and precision medicine for T2D. |
format | Online Article Text |
id | pubmed-8864863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-88648632022-02-23 TIGER: The gene expression regulatory variation landscape of human pancreatic islets Alonso, Lorena Piron, Anthony Morán, Ignasi Guindo-Martínez, Marta Bonàs-Guarch, Sílvia Atla, Goutham Miguel-Escalada, Irene Royo, Romina Puiggròs, Montserrat Garcia-Hurtado, Xavier Suleiman, Mara Marselli, Lorella Esguerra, Jonathan L.S. Turatsinze, Jean-Valéry Torres, Jason M. Nylander, Vibe Chen, Ji Eliasson, Lena Defrance, Matthieu Amela, Ramon Mulder, Hindrik Gloyn, Anna L. Groop, Leif Marchetti, Piero Eizirik, Decio L. Ferrer, Jorge Mercader, Josep M. Cnop, Miriam Torrents, David Cell Rep Article Genome-wide association studies (GWASs) identified hundreds of signals associated with type 2 diabetes (T2D). To gain insight into their underlying molecular mechanisms, we have created the translational human pancreatic islet genotype tissue-expression resource (TIGER), aggregating >500 human islet genomic datasets from five cohorts in the Horizon 2020 consortium T2DSystems. We impute genotypes using four reference panels and meta-analyze cohorts to improve the coverage of expression quantitative trait loci (eQTL) and develop a method to combine allele-specific expression across samples (cASE). We identify >1 million islet eQTLs, 53 of which colocalize with T2D signals. Among them, a low-frequency allele that reduces T2D risk by half increases CCND2 expression. We identify eight cASE colocalizations, among which we found a T2D-associated SLC30A8 variant. We make all data available through the TIGER portal (http://tiger.bsc.es), which represents a comprehensive human islet genomic data resource to elucidate how genetic variation affects islet function and translates into therapeutic insight and precision medicine for T2D. 2021-10-12 /pmc/articles/PMC8864863/ /pubmed/34644572 http://dx.doi.org/10.1016/j.celrep.2021.109807 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). |
spellingShingle | Article Alonso, Lorena Piron, Anthony Morán, Ignasi Guindo-Martínez, Marta Bonàs-Guarch, Sílvia Atla, Goutham Miguel-Escalada, Irene Royo, Romina Puiggròs, Montserrat Garcia-Hurtado, Xavier Suleiman, Mara Marselli, Lorella Esguerra, Jonathan L.S. Turatsinze, Jean-Valéry Torres, Jason M. Nylander, Vibe Chen, Ji Eliasson, Lena Defrance, Matthieu Amela, Ramon Mulder, Hindrik Gloyn, Anna L. Groop, Leif Marchetti, Piero Eizirik, Decio L. Ferrer, Jorge Mercader, Josep M. Cnop, Miriam Torrents, David TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title | TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title_full | TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title_fullStr | TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title_full_unstemmed | TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title_short | TIGER: The gene expression regulatory variation landscape of human pancreatic islets |
title_sort | tiger: the gene expression regulatory variation landscape of human pancreatic islets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864863/ https://www.ncbi.nlm.nih.gov/pubmed/34644572 http://dx.doi.org/10.1016/j.celrep.2021.109807 |
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