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TIGER: The gene expression regulatory variation landscape of human pancreatic islets

Authors :
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
MAGIC
Mulder, Hindrik
Gloyn, Anna L
Groop, Leif
Marchetti, Piero
Eizirik, Decio L.
Ferrer, Jorge
Mercader, Josep JM
Cnop, Miriam
Torrents, David
Barcelona Supercomputing Center
Centre of Excellence in Complex Disease Genetics
HUS Abdominal Center
Institute for Molecular Medicine Finland
Leif Groop Research Group
Source :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Cell reports, 37 (2
Publication Year :
2021
Publisher :
Cell Press, 2021.

Abstract

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.<br />info:eu-repo/semantics/published

Details

Language :
English
Database :
OpenAIRE
Journal :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Cell reports, 37 (2
Accession number :
edsair.doi.dedup.....8300bb0b54fd8925006370d144875ab7
Full Text :
https://doi.org/10.1016/j.celrep.2021.109807