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TIGER: The gene expression regulatory variation landscape of human pancreatic islets
- 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
- Subjects :
- CHROMATIN
Epigenomics
endocrine system diseases
PANCREATECTOMIZED PATIENTS
RNA-Seq
Genome-wide association study
VARIANTS
Epigenome
0302 clinical medicine
DESIGN
Gene Frequency
Allele-specific expression
Databases, Genetic
Cyclin D2
expression quantitative trait locus (eQTL)
Genòmica -- Informàtica
RISK
0303 health sciences
geography.geographical_feature_category
Diabetis
Genome-wide association study (GWAS)
Type 2 diabetes
Genomics
Sciences bio-médicales et agricoles
Islet
READ ALIGNMENT
3. Good health
Europe
Beta cell
Phenotype
SECRETION
type 2 diabetes
Informàtica::Aplicacions de la informàtica::Bioinformàtica [Àrees temàtiques de la UPC]
endocrine system
Quantitative Trait Loci
Pancreatic islets
PROVIDES INSIGHTS
allele-specific expression
Computational biology
Zinc Transporter 8
Biology
BIOBANK
General Biochemistry, Genetics and Molecular Biology
Regulatory variation
03 medical and health sciences
Islets of Langerhans
Pàncrees -- Malalties
Genetic variation
Humans
Genetic Predisposition to Disease
Expression quantitative trait locus (eQTL)
GENOME-WIDE ASSOCIATION
Allele
030304 developmental biology
Genetic association
geography
pancreatic islets
regulatory variation
beta cell
epigenomics
genome-wide association study (GWAS)
RNA-seq
transcriptome
Genetic Variation
Gene expression
Diabetes Mellitus, Type 2
Expression quantitative trait loci
1182 Biochemistry, cell and molecular biology
Transcriptome
030217 neurology & neurosurgery
Genètica
Genome-Wide Association Study
Subjects
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