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Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
- Source :
- The Journal of Investigative Dermatology, Sobczyk-Barad, M K, Richardson, T G, Zuber, V, Min, J L, Gaunt, T R & Paternoster, L 2021, ' Triangulating molecular evidence to prioritize candidate causal genes at established atopic dermatitis loci ', Journal of Investigative Dermatology, vol. 141, no. 11, S0022-202X(21)01160-XDOI, pp. 2620-2629 . https://doi.org/10.1016/j.jid.2021.03.027, J Invest Dermatol
- Publication Year :
- 2021
- Publisher :
- Elsevier, 2021.
-
Abstract
- BackgroundGenome-wide association studies for atopic dermatitis (AD, eczema) have identified 25 reproducible loci associated in populations of European descent. We attempt to prioritise candidate causal genes at these loci using a multifaceted bioinformatic approach and extensive molecular resources compiled into a novel pipeline: ADGAPP (Atopic Dermatitis GWAS Annotation & Prioritisation Pipeline).MethodsWe identified a comprehensive list of 103 accessible molecular resources for AD aetiology, including expression, protein and DNA methylation QTL datasets in skin or immune-relevant tissues. These were used to test for overlap with GWAS signals (including colocalisation testing where possible). This was combined with functional annotation based on regulatory variant prediction, and independent genomic features such as chromatin accessibility, promoter-enhancer interactions, splicing sites, non-coding RNA regions, differential expression studies involving eczema patients and fine-mapping of causal variants. For each gene at each locus, we condensed the evidence into a prioritisation score.ResultsAcross the 25 AD loci investigated, we detected significant enrichment of genes with adaptive immune regulatory function and epidermal barrier formation among the top prioritised genes. At 8 loci, we were able to prioritise a single candidate gene (IL6R, ADO, PRR5L, IL7R, ETS1, INPP5D, MDM1, TRAF3). At a further 2 loci, 2 candidate genes emerge (IL18R1/IL18RAP, LRRC32/EMSY). For the majority of these, the prioritised gene has been previously proposed as a plausible candidate, but the evidence we combine here, strengthens the case for many of these. In addition, at 6 of the 25 loci, our ADGAPP analysis prioritises novel alternative candidates (SLC22A5, IL2RA, MDM1, DEXI, ADO, STMN3), highlighting the importance of this comprehensive approach.ConclusionsOur ADGAPP analysis provides additional support for previously implicated genes at several AD GWAS loci, as well as evidence for plausible novel candidates at others. We highlight several genes with good/converging evidence of involvement in AD that represent potential new targets for drug discovery.
- Subjects :
- 0301 basic medicine
bp, base pair
Candidate gene
QTL, quantitative trait locus
Eczema
Genome-wide association study
Biochemistry
eQTL, expression quantitative trait locus
0302 clinical medicine
GWAS
eQTLGen Consortium
atopic dermatitis
TWAS, transcriptome-wide association study
GTEx, Genotype-Tissue Expression
Atopic dermatitis
STAT, signal transducer and activator of transcription
030220 oncology & carcinogenesis
DNA methylation
Genetics/Genetic Disease
Original Article
BIOS Consortium
eczema
Quantitative Trait Loci
eQTLGen Consortium, BIOS Consortium, GoDMC
Locus (genetics)
Dermatology
triangulation
Computational biology
Quantitative trait locus
Biology
eQTL
Article
Dermatitis, Atopic
03 medical and health sciences
medicine
Humans
INPP5D
1112 Oncology and Carcinogenesis
Molecular Biology
Gene
Th, T helper
Genetic association
genome-wide association study
GoDMC
Dermatology & Venereal Diseases
1103 Clinical Sciences
Cell Biology
AD, atopic dermatitis
medicine.disease
030104 developmental biology
ComputingMethodologies_PATTERNRECOGNITION
Genetic Loci
Expression quantitative trait loci
Surgery
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 15231747 and 0022202X
- Volume :
- 141
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- The Journal of Investigative Dermatology
- Accession number :
- edsair.doi.dedup.....13475e0e3232f8a08501420aec08bdcf
- Full Text :
- https://doi.org/10.1016/j.jid.2021.03.027