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Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci

GWASs for atopic dermatitis have identified 25 reproducible loci. We attempt to prioritize the candidate causal genes at these loci using extensive molecular resources compiled into a bioinformatics pipeline. We identified a list of 103 molecular resources for atopic dermatitis etiology, including e...

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Autores principales: Sobczyk, Maria K., Richardson, Tom G., Zuber, Verena, Min, Josine L., Gaunt, Tom R., Paternoster, Lavinia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592116/
https://www.ncbi.nlm.nih.gov/pubmed/33901562
http://dx.doi.org/10.1016/j.jid.2021.03.027
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author Sobczyk, Maria K.
Richardson, Tom G.
Zuber, Verena
Min, Josine L.
Gaunt, Tom R.
Paternoster, Lavinia
author_facet Sobczyk, Maria K.
Richardson, Tom G.
Zuber, Verena
Min, Josine L.
Gaunt, Tom R.
Paternoster, Lavinia
author_sort Sobczyk, Maria K.
collection PubMed
description GWASs for atopic dermatitis have identified 25 reproducible loci. We attempt to prioritize the candidate causal genes at these loci using extensive molecular resources compiled into a bioinformatics pipeline. We identified a list of 103 molecular resources for atopic dermatitis etiology, including expression, protein, and DNA methylation quantitative trait loci datasets in the skin or immune-relevant tissues, which were tested for overlap with GWAS signals. This was combined with functional annotation using regulatory variant prediction and features such as promoter‒enhancer interactions, expression studies, and variant fine mapping. For each gene at each locus, we condensed the evidence into a prioritization score. Across the investigated loci, we detected significant enrichment of genes with adaptive immune regulatory function and epidermal barrier formation among the top-prioritized genes. At eight loci, we were able to prioritize a single candidate gene (IL6R, ADO, PRR5L, IL7R, ETS1, INPP5D, MDM1, TRAF3). In addition, at 6 of the 25 loci, our analysis prioritizes less familiar candidates (SLC22A5, IL2RA, MDM1, DEXI, ADO, STMN3). Our analysis provides support for previously implicated genes at several atopic dermatitis GWAS loci as well as evidence for plausible additional candidates at others, which may represent potential targets for drug discovery.
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spelling pubmed-85921162021-11-22 Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci Sobczyk, Maria K. Richardson, Tom G. Zuber, Verena Min, Josine L. Gaunt, Tom R. Paternoster, Lavinia J Invest Dermatol Original Article GWASs for atopic dermatitis have identified 25 reproducible loci. We attempt to prioritize the candidate causal genes at these loci using extensive molecular resources compiled into a bioinformatics pipeline. We identified a list of 103 molecular resources for atopic dermatitis etiology, including expression, protein, and DNA methylation quantitative trait loci datasets in the skin or immune-relevant tissues, which were tested for overlap with GWAS signals. This was combined with functional annotation using regulatory variant prediction and features such as promoter‒enhancer interactions, expression studies, and variant fine mapping. For each gene at each locus, we condensed the evidence into a prioritization score. Across the investigated loci, we detected significant enrichment of genes with adaptive immune regulatory function and epidermal barrier formation among the top-prioritized genes. At eight loci, we were able to prioritize a single candidate gene (IL6R, ADO, PRR5L, IL7R, ETS1, INPP5D, MDM1, TRAF3). In addition, at 6 of the 25 loci, our analysis prioritizes less familiar candidates (SLC22A5, IL2RA, MDM1, DEXI, ADO, STMN3). Our analysis provides support for previously implicated genes at several atopic dermatitis GWAS loci as well as evidence for plausible additional candidates at others, which may represent potential targets for drug discovery. Elsevier 2021-11 /pmc/articles/PMC8592116/ /pubmed/33901562 http://dx.doi.org/10.1016/j.jid.2021.03.027 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Article
Sobczyk, Maria K.
Richardson, Tom G.
Zuber, Verena
Min, Josine L.
Gaunt, Tom R.
Paternoster, Lavinia
Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title_full Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title_fullStr Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title_full_unstemmed Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title_short Triangulating Molecular Evidence to Prioritize Candidate Causal Genes at Established Atopic Dermatitis Loci
title_sort triangulating molecular evidence to prioritize candidate causal genes at established atopic dermatitis loci
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592116/
https://www.ncbi.nlm.nih.gov/pubmed/33901562
http://dx.doi.org/10.1016/j.jid.2021.03.027
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