Targeted genomic analysis reveals widespread autoimmune disease association with regulatory variants in the TNF superfamily cytokine signalling network.
Author(s)
Type
Journal Article
Abstract
BACKGROUND: Tumour necrosis factor (TNF) superfamily cytokines and their receptors regulate diverse immune system functions through a common set of signalling pathways. Genetic variants in and expression of individual TNF superfamily cytokines, receptors and signalling proteins have been associated with autoimmune and inflammatory diseases, but their interconnected biology has been largely unexplored. METHODS: We took a hypothesis-driven approach using available genome-wide datasets to identify genetic variants regulating gene expression in the TNF superfamily cytokine signalling network and the association of these variants with autoimmune and autoinflammatory disease. Using paired gene expression and genetic data, we identified genetic variants associated with gene expression, expression quantitative trait loci (eQTLs), in four peripheral blood cell subsets. We then examined whether eQTLs were dependent on gene expression level or the presence of active enhancer chromatin marks. Using these eQTLs as genetic markers of the TNF superfamily signalling network, we performed targeted gene set association analysis in eight autoimmune and autoinflammatory disease genome-wide association studies. RESULTS: Comparison of TNF superfamily network gene expression and regulatory variants across four leucocyte subsets revealed patterns that differed between cell types. eQTLs for genes in this network were not dependent on absolute gene expression levels and were not enriched for chromatin marks of active enhancers. By examining autoimmune disease risk variants among our eQTLs, we found that risk alleles can be associated with either increased or decreased expression of co-stimulatory TNF superfamily cytokines, receptors or downstream signalling molecules. Gene set disease association analysis revealed that eQTLs for genes in the TNF superfamily pathway were associated with six of the eight autoimmune and autoinflammatory diseases examined, demonstrating associations beyond single genome-wide significant hits. CONCLUSIONS: This systematic analysis of the influence of regulatory genetic variants in the TNF superfamily network reveals widespread and diverse roles for these cytokines in susceptibility to a number of immune-mediated diseases.
Date Issued
2016-07-19
Date Acceptance
2016-06-21
Citation
Genome Medicine: medicine in the post-genomic era, 2016, 8 (1), pp.1-15
ISSN
1756-994X
Publisher
BMC
Start Page
1
End Page
15
Journal / Book Title
Genome Medicine: medicine in the post-genomic era
Volume
8
Issue
1
Copyright Statement
© 2016 The Author(s). Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
Identifier
https://www.ncbi.nlm.nih.gov/pubmed/27435189
PII: 10.1186/s13073-016-0329-5
Subjects
Autoimmunity
Autoinflammation
GWAS
Gene set analysis
Genetics
Genomics
TNF superfamily
eQTL
Alleles
Autoimmune Diseases
Chromatin
Gene Expression Regulation
Gene Regulatory Networks
Genetic Predisposition to Disease
Genome, Human
Genome-Wide Association Study
Hereditary Autoinflammatory Diseases
Humans
Leukocytes, Mononuclear
Protein Isoforms
Quantitative Trait Loci
Receptors, Tumor Necrosis Factor
Risk
Signal Transduction
Tumor Necrosis Factor-alpha
Publication Status
Published
Coverage Spatial
England
Date Publish Online
2016-07-19