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Published in: Arthritis Research & Therapy 1/2016

Open Access 01-12-2016 | Research article

Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies

Authors: Joanna E. Parkes, Simon Rothwell, Philip J. Day, Neil J. McHugh, Zoë E. Betteridge, Robert G. Cooper, William E. Ollier, Hector Chinoy, Janine A. Lamb, The Myositis Genetics Consortium (MYOGEN)

Published in: Arthritis Research & Therapy | Issue 1/2016

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Abstract

Background

The idiopathic inflammatory myopathies (IIM) are autoimmune diseases characterised by acquired proximal muscle weakness, inflammatory cell infiltrates in muscle and myositis-specific/associated autoantibodies. It is unclear which pathways are involved in IIM, and the functional relationship between autoantibody targets has not been systematically explored. Protein-protein interaction and pathway analyses were conducted to identify pathways relevant to disease, using autoantibody targets and gene products of IIM-associated single nucleotide polymorphism (SNP) loci.

Methods

Protein-protein interactions were analysed using Disease Association Protein-Protein Link Evaluator (DAPPLE). Gene ontology and pathway analyses were conducted using Database for Annotation Visualisation and Integrated Discovery (DAVID) and Gene Relationships Across Implicated Loci (GRAIL). Analyses were undertaken including the targets of published autoantibodies, significant and suggestive SNPs from an IIM association study and autoantibody targets plus SNPs combined.

Results

The protein-protein interaction networks formed by autoantibody targets and associated SNPs showed significant direct and/or indirect connectivity (p < 0.05). Autoantibody targets plus associated SNPs combined resulted in more significant indirect and common interactor connectivity, suggesting autoantibody targets and proteins encoded by IIM-associated loci may be involved in common pathways. Tumour necrosis factor receptor-associated factor 6 (TRAF6) was identified as a hub protein, and UBE3B, HSPA1A, HSPA1B and PSMD3 also were identified as genes with significant connectivity. Pathway analysis identified that autoantibody targets and associated SNP regions are significantly interconnected (p < 0.01), and confirmed autoantibody target involvement in translational and post-translational processes. ‘Ubiquitin’ was the only keyword strongly linking significant genes across regions in all three GRAIL analyses of autoantibody targets and IIM-associated SNPs.

Conclusions

Autoantibody targets and IIM-associated loci show significant connectivity and inter-relatedness, and identify several key genes and pathways in IIM pathogenesis, possibly mediated via the ubiquitination pathway.
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Metadata
Title
Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies
Authors
Joanna E. Parkes
Simon Rothwell
Philip J. Day
Neil J. McHugh
Zoë E. Betteridge
Robert G. Cooper
William E. Ollier
Hector Chinoy
Janine A. Lamb
The Myositis Genetics Consortium (MYOGEN)
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 1/2016
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/s13075-016-1061-7

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