Cargando…
Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies
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 relations...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936183/ https://www.ncbi.nlm.nih.gov/pubmed/27388770 http://dx.doi.org/10.1186/s13075-016-1061-7 |
_version_ | 1782441523431866368 |
---|---|
author | Parkes, Joanna E. Rothwell, Simon Day, Philip J. McHugh, Neil J. Betteridge, Zoë E. Cooper, Robert G. Ollier, William E. Chinoy, Hector Lamb, Janine A. |
author_facet | Parkes, Joanna E. Rothwell, Simon Day, Philip J. McHugh, Neil J. Betteridge, Zoë E. Cooper, Robert G. Ollier, William E. Chinoy, Hector Lamb, Janine A. |
author_sort | Parkes, Joanna E. |
collection | PubMed |
description | 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13075-016-1061-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4936183 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49361832016-07-07 Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies Parkes, Joanna E. Rothwell, Simon Day, Philip J. McHugh, Neil J. Betteridge, Zoë E. Cooper, Robert G. Ollier, William E. Chinoy, Hector Lamb, Janine A. Arthritis Res Ther Research Article 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13075-016-1061-7) contains supplementary material, which is available to authorized users. BioMed Central 2016-07-07 2016 /pmc/articles/PMC4936183/ /pubmed/27388770 http://dx.doi.org/10.1186/s13075-016-1061-7 Text en © The Author(s). 2016 Open AccessThis 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. |
spellingShingle | Research Article Parkes, Joanna E. Rothwell, Simon Day, Philip J. McHugh, Neil J. Betteridge, Zoë E. Cooper, Robert G. Ollier, William E. Chinoy, Hector Lamb, Janine A. Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title | Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title_full | Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title_fullStr | Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title_full_unstemmed | Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title_short | Systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
title_sort | systematic protein-protein interaction and pathway analyses in the idiopathic inflammatory myopathies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936183/ https://www.ncbi.nlm.nih.gov/pubmed/27388770 http://dx.doi.org/10.1186/s13075-016-1061-7 |
work_keys_str_mv | AT parkesjoannae systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT rothwellsimon systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT dayphilipj systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT mchughneilj systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT betteridgezoee systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT cooperrobertg systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT ollierwilliame systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT chinoyhector systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT lambjaninea systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies AT systematicproteinproteininteractionandpathwayanalysesintheidiopathicinflammatorymyopathies |