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Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium
BACKGROUND: Osteoclast differentiation in the inflamed synovium of rheumatoid arthritis (RA) affected joints leads to the formation of bone lesions. Reconstruction and analysis of protein interaction networks underlying specific disease phenotypes are essential for designing therapeutic intervention...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6186409/ https://www.ncbi.nlm.nih.gov/pubmed/30324023 http://dx.doi.org/10.7717/peerj.5743 |
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author | Harshan, Shilpa Dey, Poulami Ragunathan, Srivatsan |
author_facet | Harshan, Shilpa Dey, Poulami Ragunathan, Srivatsan |
author_sort | Harshan, Shilpa |
collection | PubMed |
description | BACKGROUND: Osteoclast differentiation in the inflamed synovium of rheumatoid arthritis (RA) affected joints leads to the formation of bone lesions. Reconstruction and analysis of protein interaction networks underlying specific disease phenotypes are essential for designing therapeutic interventions. In this study, we have created a network that captures signal flow leading to osteoclast differentiation. Based on transcriptome analysis, we have indicated the potential mechanisms responsible for the phenotype in the RA affected synovium. METHOD: We collected information on gene expression, pathways and protein interactions related to RA from literature and databases namely Gene Expression Omnibus, Kyoto Encyclopedia of Genes and Genomes pathway and STRING. Based on these information, we created a network for the differentiation of osteoclasts. We identified the differentially regulated network genes and reported the signaling that are responsible for the process in the RA affected synovium. RESULT: Our network reveals the mechanisms underlying the activation of the neutrophil cytosolic factor complex in connection to osteoclastogenesis in RA. Additionally, the study reports the predominance of the canonical pathway of NF-κB activation in the diseased synovium. The network also confirms that the upregulation of T cell receptor signaling and downregulation of transforming growth factor beta signaling pathway favor osteoclastogenesis in RA. To the best of our knowledge, this is the first comprehensive protein–protein interaction network describing RA driven osteoclastogenesis in the synovium. DISCUSSION: This study provides information that can be used to build models of the signal flow involved in the process of osteoclast differentiation. The models can further be used to design therapies to ameliorate bone destruction in the RA affected joints. |
format | Online Article Text |
id | pubmed-6186409 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61864092018-10-15 Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium Harshan, Shilpa Dey, Poulami Ragunathan, Srivatsan PeerJ Bioinformatics BACKGROUND: Osteoclast differentiation in the inflamed synovium of rheumatoid arthritis (RA) affected joints leads to the formation of bone lesions. Reconstruction and analysis of protein interaction networks underlying specific disease phenotypes are essential for designing therapeutic interventions. In this study, we have created a network that captures signal flow leading to osteoclast differentiation. Based on transcriptome analysis, we have indicated the potential mechanisms responsible for the phenotype in the RA affected synovium. METHOD: We collected information on gene expression, pathways and protein interactions related to RA from literature and databases namely Gene Expression Omnibus, Kyoto Encyclopedia of Genes and Genomes pathway and STRING. Based on these information, we created a network for the differentiation of osteoclasts. We identified the differentially regulated network genes and reported the signaling that are responsible for the process in the RA affected synovium. RESULT: Our network reveals the mechanisms underlying the activation of the neutrophil cytosolic factor complex in connection to osteoclastogenesis in RA. Additionally, the study reports the predominance of the canonical pathway of NF-κB activation in the diseased synovium. The network also confirms that the upregulation of T cell receptor signaling and downregulation of transforming growth factor beta signaling pathway favor osteoclastogenesis in RA. To the best of our knowledge, this is the first comprehensive protein–protein interaction network describing RA driven osteoclastogenesis in the synovium. DISCUSSION: This study provides information that can be used to build models of the signal flow involved in the process of osteoclast differentiation. The models can further be used to design therapies to ameliorate bone destruction in the RA affected joints. PeerJ Inc. 2018-10-11 /pmc/articles/PMC6186409/ /pubmed/30324023 http://dx.doi.org/10.7717/peerj.5743 Text en © 2018 Harshan et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Harshan, Shilpa Dey, Poulami Ragunathan, Srivatsan Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title | Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title_full | Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title_fullStr | Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title_full_unstemmed | Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title_short | Effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
title_sort | effects of rheumatoid arthritis associated transcriptional changes on osteoclast differentiation network in the synovium |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6186409/ https://www.ncbi.nlm.nih.gov/pubmed/30324023 http://dx.doi.org/10.7717/peerj.5743 |
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