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Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes
Connections between inflammation and diseases are suggested important in understanding the genetic mechanisms of diseases. However, studies on the functional cross-links between inflammation and disease genes are still in their early stages. We integrated the protein–protein interaction (PPI), infla...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3851881/ https://www.ncbi.nlm.nih.gov/pubmed/24305783 http://dx.doi.org/10.1038/srep03426 |
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author | Zhang, Yunpeng Fan, Huihui Xu, Juan Xiao, Yun Xu, Yanjun Li, Yixue Li, Xia |
author_facet | Zhang, Yunpeng Fan, Huihui Xu, Juan Xiao, Yun Xu, Yanjun Li, Yixue Li, Xia |
author_sort | Zhang, Yunpeng |
collection | PubMed |
description | Connections between inflammation and diseases are suggested important in understanding the genetic mechanisms of diseases. However, studies on the functional cross-links between inflammation and disease genes are still in their early stages. We integrated the protein–protein interaction (PPI), inflammation genes, and gene–disease associations to construct a disease-inflammation network (DIN). We found that nodes, which are both inflammation and disease genes (namely inter-genes), are topologically important in the DIN structure. Via mapping inter-genes to PPI, we classified diseases into two categories, which are significantly different in Intimacy measuring the contribution of inflammation genes to the connections between disease pairs. Furthermore, we constructed a cross-talking subpathways network. As indicated, the cross-subpathway analysis shows great performance in capturing higher-level relationship among inflammation and disease processes. Collectively, The network-based analysis provides us a rather promising insight into the intricate relationship between inflammation and disease genes. |
format | Online Article Text |
id | pubmed-3851881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-38518812013-12-05 Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes Zhang, Yunpeng Fan, Huihui Xu, Juan Xiao, Yun Xu, Yanjun Li, Yixue Li, Xia Sci Rep Article Connections between inflammation and diseases are suggested important in understanding the genetic mechanisms of diseases. However, studies on the functional cross-links between inflammation and disease genes are still in their early stages. We integrated the protein–protein interaction (PPI), inflammation genes, and gene–disease associations to construct a disease-inflammation network (DIN). We found that nodes, which are both inflammation and disease genes (namely inter-genes), are topologically important in the DIN structure. Via mapping inter-genes to PPI, we classified diseases into two categories, which are significantly different in Intimacy measuring the contribution of inflammation genes to the connections between disease pairs. Furthermore, we constructed a cross-talking subpathways network. As indicated, the cross-subpathway analysis shows great performance in capturing higher-level relationship among inflammation and disease processes. Collectively, The network-based analysis provides us a rather promising insight into the intricate relationship between inflammation and disease genes. Nature Publishing Group 2013-12-05 /pmc/articles/PMC3851881/ /pubmed/24305783 http://dx.doi.org/10.1038/srep03426 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Article Zhang, Yunpeng Fan, Huihui Xu, Juan Xiao, Yun Xu, Yanjun Li, Yixue Li, Xia Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title | Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title_full | Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title_fullStr | Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title_full_unstemmed | Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title_short | Network Analysis Reveals Functional Cross-links between Disease and Inflammation Genes |
title_sort | network analysis reveals functional cross-links between disease and inflammation genes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3851881/ https://www.ncbi.nlm.nih.gov/pubmed/24305783 http://dx.doi.org/10.1038/srep03426 |
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