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Network analysis reveals functional cross-links between disease and inflammation genes

  • Yunpeng Zhang
  • , Huihui Fan
  • , Juan Xu
  • , Yun Xiao
  • , Yanjun Xu
  • , Yixue Li
  • , Xia Li

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish (US)
Article number3426
JournalScientific reports
Volume3
DOIs
StatePublished - Dec 5 2013
Externally publishedYes

ASJC Scopus subject areas

  • General

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