Quantifying the relevance of different mediators in the human immune cell network

P. Tieri, S. Valensin, V. Latora, G. C. Castellani, M. Marchiori, D. Remondini, Claudio Franceschi

Research output: Contribution to journalArticle

Abstract

Motivation: Immune cells coordinate their efforts for the correct and efficient functioning of the immune system (IS). Each cell type plays a distinct role and communicates with other cell types through mediators such as cytokines, chemokines and hormones, among others, that are crucial for the functioning of the IS and its fine tuning. Nevertheless, a quantitative analysis of the topological properties of an immunological network involving this complex interchange of mediators among immune cells is still lacking. Results: Here we present a method for quantifying the relevance of different mediators in the immune network, which exploits a definition of centrality based on the concept of efficient communication. The analysis, applied to the human IS, indicates that its mediators differ significantly in their network relevance. We found that cytokines involved in innate immunity and inflammation and some hormones rank highest in the network, revealing that the most prominent mediators of the IS are molecules involved in these ancestral types of defence mechanisms which are highly integrated with the adaptive immune response, and at the interplay among the nervous, the endocrine and the immune systems.

Original languageEnglish
Pages (from-to)1639-1643
Number of pages5
JournalBioinformatics
Volume21
Issue number8
DOIs
Publication statusPublished - Apr 15 2005

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ASJC Scopus subject areas

  • Clinical Biochemistry
  • Computer Science Applications
  • Computational Theory and Mathematics

Cite this

Tieri, P., Valensin, S., Latora, V., Castellani, G. C., Marchiori, M., Remondini, D., & Franceschi, C. (2005). Quantifying the relevance of different mediators in the human immune cell network. Bioinformatics, 21(8), 1639-1643. https://doi.org/10.1093/bioinformatics/bti239