Article
An integer linear programming approach for finding deregulated subgraphs in regulatory networks.
Nucleic acids research - 1 Mar 2012
Backes Christina, Rurainski Alexander, Klau Gunnar W, Müller Oliver, Stöckel Daniel, Gerasch Andreas, Küntzer Jan, Maisel Daniela, Ludwig Nicole, Hein Matthias, Keller Andreas, Burtscher Helmut, Kaufmann Michael, Meese Eckart, Lenhof Hans-Peter
Abstract excerpt
Deregulation of cell signaling pathways plays a crucial role in the development of tumors. The identification of such pathways requires effective analysis tools that facilitate the interpretation of expression differences. Here, we present a novel and highly efficient method for identifying deregulated subnetworks in a regulatory network. Given a score for each node that measures the degree of deregulation of the...
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