@ARTICLE{Wrzodek2009, author = {Wrzodek, Clemens and Schr{\"o}der, Adrian and Dr{\"a}ger, Andreas and Wanke, Dierk and Berendzen, Kenneth W. and Kronfeld, Marcel and Harter, Klaus and Zell, Andreas}, title = {ModuleMaster: a new tool to decipher transcriptional regulatory networks}, journal = {Biosystems}, year = {2009}, volume = {In Press, Accepted Manuscript}, pages = {-}, month = {October}, abstract = {Summary In this article we present ModuleMaster, a novel application for finding cis-regulatory modules (CRMs) in sets of co-expressed genes. The application comes with a newly developed method which not only considers transcription factor binding information but also multivariate functional relationships between regulators and target genes to improve the detection of CRMs. Given only the results of a microarray and a subsequent clustering experiment, the programincludes all necessary data and algorithms to performevery step to find CRMs. This workbench possesses an easy-to-use graphical user interface, together with job processing and command line options, makingModuleMaster a sophisticated programfor large-scale batch processing. The detected CRMs can be visualized and evaluated in various ways, i.e., generating GraphML- and R-based whole regulatory network visualizations or generating SBML files for subsequent analytical processing and dynamic modeling.}, doi = {10.1016/j.biosystems.2009.09.005}, issn = {0303-2647}, keywords = {Generegulation, Cis-regulatory modules, Regulatory sequence analysis, Matrix scan, Transcription factors}, url = {http://www.sciencedirect.com/science/article/B6T2K-4XDMHNV-1/2/18278a8abb201e1792e9e68fbc976f7d} }