The scientific objective of our research group is to extract biological knowledge from large-scale experimental data sets using data integration, comparative sequence and expression analysis, and network biology. Through the development and application of novel bioinformatics methods, new aspects of genome biology, especially in the area of gene function prediction and gene regulation, are identified.