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Dynamic Network Reconstruction from Gene Expression Data Describing the Effect of LiCl Stimulation on Hepatocytes
Zellmer, Sebastian ; Schmidt-Heck, Wolfgang ; Gaunitz, Frank ; Baldysiak-Figiel, Alicja ; Guthke, Reinhardt ; Gebhardt, Rolf
Journal of Integrative Bioinformatics - JIB (ISSN 1613-4516)
Wnt/ß-catenin signalling plays an important role in zonation of liver parenchyma and in patterning of hepatocyte heterogeneity. A characteristic marker of this heterogeneity is glutamine synthetase, which is expressed only in a subset of pericentrally located hepatocytes. To investigate, whether and how the Wnt/beta-catenin signalling pathway is involved a culture of hepatocytes was stimulated by LiCl. This resulted in an increase in the specific GS activity, indicating that the Wnt/ß-catenin pathway may participate in regulating GS levels. Affymetrix GeneChip oligonucleotide arrays were used to monitor the gene expression changes during a period from 2 to 24 hours after stimulation by LiCl. Samples from a cultivation without stimulation were used as controls. Based on the gene expression profiles a hypothetic signal transduction network was constructed by a reverse engineering algorithm. The network robustness was tested and the most stable structure was identified.
||Faculty of Technology, Research Groups in Informatics
||Data processing, computer science, computer systems
Also published by Shaker:
Ralf Hofestädt (ed.). Integrative Bioinformatics - Yearbook 2005.