Title :
Visually Relating Gene Expression and in vivo DNA Binding Data
Author :
Huang, Min-Yu ; Mackey, Lester ; Keranen, Soile V E ; Weber, Gunther H. ; Jordan, Michael I. ; Knowles, David W. ; Biggin, Mark D. ; Hamann, Bernd
Author_Institution :
Univ. of California, Davis, CA, USA
Abstract :
Gene expression and in vivo DNA binding data provide important information for understanding gene regulatory networks: in vivo DNA binding data indicate genomic regions where transcription factors are bound, and expression data show the output resulting from this binding. Thus, there must be functional relationships between these two types of data. While visualization and data analysis tools exist for each data type alone, there is a lack of tools that can easily explore the relationship between them. We propose an approach that uses the average expression driven by multiple of cis-control regions to visually relate gene expression and in vivo DNA binding data. We demonstrate the utility of this tool with examples from the network controlling early Drosophila development. The results obtained support the idea that the level of occupancy of a transcription factor on DNA strongly determines the degree to which the factor regulates a target gene, and in some cases also controls whether the regulation is positive or negative.
Keywords :
DNA; biology computing; cellular biophysics; data analysis; data visualisation; genetics; molecular biophysics; Drosophila development; cis-control region; data analysis tool; gene expression; gene regulatory network; genomic region; genomic transcription factor; in vivo DNA binding data; target gene regulation; visual relationship; visualization tool; Bioinformatics; DNA; Data visualization; Embryo; Gene expression; Genomics; In vivo; Gene Expression; Interactive Data Exploration; Visualization; in vivo DNA Binding Data;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1799-4
DOI :
10.1109/BIBM.2011.85