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RobExT: a tool to customize microarray data for CellDesigner and Cytoscape

Published: 23 January 2012 Publication History

Abstract

CellDesigner and Cytoscape are popularly used tools in systems biology studies for biological network construction. Plug-ins for these tools are also available which enable visualization of the microarray data in the context to the constructed biological networks. However, a major limitation for these tools is that they accept inputs only in a specified format and not in the format generated routinely by secondary data analysis pipeline for microarray data. Generating an input file in the format acceptable to CellDesigner and/or Cytoscape is a non-trivial task for biologists with very limited computation experience. Hence, we developed an easy to use tool, RobExT (Robust Expression parsing Tool), that empowers biologists with capabilities to select, cleanse and filter microarray data relevant to their biological networks constructed using CellDesigner/Cytoscape.
Using RobExT, we extracted gene expression profile data for 100 genes constituting our biological network (could be used for any number of genes) from a normalized microarray dataset with more than 45000 gene probes. Input for RobExT was normalized microarray dataset, a text file listing 100 genes of our interest and appropriate p-value cut off (≤0.05). On processing, RobExT generated output files with expression profiles only for our genes of interest based on p-value cut off and in the format acceptable to CellDesigner and Cytoscape. Further, this data was overlaid on the biological network of 100 genes under consideration for easy visualization and analysis.
We have developed an easy to use tool RobExT that takes normalized microarray data, and, based on user inputs, generates output files that can be easily imported into CellDesigner and Cytoscape for easy visualization and further biological interpretation.

References

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Kitano, H. (2002). Systems biology: A brief overview. Science 295:1662--1664.
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Funahashi, A., Tanimura, N., Morohashi, M., and Kitano, H., 2003. CellDesigner: a process diagram editor for gene-regulatory and biochemical networks, BIOSILICO, 1:159--162, {
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Funahashi, A.; Matsuoka, Y.; Jouraku, A.; Morohashi, M.; Kikuchi, N.; Kitano, H. 2008. CellDesigner 3.5: A Versatile Modeling Tool for Biochemical Networks. Proceedings of the IEEE Volume 96, Issue 8, Aug. 2008 Page(s):1254--1265{doi 10.1109/JPROC.2008.925458}
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Kitano, H. et al. 2005. Using process diagram for the graphical representation of biological networks, Nature Biotechnology 23(8), 961--966
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  1. RobExT: a tool to customize microarray data for CellDesigner and Cytoscape

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    COMPUTE '12: Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
    January 2012
    146 pages
    ISBN:9781450314404
    DOI:10.1145/2459118
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 23 January 2012

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    Author Tags

    1. CellDesigner
    2. Cytoscape
    3. DNA
    4. data filtering
    5. expression analysis
    6. mRNA
    7. microarray

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    • LABS, Persistent Systems Limited, Pune, INDIA

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    Compute '12
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    • ACM Pune Professional Chapter

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    COMPUTE '12 Paper Acceptance Rate 18 of 116 submissions, 16%;
    Overall Acceptance Rate 114 of 622 submissions, 18%

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