• DocumentCode
    3071351
  • Title

    An interactive visualization tool and data model for experimental design in systems biology

  • Author

    Kapoor, Shray ; Quo, Chang Feng ; Merrill, Alfred H., Jr. ; Wang, May D.

  • Author_Institution
    College of Computing, Georgia Institute of Technology, Atlanta, 30332 USA
  • fYear
    2008
  • fDate
    20-25 Aug. 2008
  • Firstpage
    2423
  • Lastpage
    2426
  • Abstract
    Experimental design is important, but is often under-supported, in systems biology research. To improve experimental design, we extend the visualization of complex sphingolipid pathways to study biosynthetic origin in SphinGOMAP. We use the ganglio-series sphingolipid dataset as a test bed and the Java Universal Network / Graph Framework (JUNG) visualization toolkit. The result is an interactive visualization tool and data model for experimental design in lipid systems biology research. We improve the current SphinGOMAP in terms of interactive visualization by allowing (i) choice of four different network layouts, (ii) dynamic addition / deletion of on-screen molecules and (iii) mouse-over to reveal detailed molecule data. Future work will focus on integrating various lipid-relevant data systematically i.e. SphinGOMAP biosynthetic data, Lipid Bank molecular data (Japan) and Lipid MAPS metabolic pathway data (USA). We aim to build a comprehensive and interactive communication platform to improve experimental design for scientists globally in high-throughput lipid systems biology research.
  • Keywords
    Algorithm design and analysis; Bioinformatics; Biology computing; Biomedical engineering; Cancer; Data models; Data visualization; Design for experiments; Lipidomics; Systems biology; Experimental design; graph layout algorithms; interactive visualization; sphingolipid pathways; Algorithms; Computational Biology; Computer Graphics; Computer Simulation; Database Management Systems; Databases, Factual; Gene Expression Profiling; Humans; Lipids; Metabolic Networks and Pathways; Reproducibility of Results; Sphingolipids; Systems Biology; Systems Integration; User-Computer Interface;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
  • Conference_Location
    Vancouver, BC
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-1814-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2008.4649688
  • Filename
    4649688