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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649688