DocumentCode :
2415008
Title :
Toward automatically drawn metabolic pathway atlas with peripheral node abstraction algorithm
Author :
Jang, Myungha ; Rhie, Arange ; Park, Hyun-Seok
Author_Institution :
Bioinf. Lab., Ewha Womans Univ., Seoul, South Korea
fYear :
2010
fDate :
18-21 Dec. 2010
Firstpage :
638
Lastpage :
642
Abstract :
Graphical layout techniques serve a vital part in systems biology to enhance understanding and visualization of chemical reaction pathways in our body. Metabolic networks have particularly complex binding structures, making its graphical representation challenging to comprehend. For the purpose of legibility, reducing graph complexity in metabolic networks is crucial when working with large number of nodes and edges. This paper introduces a node abstraction algorithm that treats metabolic pathways as hierarchical networks and considers reactions between compound pairs - the equivalent of node pairs in the context of biological networks - as an elastic parameter for reaction compression in an automated way. Substrates and products that locally compose reactions with low connectivity were reduced, and cyclical or hierarchical pathways were aligned according to their structural composition.
Keywords :
biochemistry; bioinformatics; data visualisation; molecular biophysics; reaction kinetics; chemical reaction pathways visualization; complex binding structures; elastic parameter; graph complexity; graphical layout techniques; graphical representation; metabolic networks; metabolic pathway atlas; peripheral node abstraction algorithm; reaction compression; systems biology; Bioinformatics; Conferences; Cellular metabolism atlas; biological pathway visualization; graph complexity reducing algorithm; metabolic network; peripheral node abstraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2010 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-8306-8
Electronic_ISBN :
978-1-4244-8307-5
Type :
conf
DOI :
10.1109/BIBM.2010.5706644
Filename :
5706644
Link To Document :
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