Toward automatically drawn metabolic pathway atlas with peripheral node abstraction algorithm

BIBM(2010)

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摘要
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.
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关键词
cellular metabolism atlas,chemical reaction pathways visualization,metabolic network,complex binding structures,biochemistry,molecular biophysics,metabolic networks,reaction kinetics,graphical representation,graph complexity reducing algorithm,data visualisation,metabolic pathway atlas,systems biology,reaction compression,graphical layout techniques,bioinformatics,graph complexity,elastic parameter,biological pathway visualization,peripheral node abstraction algorithm,peripheral node abstraction,chemical reaction,system biology,metabolic pathway,biological network
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