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消除节点冗余并保留代谢途径的代谢网络可视化

Metabolic network visualization eliminating node redundance and preserving metabolic pathways.

作者信息

Bourqui Romain, Cottret Ludovic, Lacroix Vincent, Auber David, Mary Patrick, Sagot Marie-France, Jourdan Fabien

机构信息

LaBRI, Université Bordeaux I, 351 Cours de la libération, 33405 Talence CEDEX, France.

出版信息

BMC Syst Biol. 2007 Jul 3;1:29. doi: 10.1186/1752-0509-1-29.

Abstract

BACKGROUND

The tools that are available to draw and to manipulate the representations of metabolism are usually restricted to metabolic pathways. This limitation becomes problematic when studying processes that span several pathways. The various attempts that have been made to draw genome-scale metabolic networks are confronted with two shortcomings: 1- they do not use contextual information which leads to dense, hard to interpret drawings, 2- they impose to fit to very constrained standards, which implies, in particular, duplicating nodes making topological analysis considerably more difficult.

RESULTS

We propose a method, called MetaViz, which enables to draw a genome-scale metabolic network and that also takes into account its structuration into pathways. This method consists in two steps: a clustering step which addresses the pathway overlapping problem and a drawing step which consists in drawing the clustered graph and each cluster.

CONCLUSION

The method we propose is original and addresses new drawing issues arising from the no-duplication constraint. We do not propose a single drawing but rather several alternative ways of presenting metabolism depending on the pathway on which one wishes to focus. We believe that this provides a valuable tool to explore the pathway structure of metabolism.

摘要

背景

用于绘制和操作代谢表示的工具通常仅限于代谢途径。在研究跨越多个途径的过程时,这种局限性就会成为问题。绘制基因组规模代谢网络的各种尝试面临两个缺点:1 - 它们不使用上下文信息,这导致绘图密集且难以解释;2 - 它们强制符合非常严格的标准,这尤其意味着要复制节点,使得拓扑分析变得更加困难。

结果

我们提出了一种名为MetaViz的方法,该方法能够绘制基因组规模的代谢网络,并且还考虑到其按途径的结构化。此方法包括两个步骤:一个聚类步骤,用于解决途径重叠问题;一个绘图步骤,包括绘制聚类图和每个聚类。

结论

我们提出的方法是原创的,解决了因无复制约束而产生的新绘图问题。我们不是提出单一的绘图,而是根据希望关注的途径提供几种呈现代谢的替代方式。我们相信这为探索代谢的途径结构提供了一个有价值的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/60a8/1934383/ee35d84ea68b/1752-0509-1-29-1.jpg

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