A network-based method for target selection in metabolic networks

被引:43
作者
Guimera, R. [1 ]
Sales-Pardo, M.
Amaral, L. A. N.
机构
[1] Northwestern Univ, NW Inst Complex Syst NICO, Evanston, IL 60208 USA
[2] Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL 60208 USA
关键词
D O I
10.1093/bioinformatics/btm150
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The lack of new antimicrobials, combined with increasing microbial resistance to old ones, poses a serious threat to public health. With hundreds of genomes sequenced, systems biology promises to help in solving this problem by uncovering new drug targets. Results: Here, we propose an approach that is based on the mapping of the interactions between biochemical agents, such as proteins and metabolites, onto complex networks. We report that nodes and links in complex biochemical networks can be grouped into a small number of classes, based on their role in connecting different functional modules. Specifically, for metabolic networks, in which nodes represent metabolites and links represent enzymes, we demonstrate that some enzyme classes are more likely to be essential, some are more likely to be species-specific and some are likely to be both essential and specific. Our network-based enzyme classification scheme is thus a promising tool for the identification of drug targets.
引用
收藏
页码:1616 / 1622
页数:7
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