Boosting the extraction of elementary flux modes in genome-scale metabolic networks using the linear programming approach

被引:1
作者
Guil, Francisco [1 ]
Hidalgo, Jose F. [1 ]
Garcia, Jose M. [1 ]
机构
[1] Univ Murcia, Dept Ingn & Tecnol Comp, Murcia 30080, Spain
关键词
PATHWAYS;
D O I
10.1093/bioinformatics/btaa280
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Elementary flux modes (EFMs) are a key tool for analyzing genome-scale metabolic networks, and several methods have been proposed to compute them. Among them, those based on solving linear programming (LP) problems are known to be very efficient if the main interest lies in computing large enough sets of EFMs. Results: Here, we propose a new method called EFM-Ta that boosts the efficiency rate by analyzing the information provided by the LP solver. We base our method on a further study of the final tableau of the simplex method. By performing additional elementary steps and avoiding trivial solutions consisting of two cycles, we obtain many more EFMs for each LP problem posed, improving the efficiency rate of previously proposed methods by more than one order of magnitude.
引用
收藏
页码:4163 / 4170
页数:8
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