Title :
Computing Elementary Flux Modes Involving a Set of Target Reactions
Author :
David, Lorenzo ; Bockmayr, Alexander
Author_Institution :
Dept. of Math. & Comput. Sci., Freie Univ. Berlin, Berlin, Germany
Abstract :
Elementary flux mode (EM) computation is an important tool in the constraint-based analysis of genome-scale metabolic networks. Due to the combinatorial complexity of these networks, as well as the advances in the level of detail to which they can be reconstructed, an exhaustive enumeration of all EMs is often not practical. Therefore, in recent years interest has shifted towards searching EMs with specific properties. We present a novel method that allows computing EMs containing a given set of target reactions. This generalizes previous algorithms where the set of target reactions consists of a single reaction. In the one-reaction case, our method compares favorably to the previous approaches. In addition, we present several applications of our algorithm for computing EMs containing two target reactions in genome-scale metabolic networks. A software tool implementing the algorithms described in this paper is available at https://sourceforge.net/projects/caefm.
Keywords :
biochemistry; bioinformatics; genomics; linear programming; molecular biophysics; combinatorial complexity; constraint-based analysis; elementary flux mode computation; exhaustive enumeration; genome-scale metabolic networks; one-reaction case; software tool; target reactions; Biochemistry; Bioinformatics; Computational biology; Couplings; Elementary flux mode; Genomics; Metabolic networks; constraint-based analysis; elementary flux modes; mixed-integer linear programming;
Journal_Title :
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
DOI :
10.1109/TCBB.2014.2343964