Boyer Frédéric, Viari Alain
LSR-IMAG, Saint Martin d'Hères Cedex, France.
Bioinformatics. 2003 Oct;19 Suppl 2:ii26-34. doi: 10.1093/bioinformatics/btg1055.
We propose a new formulation for the problem of ab initio metabolic pathway reconstruction. Given a set of biochemical reactions together with their substrates and products, we consider the reactions as transfers of atoms between the chemical compounds and we look for successions of reactions transferring a maximal (or preset) number of atoms between a given source and sink compound. We state this problem as the one of finding a composition of partial injections that maximizes the image size. First, we study the theoretical complexity of this problem, state some related problems and then give a practical algorithm to solve them. Finally, we present two applications of this approach to the reconstruction of the tryptophan biosynthesis pathway and to the glycolysis.
我们针对从头开始进行代谢途径重建的问题提出了一种新的公式表述。给定一组生化反应及其底物和产物,我们将这些反应视为化学化合物之间原子的转移,并寻找在给定的源化合物和汇化合物之间转移最大(或预设)数量原子的反应序列。我们将此问题表述为寻找部分单射的组合以最大化像集大小的问题。首先,我们研究此问题的理论复杂度,阐述一些相关问题,然后给出一个实用算法来解决它们。最后,我们展示这种方法在色氨酸生物合成途径重建和糖酵解中的两个应用。