An Algorithm for Initial Fluxes of Metabolic P Systems

被引:4
作者
Pagliarini, Roberto [1 ]
Franco, Giuditta [1 ]
Manca, Vincenzo [1 ]
机构
[1] Univ Verona, Italy Comp Sci Dept, I-37134 Verona, Italy
关键词
Biological modeling; P systems; MP systems; Metabolic flux estimation; Heuristic algorithms;
D O I
10.15837/ijccc.2009.3.2434
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A central issue in systems biology is the study of efficient methods inferring fluxes of biological reactions by starting from experimental data. Among the different techniques proposed in the last years, the theory of Metabolic P systems, which is based on the Log-Gain principle, proved to be helpful for deducing biological fluxes from temporal series of observed dynamics. According to this approach, the algebraic systems provided by the Log-Gain principle determine the reaction fluxes underlying a system dynamics when initial fluxes are known. Here we propose a heuristic algorithm for estimating the initial fluxes, that is tested in two case studies.
引用
收藏
页码:263 / 272
页数:10
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