An extended bioreaction database that significantly improves reconstruction and analysis of genome-scale metabolic networks

被引:16
作者
Stelzer, Michael [1 ,2 ]
Sun, Jibin [2 ,3 ]
Kamphans, Tom [4 ]
Fekete, Sandor P. [4 ]
Zeng, An-Ping [2 ,5 ]
机构
[1] Braunschweig Univ Technol, Dept Bioinformat & Biochem, D-38106 Braunschweig, Germany
[2] Helmholtz Ctr Infect Res HZI, Syst Biol Grp, D-38124 Braunschweig, Germany
[3] Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin Inst Ind Biotechnol, Xiqidao Tianjin Airport Econ Area 32, Tianjin 300308, Peoples R China
[4] Braunschweig Univ Technol, Dept Comp Sci, Algorithms Grp, D-38106 Braunschweig, Germany
[5] Hamburg Univ Technol, Inst Bioproc & Biosyst Engn, D-21073 Hamburg, Germany
关键词
CONNECTIVITY STRUCTURE; COMMUNITY STRUCTURE; PATHWAYS; IDENTIFICATION; MODULARITY; CENTRALITY;
D O I
10.1039/c1ib00008j
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The bioreaction database established by Ma and Zeng (Bioinformatics, 2003, 19, 270-277) for in silico reconstruction of genome-scale metabolic networks has been widely used. Based on more recent information in the reference databases KEGG LIGAND and Brenda, we upgrade the bioreaction database in this work by almost doubling the number of reactions from 3565 to 6851. Over 70% of the reactions have been manually updated/revised in terms of reversibility, reactant pairs, currency metabolites and error correction. For the first time, 41 spontaneous sugar mutarotation reactions are introduced into the biochemical database. The upgrade significantly improves the reconstruction of genome scale metabolic networks. Many gaps or missing biochemical links can be recovered, as exemplified with three model organisms Homo sapiens, Aspergillus niger, and Escherichia coli. The topological parameters of the constructed networks were also largely affected, however, the overall network structure remains scale-free. Furthermore, we consider the problem of computing biologically feasible shortest paths in reconstructed metabolic networks. We show that these paths are hard to compute and present solutions to find such paths in networks of small and medium size.
引用
收藏
页码:1071 / 1086
页数:16
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