Functional modules and bottlenecks in human metabolic network core

被引:0
作者
Liu, Xu-Dong [1 ]
Wu, Cheng-Wei [1 ]
Ding, De-Wu [2 ]
机构
[1] Dalian Univ Technol, State Key Lab Struct Anal Ind Equipment, Fac Vehicle Engn & Mech, Dalian 116023, Liaoning Prov, Peoples R China
[2] Chizhou Coll, Dept Math & Comp Sci, Chizhou 247000, Anhui, Peoples R China
关键词
centrality; biological network; modularity; scale-free; small-world; GIANT STRONG COMPONENT; CELL BIOLOGY; SMALL-WORLD; RECONSTRUCTION; ROBUSTNESS; CENTRALITY;
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The objective of this paper was to study human metabolic network core by structural and functional analysis. Firstly, we edited the human metabolic network core derived from a high-quality human metabolic network model and studied its general global structural properties (degree distribution, average path length, etc.). The human metabolic network core is a "scale-free" and "small-world" network. Then, we studied modules in human metabolic network core based on simulated annealing algorithm. The functional significance of these modules for metabolism was investigated by comparing them to KEGG metabolic pathways. Finally, we studied central metabolites in human metabolic network core by multi-centrality measures and discussed their biological implications and pharmacological insight.
引用
收藏
页码:113 / 121
页数:9
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