Inferring Meaningful Pathways in Weighted Metabolic Networks

作者: Didier Croes , Fabian Couche , Shoshana J. Wodak , Jacques van Helden

DOI: 10.1016/J.JMB.2005.09.079

关键词:

摘要: An approach is presented for computing meaningful pathways in the network of small molecule metabolism comprising chemical reactions characterized all organisms. The metabolic described as a weighted graph which compounds are included, but each compound assigned weight equal to number it participates. Path finding performed this by searching one or more paths with lowest weight. Performance evaluated systematically between first and last annotated pathways, comparing intermediate computed those ones. For sake comparison, also un-weighted raw (all reactions) filtered (highly connected pool metabolites removed) graphs, respectively. correspondence very poor ( We suggest that success our simplistic rooted high degree specificity presumably reflecting thermodynamic constraints operating these pathways. expect find useful applications inferring newly sequenced genomes.

参考文章(34)
Jacques van Helden, David Gilbert, Lorenz Wernisch, Michael Schroeder, Shoshana Wodak, Application of Regulatory Sequence Analysis and Metabolic Network Analysis to the Interpretation of Gene Expression Data Computational Biology. ,vol. 2066, pp. 147- 163 ,(2001) , 10.1007/3-540-45727-5_13
David A. Fell, Andreas Wagner, The small world of metabolism Nature Biotechnology. ,vol. 18, pp. 1121- 1122 ,(2000) , 10.1038/81025
M.L. Mavrovouniotis, Estimation of standard Gibbs energy changes of biotransformations. Journal of Biological Chemistry. ,vol. 266, pp. 14440- 14445 ,(1991) , 10.1016/S0021-9258(18)98705-3
J. Helden, L. Wernisch, D. Gilbert, S. J. Wodak, Graph-based analysis of metabolic networks. Ernst Schering Research Foundation workshop. ,vol. 38, pp. 245- 274 ,(2002) , 10.1007/978-3-662-04747-7_12
M. Mavrovouniotis, G. Stephanopoulos, G. Stephanopoulos, Synthesis of biochemical production routes Computers & Chemical Engineering. ,vol. 16, pp. 605- 619 ,(1992) , 10.1016/0098-1354(92)80071-G
M. Arita, The metabolic world of Escherichia coli is not small Proceedings of the National Academy of Sciences of the United States of America. ,vol. 101, pp. 1543- 1547 ,(2004) , 10.1073/PNAS.0306458101
Andreas Wagner, David A. Fell, The small world inside large metabolic networks Proceedings of The Royal Society B: Biological Sciences. ,vol. 268, pp. 1803- 1810 ,(2001) , 10.1098/RSPB.2001.1711
Jacques van Helden, Avi Naim, Renato Mancuso, Mattew Eldridge, Lorenz Wernisch, David Gilbert, Shoshana J. Wodak, Representing and analysing molecular and cellular function using the computer. Biological Chemistry. ,vol. 381, pp. 921- 935 ,(2000) , 10.1515/BC.2000.113
Evgeni Selkov, Natalia Maltsev, Gary J Olsen, Ross Overbeek, William B Whitman, None, A reconstruction of the metabolism of Methanococcus jannaschii from sequence data. Gene. ,vol. 197, ,(1997) , 10.1016/S0378-1119(97)00307-7
Erzsébet Ravasz, Anna Lisa Somera, Dale A Mongru, Zoltán N Oltvai, A-L Barabási, Hierarchical Organization of Modularity in Metabolic Networks Science. ,vol. 297, pp. 1551- 1555 ,(2002) , 10.1126/SCIENCE.1073374