Metabolic Network Modelling - Genome-Scale Metabolic Reconstruction

Genome-Scale Metabolic Reconstruction

A metabolic reconstruction provides a highly mathematical, structured platform on which to understand the systems biology of metabolic pathways within an organism. The integration of biochemical metabolic pathways with rapidly available, unannotated genome sequences has developed what are called genome-scale metabolic models. Simply put, these models correspond metabolic genes with metabolic pathways. In general, the more information about physiology, biochemistry and genetics is available for the target organism, the better the predictive capacity of the reconstructed models. Mechanically speaking, the process of reconstructing prokaryotic and eukaryotic metabolic networks is essentially the same. Having said this, eukaryote reconstructions are typically more challenging because of the size of genomes, coverage of knowledge, and the multitude of cellular compartments. The first genome-scale metabolic model was generated in 1995 for Haemophilus influenzae. The first multicellular organism, C. elegans, was reconstructed in 1998. Since then, many reconstructions have been formed. For a list of reconstructions that have been converted into a model and experimentally validated, see http://gcrg.ucsd.edu/InSilicoOrganisms/OtherOrganisms.

Organism Genes in Genome Genes in Model Reactions Metabolites Date of reconstruction Reference
Haemophilus influenzae 1,775 296 488 343 June 1999
Escherichia coli 4,405 660 627 438 May 2000
Saccharomyces cerevisiae 6,183 708 1,175 584 February 2003
Mus musculus 28,287 473 1220 872 January 2005
Homo sapiens 21,090 3,623 3,673 -- January 2007
Mycobacterium tuberculosis 4,402 661 939 828 June 2007
Bacillus subtilis 4,114 844 1,020 988 September 2007
Synechocystis sp. PCC6803 3,221 633 831 704 October 2008
Salmonella typhimurium 4,489 1,083 1,087 774 April 2009
Arabidopsis thaliana 27,379 1,419, 1,567 1,748 February 2010

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