Biosynthetic potentials from species-specific metabolic networks

Georg Basler, Zoran Nikoloski, Oliver Ebenhöh, Thomas Handorf

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

Studies of genome-scale metabolic networks allow for qualitative and quantitative descriptions of an organism's capability to convert nutrients into products. The set of synthesizable products strongly depends on the provided nutrients as well as on the structure of the metabolic network. Here, we apply the method of network expansion and the concept of scopes, describing the synthesizing capacities of an organism when certain nutrients are provided. We analyze the biosynthetic properties of four species: Arabidopsis thaliana, Saccharomyces cerevisiae, Buchnera aphidicola, and Escherichia coli. Matthäus et al. [12] have recently developed a method to identify clusters of scopes, reflecting specific biological functions and exhibiting a hierarchical arrangement, using the network comprising all reactions in KEGG. We extend this method by considering random sets of nutrients on well-curated networks of the investigated species from BioCyc. We identify structural properties of the networks that allow to differentiate their biosynthetic capabilities. Furthermore, we evaluate the quality of the clustering of scopes applied to the species-specific networks. Our study provides a novel assessment of the biosynthetic properties of different species.
Original languageEnglish
Pages (from-to)135-148
Number of pages14
JournalGenome Informatics
Volume20
DOIs
Publication statusPublished - 2008

Fingerprint

Metabolic Networks and Pathways
Food
Buchnera
Arabidopsis
Cluster Analysis
Saccharomyces cerevisiae
Genome
Escherichia coli

Keywords

  • biosynthetic capabilities
  • clustering
  • scope
  • species-specific

Cite this

Biosynthetic potentials from species-specific metabolic networks. / Basler, Georg; Nikoloski, Zoran; Ebenhöh, Oliver; Handorf, Thomas.

In: Genome Informatics, Vol. 20, 2008, p. 135-148.

Research output: Contribution to journalArticle

Basler, G, Nikoloski, Z, Ebenhöh, O & Handorf, T 2008, 'Biosynthetic potentials from species-specific metabolic networks', Genome Informatics, vol. 20, pp. 135-148. https://doi.org/10.1142/9781848163003_0012
Basler, Georg ; Nikoloski, Zoran ; Ebenhöh, Oliver ; Handorf, Thomas. / Biosynthetic potentials from species-specific metabolic networks. In: Genome Informatics. 2008 ; Vol. 20. pp. 135-148.
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