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BMC Syst Biol. 2011 Sep 23;5:147. doi: 10.1186/1752-0509-5-147.

TIGER: Toolbox for integrating genome-scale metabolic models, expression data, and transcriptional regulatory networks.

Author information

1
Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22908, USA.

Abstract

BACKGROUND:

Several methods have been developed for analyzing genome-scale models of metabolism and transcriptional regulation. Many of these methods, such as Flux Balance Analysis, use constrained optimization to predict relationships between metabolic flux and the genes that encode and regulate enzyme activity. Recently, mixed integer programming has been used to encode these gene-protein-reaction (GPR) relationships into a single optimization problem, but these techniques are often of limited generality and lack a tool for automating the conversion of rules to a coupled regulatory/metabolic model.

RESULTS:

We present TIGER, a Toolbox for Integrating Genome-scale Metabolism, Expression, and Regulation. TIGER converts a series of generalized, Boolean or multilevel rules into a set of mixed integer inequalities. The package also includes implementations of existing algorithms to integrate high-throughput expression data with genome-scale models of metabolism and transcriptional regulation. We demonstrate how TIGER automates the coupling of a genome-scale metabolic model with GPR logic and models of transcriptional regulation, thereby serving as a platform for algorithm development and large-scale metabolic analysis. Additionally, we demonstrate how TIGER's algorithms can be used to identify inconsistencies and improve existing models of transcriptional regulation with examples from the reconstructed transcriptional regulatory network of Saccharomyces cerevisiae.

CONCLUSION:

The TIGER package provides a consistent platform for algorithm development and extending existing genome-scale metabolic models with regulatory networks and high-throughput data.

PMID:
21943338
PMCID:
PMC3224351
DOI:
10.1186/1752-0509-5-147
[Indexed for MEDLINE]
Free PMC Article

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