A framework for the integrated analysis of metabolic and regulatory networks
R Mendes, A Lourenço, S Carneiro… - 2008 8th IEEE …, 2008 - ieeexplore.ieee.org
2008 8th IEEE International Conference on BioInformatics and …, 2008•ieeexplore.ieee.org
The analysis of cellular behavior and functionality is the most challenging aim of systems
biology. The extensive analysis of the interactions between different classes of intra-cellular
molecules reacting to genetic/environment changes can elucidate the mechanisms of
regulation involved on different cellular processes. We propose a novel framework that
enables the integrated analysis of metabolic and regulatory networks. The framework takes
advantage on publicly available data repositories, sustaining the inference of knowledge …
biology. The extensive analysis of the interactions between different classes of intra-cellular
molecules reacting to genetic/environment changes can elucidate the mechanisms of
regulation involved on different cellular processes. We propose a novel framework that
enables the integrated analysis of metabolic and regulatory networks. The framework takes
advantage on publicly available data repositories, sustaining the inference of knowledge …
The analysis of cellular behavior and functionality is the most challenging aim of systems biology. The extensive analysis of the interactions between different classes of intra-cellular molecules reacting to genetic/environment changes can elucidate the mechanisms of regulation involved on different cellular processes. We propose a novel framework that enables the integrated analysis of metabolic and regulatory networks. The framework takes advantage on publicly available data repositories, sustaining the inference of knowledge from the integrated network. Since it is based on logic programming, it provides users with a powerful language to query information using both first and second order predicates. Also, it supports network topology analysis, motif finding and robustness evaluation. In this work, as an illustrative case study, our framework is used to build a model of the bacterium Escherichia coli K12.
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