DocumentCode
1641224
Title
A framework for the integrated analysis of metabolic and regulatory networks
Author
Mendes, Rui ; Lourenco, Anáalia ; Carneiro, Sónia ; Rocha, Miguel ; Rocha, Isabel ; Ferreira, Eugénio C.
Author_Institution
Dept. of Inf., Univ. of Minho, Braga
fYear
2008
Firstpage
1
Lastpage
6
Abstract
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.
Keywords
bioinformatics; cellular biophysics; expert systems; genetics; logic programming; microorganisms; molecular biophysics; network topology; query formulation; Escherichia coli K12; bacterium; cellular behavior; cellular process; environment change; genetic change; intracellular molecules; logic programming; metabolic network; motif finding; network topology analysis; public data repository; query information; regulatory network; robustness evaluation; systems biology; Biochemistry; Biological system modeling; Biology computing; Cellular networks; Computer networks; Genetics; Inhibitors; Logic programming; Network topology; Systems biology; Data Integration; Logic Programming; Metabolic and Regulatory Networks; Systems Biology;
fLanguage
English
Publisher
ieee
Conference_Titel
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-2844-1
Electronic_ISBN
978-1-4244-2845-8
Type
conf
DOI
10.1109/BIBE.2008.4696727
Filename
4696727
Link To Document