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Integrative Analysis of Metabolic Models - from Structure to Dynamics

Authors :
Anja eHartmann
Falk eSchreiber
Source :
Frontiers in Bioengineering and Biotechnology, Vol 2 (2015)
Publication Year :
2015
Publisher :
Frontiers Media S.A., 2015.

Abstract

The characterization of biological systems with respect to their behavior and functionality based on versatile biochemical interactions is a major challenge. To understand these complexmechanisms at systems level modeling approaches are investigated. Different modeling formalisms allow metabolic models to be analyzed depending on the question to be solved, the biochemical knowledge and the availability of experimental data.Here, we describe a method for an integrative analysis of the structure and dynamics represented by qualitative and quantitative metabolic models. Using various formalisms the metabolic model is analyzed from different perspectives. Determined structural and dynamic properties are visualized in the context of the metabolic model. Interaction techniques allow the exploration and visual analysis thereby leading to a broader understanding of the behavior and functionality of the underlying biological system.The System Biology Metabolic Model Framework (SBM2 - Framework) implements the developed method and, as an example, is applied for the integrative analysis of the crop plant potato.

Details

Language :
English
ISSN :
22964185
Volume :
2
Database :
Directory of Open Access Journals
Journal :
Frontiers in Bioengineering and Biotechnology
Publication Type :
Academic Journal
Accession number :
edsdoj.f01ab6bee91d4a6dbc226aa1519041cd
Document Type :
article
Full Text :
https://doi.org/10.3389/fbioe.2014.00091