作者
Diana M Hendrickx, Huub CJ Hoefsloot, Margriet MWB Hendriks, Daniël J Vis, André B Canelas, Bas Teusink, Age K Smilde
发表日期
2012
期刊
Molecular BioSystems
卷号
8
期号
9
页码范围
2415-2423
出版商
Royal Society of Chemistry
简介
Elucidating changes in the distribution of reaction rates in metabolic pathways under different conditions is a central challenge in systems biology. Here we present a method for inferring regulation mechanisms responsible for changes in the distribution of reaction rates across conditions from correlations in time-resolved data. A reversal of correlations between conditions reveals information about regulation mechanisms. With the use of a small in silico hypothetical network, based on only the topology and directionality of a known pathway, several regulation scenarios can be formulated. Confronting these scenarios with experimental data results in a short list of possible pathway regulation mechanisms associated with the reversal of correlations between conditions. This procedure allows for the formulation of regulation scenarios without detailed prior knowledge of kinetics and for the inference of reaction rate …
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