Title of article
Diagrammatic approach to calculation of the fluctuation correlation matrix in a metabolic system
Author/Authors
Rojdestvenski، I. نويسنده , , Cottam، M.G. نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2000
Pages
-62
From page
63
To page
0
Abstract
We present here a simple diagrammatic approach for the time evolution of the fluctuations in metabolite concentrations around the steady state. A fluctuation correlation matrix is introduced to characterise the response in the concentrations of metabolites to a singular initial fluctuation in one of the metabolites. We show how the temporal evolution of the correlation matrix can be represented in the form of a series with individual terms corresponding to pathways on a metabolic graph. The basic properties of such graphs are studied and it is shown how each term in the series can be evaluated. A Monte-Carlo procedure is outlined to calculate the fluctuation correlation matrix. We discuss various properties of the graphical representation and discuss links to information theory that arise from it.
Keywords
Abstraction , Decision-theoretic planning , Markov decision processes , Bayesian networks , Regression , Decision trees
Journal title
BioSystems
Serial Year
2000
Journal title
BioSystems
Record number
47579
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