scholarly journals Prediction of Metabolic Flux Distribution from Gene Expression Data Based on the Flux Minimization Principle

PLoS ONE ◽  
2014 ◽  
Vol 9 (11) ◽  
pp. e112524 ◽  
Author(s):  
Hyun-Seob Song ◽  
Jaques Reifman ◽  
Anders Wallqvist
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Metabolic Flux ◽  
Flux Distribution ◽  
Expression Data ◽  
Minimization Principle ◽  
Metabolic Flux Distribution ◽  
Flux Minimization

scholarly journals Improving metabolic flux predictions using absolute gene expression data

2012 ◽  
Vol 6 (1) ◽  
pp. 73 ◽  
Author(s):  
Dave Lee ◽  
Kieran Smallbone ◽  
Warwick B Dunn ◽  
Ettore Murabito ◽  
Catherine L Winder ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Expression Data ◽  
Metabolic Flux ◽  
Expression Data

Prediction of metabolic fluxes from gene expression data with Huber penalty convex optimization function

2017 ◽  
Vol 13 (5) ◽  
pp. 901-909 ◽  
Author(s):  
Shao-Wu Zhang ◽  
Wang-Long Gou ◽  
Yan Li
Keyword(s):  
Gene Expression ◽  
Convex Optimization ◽  
Gene Expression Data ◽  
Metabolic Pathway ◽  
Essential Role ◽  
Metabolic Flux ◽  
Critical Parameters ◽  
Expression Data ◽  
Metabolic Fluxes ◽  
Optimization Function

As one of the critical parameters of a metabolic pathway, the metabolic flux in a metabolic network serves as an essential role in physiology and pathology.

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