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PLoS ONE • Vol 11 • No 4
OM-FBA: Integrate Transcriptomics Data with Flux Balance Analysis to Decipher the Cell Metabolism
April 2016 • Weihua Guo, Xueyang Feng
Constraint-based metabolic modeling such as flux balance analysis (FBA) has been widely used to simulate cell metabolism. Thanks to its simplicity and flexibility, numerous algorithms have been developed based on FBA and successfully predicted the phenotypes of various biological systems. However, their phenotype predictions may not always be accurate in FBA because of using the objective function that is assumed for cell metabolism. To overcome this challenge, we have developed a novel computational framework, na…
Computational Biology
Phenotype
Computer Science
Metabolomics
Metabolism
Systems Biology
Biology
Bioinformatics
Data Mining
Cell (Biology)
Biochemistry
Gene Expression