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Haiman2020 Functional enzyme states in the E.coli glycolytic proteome metabolic model


ABSTRACT: Dynamic model utilizing mass action kinetics to compute the functional states of the E.coli glycolytic proteome, providing insight into distribution of catalytic activities of enzymes for different metabolic states. Glycolytic model is derived from the iML1515 E.coli constraint-based reconstruction and contains 17 enzyme modules (12 enzymes plus an additional isozyme for PFK, FBP, FBA, PGM, and PYK). Each enzyme module represents the microscopic steps of the enzymatic mechanism using mass action kinetics and the MASSef package for enzyme fitting (https://github.com/opencobra/MASSef). Two ensembles of 1000 models were parameterized without prior knowledge of enzyme concentrations using E.coli growth data from (DOI:https://doi.org/10.1016/j.cels.2015.09.008). One ensemble representing growth on a glucose carbon source and the other representing growth on a pyruvate carbon source, and the parameterized ensembles were simulated to steady state. The ensembles were used to elucidate thermodynamic shift in the metabolic state, and fractional abundances for individual enzyme states were calculated using the model, providing insight into how catalytic activity is distributed across isozymes. All models associated with the example are found in the GitHub repository at (https://github.com/SBRG/MASSpy-publication/case-study), including iPython notebooks to construct all model variations presented in the publication.

SUBMITTER: Zack Haiman  

PROVIDER: MODEL2012150003 | BioModels | 2024-10-09

REPOSITORIES: BioModels

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