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Data · dataset · 2023

Inclusion of maintenance energy improves the intracellular flux predictions of CHO

Listed in Teesside University Research Data Repository

Parsimonious flux balance analysis (pFBA) was used to predict intracellular fluxes of Chinese Hamster Ovary (CHO) cells using the genome-scale metabolic model of CHO iCHO1766.

Description

The pFBA predictions were compared to fluxes measured by 13C metabolic flux analysis (in 20 datasets from 6 publications), revealing that the predicted fluxes were largely underestimated. Computationally estimated maintenance energy (mATP) improved the predictions and was consistent with experimentally measured mATP.

The folder experimental_mATP contains data from continuous fermentations + scripts to calculate metabolite exchange rates, estimate mATP with pFBA and visualise the results. The folder pFBA_vs_13C contains 13C flux data from literature + scripts to run pFBA simulations (using the GSMM of CHO), compare pFBA-predicted and 13C fluxes, perform statistical analysis, computationally estimate mATP and visualise the results. More details can be found in read_me.txt files.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Cell metabolism 76%
Provenance · 1 source records, 11 field assertions
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