Modelling cell metabolism: a review on constraint-based steady-state and kinetic approaches

M Yasemi, M Jolicoeur - Processes, 2021 - mdpi.com
Studying cell metabolism serves a plethora of objectives such as the enhancement of
bioprocess performance, and advancement in the understanding of cell biology, of drug …

Metabolic modelling as a framework for metabolomics data integration and analysis

S Volkova, MRA Matos, M Mattanovich, I Marín de Mas - Metabolites, 2020 - mdpi.com
Metabolic networks are regulated to ensure the dynamic adaptation of biochemical reaction
fluxes to maintain cell homeostasis and optimal metabolic fitness in response to …

[HTML][HTML] Model-guided dynamic control of essential metabolic nodes boosts acetyl-coenzyme A–dependent bioproduction in rewired Pseudomonas putida

E Kozaeva, S Volkova, MRA Matos, MP Mezzina… - Metabolic …, 2021 - Elsevier
Pseudomonas putida is evolutionarily endowed with features relevant for bioproduction,
especially under harsh operating conditions. The rich metabolic versatility of this species …

Local flux coordination and global gene expression regulation in metabolic modeling

G Li, L Liu, W Du, H Cao - Nature Communications, 2023 - nature.com
Genome-scale metabolic networks (GSMs) are fundamental systems biology
representations of a cell's entire set of stoichiometrically balanced reactions. However, such …

Generative machine learning produces kinetic models that accurately characterize intracellular metabolic states

S Choudhury, B Narayanan, M Moret… - Nature Catalysis, 2024 - nature.com
Generating large omics datasets has become routine for gaining insights into cellular
processes, yet deciphering these datasets to determine metabolic states remains …

Building kinetic models for metabolic engineering

CJ Foster, L Wang, HV Dinh, PF Suthers… - Current Opinion in …, 2021 - Elsevier
Highlights•Kinetic models integrate heterogeneous data to give metabolic engineering
insights.•Need accurate catalytic and allostery kinetic parameters for quality kinetic …

Metabolic flux analysis: a comprehensive review on sample preparation, analytical techniques, data analysis, computational modelling, and main application areas

B de Falco, F Giannino, F Carteni, S Mazzoleni… - RSC …, 2022 - pubs.rsc.org
Metabolic flux analysis (MFA) quantitatively describes cellular fluxes to understand
metabolic phenotypes and functional behaviour after environmental and/or genetic …

Comparative study of two Saccharomyces cerevisiae strains with kinetic models at genome-scale

M Hu, HV Dinh, Y Shen, PF Suthers, CJ Foster… - Metabolic …, 2023 - Elsevier
The parameterization of kinetic models requires measurement of fluxes and/or metabolite
levels for a base strain and a few genetic perturbations thereof. Unlike stoichiometric models …

Recent advances in constraint and machine learning-based metabolic modeling by leveraging stoichiometric balances, thermodynamic feasibility and kinetic law …

PF Suthers, CJ Foster, D Sarkar, L Wang… - Metabolic …, 2021 - Elsevier
Understanding the governing principles behind organisms' metabolism and growth
underpins their effective deployment as bioproduction chassis. A central objective of …

A dynamic kinetic model captures cell-free metabolism for improved butanol production

JP Martin, BJ Rasor, J DeBonis, AS Karim… - Metabolic …, 2023 - Elsevier
Cell-free systems are useful tools for prototyping metabolic pathways and optimizing the
production of various bioproducts. Mechanistically-based kinetic models are uniquely suited …