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 …
bioprocess performance, and advancement in the understanding of cell biology, of drug …
Metabolic modelling as a framework for metabolomics data integration and analysis
Metabolic networks are regulated to ensure the dynamic adaptation of biochemical reaction
fluxes to maintain cell homeostasis and optimal metabolic fitness in response to …
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
Pseudomonas putida is evolutionarily endowed with features relevant for bioproduction,
especially under harsh operating conditions. The rich metabolic versatility of this species …
especially under harsh operating conditions. The rich metabolic versatility of this species …
Local flux coordination and global gene expression regulation in metabolic modeling
Genome-scale metabolic networks (GSMs) are fundamental systems biology
representations of a cell's entire set of stoichiometrically balanced reactions. However, such …
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
Generating large omics datasets has become routine for gaining insights into cellular
processes, yet deciphering these datasets to determine metabolic states remains …
processes, yet deciphering these datasets to determine metabolic states remains …
Building kinetic models for metabolic engineering
Highlights•Kinetic models integrate heterogeneous data to give metabolic engineering
insights.•Need accurate catalytic and allostery kinetic parameters for quality kinetic …
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
Metabolic flux analysis (MFA) quantitatively describes cellular fluxes to understand
metabolic phenotypes and functional behaviour after environmental and/or genetic …
metabolic phenotypes and functional behaviour after environmental and/or genetic …
Comparative study of two Saccharomyces cerevisiae strains with kinetic models at genome-scale
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 …
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 …
Understanding the governing principles behind organisms' metabolism and growth
underpins their effective deployment as bioproduction chassis. A central objective of …
underpins their effective deployment as bioproduction chassis. A central objective of …
A dynamic kinetic model captures cell-free metabolism for improved butanol production
Cell-free systems are useful tools for prototyping metabolic pathways and optimizing the
production of various bioproducts. Mechanistically-based kinetic models are uniquely suited …
production of various bioproducts. Mechanistically-based kinetic models are uniquely suited …