Towards kinetic modeling of genome‐scale metabolic networks without sacrificing stoichiometric, thermodynamic and physiological constraints

A Chakrabarti, L Miskovic, KC Soh… - Biotechnology …, 2013 - Wiley Online Library
Mathematical modeling is an essential tool for the comprehensive understanding of cell
metabolism and its interactions with the environmental and process conditions. Recent …

iSCHRUNK–in silico approach to characterization and reduction of uncertainty in the kinetic models of genome-scale metabolic networks

S Andreozzi, L Miskovic, V Hatzimanikatis - Metabolic engineering, 2016 - Elsevier
Accurate determination of physiological states of cellular metabolism requires detailed
information about metabolic fluxes, metabolite concentrations and distribution of enzyme …

Towards a genome-scale kinetic model of cellular metabolism

K Smallbone, E Simeonidis, N Swainston… - BMC systems …, 2010 - Springer
Background Advances in bioinformatic techniques and analyses have led to the availability
of genome-scale metabolic reconstructions. The size and complexity of such networks often …

Integrated stoichiometric, thermodynamic and kinetic modelling of steady state metabolism

RMT Fleming, I Thiele, G Provan… - Journal of theoretical …, 2010 - Elsevier
The quantitative analysis of biochemical reactions and metabolites is at frontier of biological
sciences. The recent availability of high-throughput technology data sets in biology has …

From network models to network responses: integration of thermodynamic and kinetic properties of yeast genome-scale metabolic networks

KC Soh, L Miskovic, V Hatzimanikatis - FEMS yeast research, 2012 - academic.oup.com
Many important problems in cell biology arise from the dense nonlinear interactions
between functional modules. The importance of mathematical modelling and computer …

Impact of stoichiometry representation on simulation of genotype-phenotype relationships in metabolic networks

AR Brochado, S Andrejev, CD Maranas… - PLoS computational …, 2012 - journals.plos.org
Genome-scale metabolic networks provide a comprehensive structural framework for
modeling genotype-phenotype relationships through flux simulations. The solution space for …

Use of genome-scale microbial models for metabolic engineering

KR Patil, M Åkesson, J Nielsen - Current opinion in biotechnology, 2004 - Elsevier
Metabolic engineering serves as an integrated approach to design new cell factories by
providing rational design procedures and valuable mathematical and experimental tools …

Use of randomized sampling for analysis of metabolic networks

J Schellenberger, BØ Palsson - Journal of biological chemistry, 2009 - ASBMB
Genome-scale metabolic network reconstructions in microorganisms have been formulated
and studied for about 8 years. The constraint-based approach has shown great promise in …

Critical assessment of genome-scale metabolic networks: the need for a unified standard

A Ravikrishnan, K Raman - Briefings in bioinformatics, 2015 - academic.oup.com
Genome-scale metabolic networks have been reconstructed for several organisms. These
metabolic networks provide detailed information about the metabolism inside the cells …

[HTML][HTML] Model reduction of genome-scale metabolic models as a basis for targeted kinetic models

RP van Rosmalen, RW Smith, VAPM Dos Santos… - Metabolic …, 2021 - Elsevier
Constraint-based, genome-scale metabolic models are an essential tool to guide metabolic
engineering. However, they lack the detail and time dimension that kinetic models with …