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Recent advances in metabolic engineering of Saccharomyces cerevisiae: new tools and their applications
Metabolic engineering aims to develop efficient cell factories by rewiring cellular
metabolism. As one of the most commonly used cell factories, Saccharomyces cerevisiae …
metabolism. As one of the most commonly used cell factories, Saccharomyces cerevisiae …
Formulation, construction and analysis of kinetic models of metabolism: A review of modelling frameworks
Kinetic models are critical to predict the dynamic behaviour of metabolic networks.
Mechanistic kinetic models for large networks remain uncommon due to the difficulty of fitting …
Mechanistic kinetic models for large networks remain uncommon due to the difficulty of fitting …
Sobol sensitivity analysis: a tool to guide the development and evaluation of systems pharmacology models
A systems pharmacology model typically integrates pharmacokinetic, biochemical network,
and systems biology concepts into a unifying approach. It typically consists of a large …
and systems biology concepts into a unifying approach. It typically consists of a large …
Comprehensive review of models and methods for inferences in bio-chemical reaction networks
The key processes in biological and chemical systems are described by networks of
chemical reactions. From molecular biology to biotechnology applications, computational …
chemical reactions. From molecular biology to biotechnology applications, computational …
Assessment of prediction uncertainty quantification methods in systems biology
Biological processes are often modelled using ordinary differential equations. The unknown
parameters of these models are estimated by optimizing the fit of model simulation and …
parameters of these models are estimated by optimizing the fit of model simulation and …
Identifying spatio-temporal seizure propagation patterns in epilepsy using Bayesian inference
Focal drug resistant epilepsy is a neurological disorder characterized by seizures caused by
abnormal activity originating in one or more regions together called as epileptogenic zone …
abnormal activity originating in one or more regions together called as epileptogenic zone …