This study includes the experimental data for model validation and the model predictions of that data set.
SEEK ID: https://fairdomhub.org/studies/1149
Glucose metabolism in Plasmodium falciparum infected erythrocytes
Projects: Whole body modelling of glucose metabolism in malaria patients
Study position:
Experimentalists: Francois du Toit
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Created: 17th Apr 2023 at 12:03
Last updated: 17th Apr 2023 at 12:11
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Projects: PSYSMO, MOSES, SysMO DB, SysMO-LAB, SulfoSys, SulfoSys - Biotec, Whole body modelling of glucose metabolism in malaria patients, FAIRDOM, Molecular Systems Biology, COMBINE Multicellular Modelling, HOTSOLUTE, Steroid biosynthesis, Yeast glycolytic oscillations, Computational pathway design for biotechnological applications, SCyCode The Autotrophy-Heterotrophy Switch in Cyanobacteria: Coherent Decision-Making at Multiple Regulatory Layers, Project Coordination, WP 3: Drug release kinetics study, Glucose metabolism in cancer cell lines
Institutions: Manchester Centre for Integrative Systems Biology, University of Manchester, University of Stellenbosch, University of Manchester - Department of Computer Science, Stellenbosch University
The Snoep Lab’s core research efforts are in Computational Systems Biology; a combined experimental, modeling and theoretical approach to quantitatively understand the functional behavior of Biological Systems resulting from the characteristics of their components. Our main focus is on metabolism, of human pathogens such as Plasmodium falciparum, Mycobacterium tuberculosis, but also of breast cancer cell lines, and on modelling disease states such as glucose homeostatis in type 2 diabetes, and ...
Projects: Whole body modelling of glucose metabolism in malaria patients, Steroid biosynthesis, Yeast glycolytic oscillations, Computational pathway design for biotechnological applications, Glucose metabolism in cancer cell lines
Web page: http://www.sun.ac.za/english/faculty/science/biochemistry/research/snoep-group
Hypoglycaemia and lactic acidosis are key diagnostics for poor chances of survival in malaria patients. In this project we aim to test to what extent the metabolic activity of Plasmodium falciparum contributes to a changed glucose metabolism in malaria patients. The approach is to start with detailed bottom up models for the parasite and then merge these with more coarse grained models at the whole body level.
Programme: SARCHI: Mechanistic modelling of health and epidemiology
Public web page: Not specified
Organisms: Plasmodium falciparum, Homo sapiens
The investigation entails the construction and validation of a detailed mathematical model for glycolysis erythrocytes infected with the malaria parasite Plasmodium falciparum in the blood stage form.
Submitter: Dawie van Niekerk
Studies: Analysis of model for malaria-infected erythrocytes, Intra-erythrocytic malaria parasite volumes, Validation of model for malaria-infected erythrocytes
Assays: Flux vs external glucose, Flux vs parasitaemia, GLC incubation, Inhibition of glycolytic flux, Malaria parasite volume determinations, Metabolic control analysis, Stage specific fluxes, Steady-state
Snapshots: Snapshot 1
Submitter: Dawie van Niekerk
Biological problem addressed: Validation
Investigation: Glucose metabolism in Plasmodium falciparum inf...
Organisms: Plasmodium falciparum
Models: GLC incubation timecourses, Kinetic model for incubation (dutoit2)
SOPs: No SOPs
Data files: 5 mM GLC runout data
Snapshots: No snapshots
Submitter: Dawie van Niekerk
Biological problem addressed: Validation
Investigation: Glucose metabolism in Plasmodium falciparum inf...
Organisms: Plasmodium falciparum
Models: Kinetic model for steady state (dutoit1), Steady state (trophozoite stage)
SOPs: No SOPs
Data files: Stage specific fluxes
Snapshots: No snapshots
Submitter: Dawie van Niekerk
Biological problem addressed: Validation
Investigation: Glucose metabolism in Plasmodium falciparum inf...
Organisms: Plasmodium falciparum
Models: Flux vs parasitaemia, Kinetic model for infected red blood cell cultu...
SOPs: No SOPs
Data files: Flux vs parasitaemia
Snapshots: No snapshots
Submitter: Dawie van Niekerk
Biological problem addressed: Validation
Investigation: Glucose metabolism in Plasmodium falciparum inf...
Organisms: Plasmodium falciparum
Models: Flux vs glucose, Kinetic model for infected red blood cell cultu...
SOPs: No SOPs
Data files: Flux vs glucose
Snapshots: No snapshots
Submitter: Dawie van Niekerk
Biological problem addressed: Validation
Investigation: Glucose metabolism in Plasmodium falciparum inf...
Organisms: Plasmodium falciparum
Models: Kinetic model for steady state (dutoit1), Stage specific fluxes
SOPs: No SOPs
Data files: Stage specific fluxes
Snapshots: No snapshots
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Flux vs external glucose
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: GLC incubation
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Flux vs parasitaemia
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Stage specific fluxes, Steady-state
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: SBML
Environment: JWS Online
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: SBML
Environment: JWS Online
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: GLC incubation
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: SBML
Environment: JWS Online
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Analysis of model for malaria-infected erythroc..., Validation of model for malaria-infected erythr...
Assays: Inhibition of glycolytic flux, Metabolic control analysis, Stage specific fluxes, Steady-state
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: Mathematica
Environment: Mathematica
Organism: Plasmodium falciparum
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Flux vs external glucose
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: Mathematica
Environment: Mathematica
Organism: Plasmodium falciparum
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Steady-state
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: Mathematica
Environment: Mathematica
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Flux vs parasitaemia
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: Mathematica
Environment: Mathematica
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: Stage specific fluxes
Creators: Dawie van Niekerk, Jacky Snoep
Submitter: Dawie van Niekerk
Model type: Ordinary differential equations (ODE)
Model format: Mathematica
Environment: Mathematica
Organism: Not specified
Investigations: Glucose metabolism in Plasmodium falciparum inf...
Studies: Validation of model for malaria-infected erythr...
Assays: GLC incubation