Tantárgy adatlapja
Description:
- Intro into constraint-based modeling
- Model reconstruction: manual and automated strategies
- The biomass objective function
- Linear optimization
- Modeling genetic perturbations
- Evaluating the accuracy of genome-scale models
- Advanced modelling: incorporating enzyme kinetic and proteome constraints
- Studying overflow metabolism by modelling resource allocation
- Enzyme promiscuity and underground metabolism: Predicting evolutionary adaptations
10. Uses of genome-scale modelling in biotechnology
11. Uses of genome-scale modelling to study human health: modelling the gut microbiota
12. Using metabolic models to predict personalized drug response
List of selected literature:
1_What is flux balance analysis?
https://www.nature.com/articles/nbt.1614
2_Whole-cell modeling in yeast predicts compartment-specific proteome constraints that drive metabolic strategies
ass="cs73E18CB">https://www.nature.com/articles/s41467-022-28467-6
3_Network-level architecture and the evolutionary potential of underground metabolism
https://www.pnas.org/doi/full/10.1073/pnas.1406102111
4_Genome-scale metabolic reconstruction of 7,302 human microorganisms for personalized medicine
https://www.nature.com/articles/s41587-022-01628-0