systems biology approaches to understanding glutathione metabolism

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Systems Biology approaches to derstanding glutathione metabol 29 September 2010 Dr Najl Valeyev Edinburgh University of Kent Centre for Molecular Processing

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Systems Biology approaches to understanding glutathione metabolism. Dr Najl Valeyev. Centre for Molecular Processing. University of Kent. Edinburgh. 29 September 2010 . Different types of Systems. Electronic circuits design. Weather. Stock market. Aircraft flight controllers. - PowerPoint PPT Presentation

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Page 1: Systems Biology approaches to understanding glutathione metabolism

Systems Biology approaches tounderstanding glutathione metabolism

29 September 2010

Dr Najl Valeyev

Edinburgh

University of Kent

Centre for Molecular Processing

Page 2: Systems Biology approaches to understanding glutathione metabolism

WeatherElectronic circuits design

Aircraft flight controllers Stock market

Different types of Systems

Page 3: Systems Biology approaches to understanding glutathione metabolism

Causative knockouts of “functional” parts

Lazebnik Y, Cancer Cell. 2002 Sep;2(3):179-82

Page 4: Systems Biology approaches to understanding glutathione metabolism

Linking parts with “disease” phenotypes

Page 5: Systems Biology approaches to understanding glutathione metabolism

Family classification according to Phenotype

Page 6: Systems Biology approaches to understanding glutathione metabolism

Idealised Cell as a System

Page 7: Systems Biology approaches to understanding glutathione metabolism

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The Complexity Problem

Page 8: Systems Biology approaches to understanding glutathione metabolism

Science or Art ?

Page 9: Systems Biology approaches to understanding glutathione metabolism

The Complexity Problem

Page 10: Systems Biology approaches to understanding glutathione metabolism

Major Modelling Principle

Page 11: Systems Biology approaches to understanding glutathione metabolism

TrueObject

Knowledge 1 Knowledge 2

Knowledge 3 Knowledge 4

Page 12: Systems Biology approaches to understanding glutathione metabolism

TrueObject

Model 1 Model 2

Model 3 Model 4

Page 13: Systems Biology approaches to understanding glutathione metabolism

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Comparison of experiments with simulations

Experiments Model predictions

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Page 14: Systems Biology approaches to understanding glutathione metabolism

Stochastic interactions between models and experiments

should lead to deterministic conclusions

to test and evaluate the structure of the assumed intracellular interactions with the pathways

to identify inconsistent hypotheses and design experiments to clarify the properties of signalling pathways

to provide advanced interpretation of the experimental data

to developed an integrative model of fimbriation