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Modeling a synthetic genetic oscillator Part of an iGem project
iGem Global synthetic biology competition International Genetically Engineered Machine 8th year in a row, first time Wageningen UR competes Genetic building blocks
Projects
Synchronized Oscillatory System Negative feedback loops Positive feedback for signaling molecule Signaling molecule synchronizes oscillations
The Danino et. al scheme
Equations from Danino et. al
Advantages of this model 4 differential equations Simplified reaction scheme Takes the surrounding physics into account Cell density
Modeling results Equations introduced in Matlab The P function is covered by dde23
Disadvantages of the model Units of parameters Some biologically relevant information missing No useful result can be extracted
Alternative model More biologically relevant and accurate
Equations for this model Y1 : lux-I mRNA Y2 : LUX-I protein Y3 : AHL Y4 : AHL-LUX-R complex Y5 : aiia mRNA Y6 : AiiA protein Y7 : AiiA-AHL complex Y8 : gfp mRNA Y9 : GFP
Disadvantages of this model Many parameters A large number of them unknown Does not (yet) take into account flow rates or cell density
The microsieve
Modeling of the microsieve A more global approach Units are more logical A more widely applicable model However: Many measurements are needed to validate the model Many physical units are required
Measurement plans Introduce different flow rates to the system Measure both the outflow and permeate flow (under influence of pressure) Introduce a cell suspension to the system Measure flow rates
Goal Produce a model that can estimate a flow rate to achieve: An appropriate cell density A constant oscillation through AHL expression
Questions In which way do we model this most efficiently? Which of these models is actually feasible? Is it possible to combine the models?

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Modelling a synthetic genetic oscillator

  • 1. Modeling a synthetic genetic oscillator Part of an iGem project
  • 2. iGem Global synthetic biology competition International Genetically Engineered Machine 8th year in a row, first time Wageningen UR competes Genetic building blocks
  • 4. Synchronized Oscillatory System Negative feedback loops Positive feedback for signaling molecule Signaling molecule synchronizes oscillations
  • 5. The Danino et. al scheme
  • 7. Advantages of this model 4 differential equations Simplified reaction scheme Takes the surrounding physics into account Cell density
  • 8. Modeling results Equations introduced in Matlab The P function is covered by dde23
  • 9. Disadvantages of the model Units of parameters Some biologically relevant information missing No useful result can be extracted
  • 10. Alternative model More biologically relevant and accurate
  • 11.
  • 12. Equations for this model Y1 : lux-I mRNA Y2 : LUX-I protein Y3 : AHL Y4 : AHL-LUX-R complex Y5 : aiia mRNA Y6 : AiiA protein Y7 : AiiA-AHL complex Y8 : gfp mRNA Y9 : GFP
  • 13. Disadvantages of this model Many parameters A large number of them unknown Does not (yet) take into account flow rates or cell density
  • 15. Modeling of the microsieve A more global approach Units are more logical A more widely applicable model However: Many measurements are needed to validate the model Many physical units are required
  • 16. Measurement plans Introduce different flow rates to the system Measure both the outflow and permeate flow (under influence of pressure) Introduce a cell suspension to the system Measure flow rates
  • 17. Goal Produce a model that can estimate a flow rate to achieve: An appropriate cell density A constant oscillation through AHL expression
  • 18. Questions In which way do we model this most efficiently? Which of these models is actually feasible? Is it possible to combine the models?