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CompuCell3D: A Morphogenesis simulation package

CompuCell3D: A Morphogenesis simulation package. Nan Chen and Mark Alber 2/20/2006. Topics. Introduction to CompuCell3D Cellular Potts Model Framework of CompuCell3D Usage of CompuCell3D Future Plans. Introduction to CompuCell3D. CompuCell3D overview.

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CompuCell3D: A Morphogenesis simulation package

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  1. CompuCell3D: A Morphogenesis simulation package Nan Chen and Mark Alber 2/20/2006

  2. Topics • Introduction to CompuCell3D • Cellular Potts Model • Framework of CompuCell3D • Usage of CompuCell3D • Future Plans

  3. Introduction to CompuCell3D

  4. CompuCell3D overview • Morphogenesis simulation package based on Cellular Potts Model (CPM) • Capable of modeling cell clustering as well as growth, division, death, intracellular adhesion, and volume and surface area constraints • Partial differential equation models for external chemical fields which can model reaction-diffusion • Cell type automata provides a method for categorizing cells by behavior into types and algorithms for changing cell type • Chemotaxis and haptotaxis

  5. CompuCell3D overview • Framework design allow scientists to focus on simulation development • Visualization tool (CompCell Player) • Standard input (XML) make the package easy to use • Minimize the amount of coding required • Flexible simulation framework • Software design Pattern and Plug in feature • Easy to extend and add new features

  6. CompuCell3D Applications • Cell sorting • Limb bud growth • Amoeba migration • Dictyostelium discoideum • Somites formation

  7. Simple set-up of the Cellular Potts Model (CPM) (a) Initial condition, (b-d) results for various bond-strength settings between dark cells, light cells and the surrounding medium. Cell Sorting

  8. Left. Skeletal Pattern formation: Time-series of chick limb-bud development. Right. 3D cell condensation and patterning into skeletal elements- humerus, ulna+radius, and digits in a chicken limb. Limb bud growth

  9. Cellular Potts Model

  10. Cellular Potts Model Cell structure is discretized into a cell map, each number in the above cell map corresponds to one cell.

  11. Cellular Potts Model • System Hamiltonian consists of adhesion energy, volume energy and chemical energy • Transition probability, W, is determined by the change of free energy due to orientation alteration. DG, according to above equation.

  12. Cellular Potts Model • Energy minimization formalism • extended by Graner and Glazier, 1992 • DAH: Contact energy depending on cell types (differentiated cells) • Extensions: • J_cell_cell is type dependent • Other terms: Cell volume, Chemotaxis/Haptotaxis • Metropolis algorithm: probability of configuration change

  13. Framework of CompuCell3D

  14. Information flow chart for CompuCell3D CompuCellPlayer XML input User CompuCell3D Kernal

  15. CompuCellPlayer • Visualization tool • Using QT Lib • 3D Visualization • 2D Cross-section • Zooming, rotating, translating • Picture Generation • pause a simulation

  16. CompuCell3D - XML input <Potts> <Dimensions x=“51" y=“51" z="21"/> <Steps>10</Steps> <Temperature>2</Temperature> <Flip2DimRatio>1</Flip2DimRatio> </Potts> Potts Model Defination <Plugin Name="Volume"> <TargetVolume>64</TargetVolume> <LambdaVolume>0.05</LambdaVolume> </Plugin> Volume volume volumeEnergy(cell) <Plugin Name="Surface"> <TargetSurface>77</TargetSurface> <LambdaSurface>0.05</LambdaSurface> </Plugin> Surface area surfaceEnergy(cell) <Plugin Name="Contact"> <Energy Type1="Medium" Type2="Medium">0</Energy> <Energy Type1="Light" Type2="Medium">0</Energy> <Energy Type1="Dark" Type2="Medium">0.1</Energy> <Energy Type1="Light" Type2="Light">0.5</Energy> <Energy Type1="Dark" Type2="Dark">3.0</Energy> <Energy Type1="Light" Type2="Dark">0.5</Energy> </Plugin> Contact contactEnergy( cell1, cell2)

  17. CompuCell3D Program Flow Initialization() Steppables.Start() For each Monte Carlo step: For flip attempt: if(flip): CellChangeWatcher(cell) Automatons.Update(cell) Steppers.step() Steppabless.step() Steppables.finish() CompuCell3D Structure Steppables are executed once per Monte Carlo step and once before and after the main loop. They are the main hooks for initialization and rendering. Plugins are loaded at runtime. They are the main way of adding new features to CompuCell. They can be Steppables, Steppers, CellChangeWatchers, or Automatons. CellChangeWatchers are executed once per each successful spin flip. They are useful for adjusting values that depend on the number of lattice points in a cell. Automatons enable cell state to change their state as the simulation evolves. Steppers are executed once per spin flip attempt. They are the main hooks for energy functions.

  18. Quickstart Guide of CompuCell3D

  19. Installation • For testing purpose, you could directly install binary package • Easy to install • For development purpose, you could download source code and compile it • Your computer needs to have automake, autoconfigure, autohead, libtool package • You could find this package from simtk.org

  20. Your first example-Foam simulation Mcs 0 Mcs 50 Mcs 100

  21. Your first example <CompuCell3D> <Potts> <Dimensions x="101" y="101" z="1"/> <Anneal>0</Anneal> <Steps>100</Steps> <Temperature>5</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <Boundary_y>Periodic</Boundary_y> <Boundary_x>Periodic</Boundary_x> <FlipNeighborMaxDistance>1.75</FlipNeighborMaxDistance> </Potts> <Plugin Name="CellType"> <CellType TypeName="Medium" TypeId="0"/> <CellType TypeName="Foam" TypeId="1"/> </Plugin> <Plugin Name="Contact"> <Energy Type1="Foam" Type2="Foam">20</Energy> <Energy Type1="Medium" Type2="Medium">100</Energy> <Energy Type1="Medium" Type2="Foam">100</Energy> <Depth>1.5</Depth> </Plugin> <Steppable Type="PIFInitializer"> <PIFName>Foam_1.pif</PIFName> </Steppable> </CompuCell3D> 1 2 3 4

  22. Setting for Potts Model <Potts> <Dimensions x="101" y="101" z="1"/> <Anneal>0</Anneal> <Steps>100</Steps> <Temperature>5</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <Boundary_y>Periodic</Boundary_y> <Boundary_x>Periodic</Boundary_x> <FlipNeighborMaxDistance>1.75</FlipNeighborMaxDistance> </Potts>

  23. Setting for Cell type and Contact energy <Plugin Name="CellType"> <CellType TypeName="Medium" TypeId="0"/> <CellType TypeName="Foam" TypeId="1"/> </Plugin> <Plugin Name="Contact"> <Energy Type1="Foam" Type2="Foam">20</Energy> <Energy Type1="Medium" Type2="Medium">100</Energy> <Energy Type1="Medium" Type2="Foam">100</Energy> <Depth>1.5</Depth> </Plugin>

  24. PIF File <Steppable Type="PIFInitializer"> <PIFName>Foam_1.pif</PIFName> </Steppable> 1 Foam 1 5 1 5 0 0 2 Foam 1 5 6 10 0 0 3 Foam 1 5 11 15 0 0 4 Foam 1 5 16 20 0 0 5 Foam 1 5 21 25 0 0 6 Foam 1 5 26 30 0 0 7 Foam 1 5 31 35 0 0 8 Foam 1 5 36 40 0 0 9 Foam 1 5 41 45 0 0

  25. PIF Generator ./FoamInit.pl -r5 -i60 -ofoaminit1.pif -z2 -m10 Lattice dimension: x_max=301 y_max=301 z_max=1 <Dimensions x="301" y="301" z="1"/>

  26. Change temperature 5 500 <Potts> <Dimensions x="101" y="101" z="1"/> <Anneal>0</Anneal> <Steps>1000</Steps> <Temperature>500</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <Boundary_y>Periodic</Boundary_y>

  27. Change Contact energy Mcs 100 Mcs 0 Mcs 50 <Plugin Name="Contact"> <Energy Type1="Foam" Type2="Foam">200</Energy> <Energy Type1="Medium" Type2="Medium">1</Energy> <Energy Type1="Medium" Type2="Foam">1</Energy> <Depth>1.5</Depth> </Plugin>

  28. Order of Neighbor <Potts> <Dimensions x="101" y="101" z="1"/> <Anneal>0</Anneal> <Steps>100</Steps> <Temperature>5</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <Boundary_y>Periodic</Boundary_y> <Boundary_x>Periodic</Boundary_x> <FlipNeighborMaxDistance>1.75</FlipNeighborMaxDistance> </Potts> <Plugin Name="Contact"> <Energy Type1="Foam" Type2="Foam">20</Energy> <Energy Type1="Medium" Type2="Medium">100</Energy> <Energy Type1="Medium" Type2="Foam">100</Energy> <Depth>1.5</Depth> </Plugin>

  29. Order of Neighbor 1.5 2.7 1.1 <Plugin Name="Contact"> <Energy Type1="Foam" Type2="Foam">20</Energy> <Energy Type1="Medium" Type2="Medium">200</Energy> <Energy Type1="Medium" Type2="Foam">200</Energy> <Depth>1.1</Depth> </Plugin>

  30. Temperature effect on Low Order of Neighbor <Depth>1.1</Depth> Temperature 5 Temperature 20 <Potts> <Dimensions x="101" y="101" z="1"/> <Anneal>0</Anneal> <Steps>100</Steps> <Temperature>5</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <Boundary_y>Periodic</Boundary_y> <Boundary_x>Periodic</Boundary_x> <FlipNeighborMaxDistance>1.1</FlipNeighborMaxDistance> </Potts>

  31. Cell Sorting Initial

  32. XML file for Cell Sorting <CompuCell3D> <Potts> <Dimensions x="70" y="70" z="1"/> <Anneal>10</Anneal> <Steps>10000</Steps> <Temperature>5</Temperature> <Flip2DimRatio>1</Flip2DimRatio> <FlipNeighborMaxDistance>1.75</FlipNeighborMaxDistance> </Potts> <Plugin Name="Volume"> <TargetVolume>9</TargetVolume> <LambdaVolume>3.0</LambdaVolume> </Plugin> <Plugin Name="Surface"> <TargetSurface>16</TargetSurface> <LambdaSurface>0.5</LambdaSurface> </Plugin> <Plugin Name="CellType"> <CellType TypeName="Medium" TypeId="0"/> <CellType TypeName="Condensing" TypeId="1"/> <CellType TypeName="NonCondensing" TypeId="2"/> </Plugin> <Plugin Name="Contact"> <Energy Type1="Medium" Type2="Medium">0</Energy> <Energy Type1="NonCondensing" Type2="NonCondensing">14</Energy> <Energy Type1="Condensing" Type2="Condensing">2</Energy> <Energy Type1="NonCondensing" Type2="Condensing">11</Energy> <Energy Type1="NonCondensing" Type2="Medium">16</Energy> <Energy Type1="Condensing" Type2="Medium">16</Energy> <Depth>1.75</Depth> </Plugin> <Plugin Name="CenterOfMass"/> <Steppable Type="OutputData"/> <Steppable Type="BlobInitializer"> <Gap>0</Gap> <Width>2</Width> <CellSortInit>yes</CellSortInit> <Radius>20-</Radius> </Steppable> </CompuCell3D> 1 2 3 4

  33. Energy setting <Plugin Name="Volume"> <TargetVolume>9</TargetVolume> <LambdaVolume>3.0</LambdaVolume> </Plugin> <Plugin Name="Surface"> <TargetSurface>16</TargetSurface> <LambdaSurface>0.5</LambdaSurface> </Plugin> <Plugin Name="CellType"> <CellType TypeName="Medium" TypeId="0"/> <CellType TypeName="Condensing" TypeId="1"/> <CellType TypeName="NonCondensing" TypeId="2"/> </Plugin> <Plugin Name="Contact"> <Energy Type1="Medium" Type2="Medium">0</Energy> <Energy Type1="NonCondensing" Type2="NonCondensing">14</Energy> <Energy Type1="Condensing" Type2="Condensing">2</Energy> <Energy Type1="NonCondensing" Type2="Condensing">11</Energy> <Energy Type1="NonCondensing" Type2="Medium">16</Energy> <Energy Type1="Condensing" Type2="Medium">16</Energy> <Depth>1.75</Depth> </Plugin>

  34. Initial structure setting <Steppable Type="BlobInitializer"> <Gap>0</Gap> <Width>2</Width> <CellSortInit>yes</CellSortInit> <Radius>20-</Radius> </Steppable>

  35. Future Plans • We want to hear from you • Shell language interface • As matlab, FemLab • Parallelizing

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