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The JigCell Problem Solving Environment (PSE) Marc Vass and Nick Allen Department of Computer Science Virginia Tech
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Computational Molecular Biology Conversions are done by hand Cdk CycB Cdh1 CKI Cln Cdk Cdc20 +APC Molecular network +APC Differential equations
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growth RENT Lte1 Clb5 MBF P Sic1 SCF Sic1 Swi5 Clb2 Mcm1 APC Cdc14 CDKs Cln2 SBF ? and Cln3 Bck2 DNA synthesis Inactive trimer P Clb2 Budding Cdc20 Cdh1 Mcm1 Mad2 unaligned chromosomes Cdc14 SBF Esp1 Pds1 Net1 Net1P PPX Cdc15/MEN Tem1-GDP Tem1-GTP Bub2 unaligned chromosomes Cdh1 Sister chromatid separation Mcm1 IEP Cln2 Clb2 Clb5 Cdc20
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The JigCell PSE Why we need a PSE Representing a model Making a prediction based on the model Validating a model
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Without a PSE Impossible to move beyond simple hand built models Evaluating models is repetitive and time consuming Leads to more errors
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Begin with a Wiring Diagram Frog Egg Extract Model Ma->Mi Mi->Ma Reaction Equations
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Enter Wiring Diagram into Model Builder
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Define Parameters and Initial Conditions
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Performing a Comparison Identify experimental results of interest Define a simulation with equivalent conditions Massage simulation results into a usable form Run an objective evaluation
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Define Experimental Data
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Associate Experimental Data with a Model
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Massage Simulation Results
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Define Objective Evaluation
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Compare Simulations to Experiments Quick identification of problems
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Visualize Results MPF mphase activationMPF interphase activation
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Conclusions JigCell allows modelers to produce truly useful computer representations of molecular regulatory systems JigCell also allows modelers to quickly evaluate and re-evaluate changes to their models against experimental data
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Questions
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