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1 Using JigCell and other BioSPICE Tools to Understand the Regulation of Cell Growth and Division John J. Tyson Virginia Polytechnic Institute and State University
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2 The Virginia Tech Team: Kathy Chen & Jill Sible (Biology) Cliff Shaffer & Layne Watson (CS) Collaborators: Fred Cross (Rockefeller Univ) Bela Novak (Tech Univ Budapest)
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3 Outline The biological problem BioSPICE tools, especially JigCell Future needs
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4 The fundamental goal of molecular cell biology
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5 Hanahan & Weinberg (2000)
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6 Kurt Kohn (1999) mitosis (M phase) DNA replication (S phase) cell division G1 G2
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7 Getting in Touch with Your Inner Yeast Kurt Kohn (1999)
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8 Fission Yeast
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9 wild type cdc25 - wee1 - Mutant Phenotypes 14 m Short G1 Long G2 Size control at G2/M 7 m Long G1 Short G2 Size control at G1/S Very long cells Stuck in G2 Never divide Lethal
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11 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature
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12 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature MONODWarehouse
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13 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature JDesigner PathwayBuilder
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14 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature JarnacModelBuilder
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15 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature RunManager
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16 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature LSODA XPP BioNetS Oscill8
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17 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature BioSenS Comparator
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18 The Modeling Cycle Data Notebook Wiring Diagram Differential Equations Parameter Values Simulation Analysis Comparison Data Notebook ExperimentalDatabases Literature CRNT AUTO Virtual Cell Gepasi WinPP
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19 JigCell Nick AllenMark Vass Jason ZwolakTom Panning Ranjit RandhawaBob Ball
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20 Project Manager JigCell tools
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21 Model Builder
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22 Run Manager mutant
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23Comparator Viability = true G1 duration = 35.2 min Mass at division = 1 Viability = false Arrest state = G1 # cycles before arrest = 0
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26 Wild-type Cell birth bud S M A division
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27 GAL-CLN2 cdh1 bud?S M A division
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28 Model Builder Run Manager Comparator Parameter Values Parameter Optimizer Optimum Parameter Values
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29 Local Gradient Search (Levenberg-Marquardt)
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30 Global DIRECT Search (DIViding RECTangles)
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31 Global DIRECT Search (DIViding RECTangles)
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34 Outline The biological problem BioSPICE tools, especially JigCell Future needs –Bifurcation analysis –Spatial modeling
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35 Fission Yeast G1 M S/G2 M M
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36 Fission yeast – wild type cell mass Active MPF stable steady state (G1) stable steady state (S-G2) unstable steady state (M) stable oscillation max min
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37 0 1 2 3 4 5 mass/nucleus P Cdk1 CycB Cdk1 CycB CKI Cdh1 Cdc20 Wee1 Cdc25 Time (min) SG2MG1S G2MG1S abscissa ordinate
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38 Fission yeast – wild type cell mass Active MPF stable steady state (G1) stable steady state (S-G2) unstable steady state (M) stable oscillation max min SNIC
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39 Genetic control of cell size at cell division in yeast Paul Nurse Department of Zoology, West Mains Road, Edinburgh EH9 3JT, UK Nature, Vol, 256, No. 5518, pp. 547-551, August 14, 1975 wild-type wee1
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40 0.00.51.01.52.0 1e-5 1e-4 1e-3 1e-2 1e-1 Fission yeast wee1 wild type cell mass Active MPF SNIC
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41 cell mass (a.u.) wee1 gene expression wild-type wee1 heterozygote diploid wee1 OP Locus of SNICs GENETICS! PHYSIOLOGY! Two-parameter Bifurcation Diagram
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42 Wild type cdc13 cdc13 +/ 2 param bifn diag for Cdc13 mitotic cycles endoreplication cell mass (a.u.) Cyclin gene expression ?? Oscill8: Emery Conrad
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43 Growth Patterns in Fission Yeast OE NE NE OE NETO actin “patches” “orb” mutants “tea” mutants
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44 - - - + + + - - - + + + Reaction + Diffusion + Convection Tubulin ( dimer) Microtubule Motor (Tea2) Landmark (Tea1, Arp2/3) G actin (globular) F actin (filamentous) Growth material Turing pattern Bias Cdc2 CycB
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45 time space OE NE NETO
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46 orb bipolar NETO monopolar cell length (μm) A. with microtubules
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47 T-shaped orb curled monopolar tripolar bipolar cell length (μm) orb bipolar NETO monopolar cell length (μm) A. with microtubulesB. without microtubules CFDRC: Andrzej Przekwas
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48 The End
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