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kScience! Comparing GEF-induced GTP binding between the Hlavacek and Faeder models, using Stites 2007 paper rates Eitan Pearl, Stephanie Salarbux, Jennifer Nam CMACS Workshop 2014
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The Stites Paper Minimal Model (no intermediate apo-Ras steps)
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Inputting the Stites differential equation for the GEF-nt-exchange rate
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The Hlavacek Model: Allosteric Binding Reactions We added the rates for positive feedback loop – allosteric SOS1 binding (from Cell 2009) Ras Unbound, slow rate Ras-GDP Bound, intermediate rate, 5x faster Ras-GTP Bound, Max allosteric rate, 75x faster Then compared the Hlavacek (Mass-Action) and Faeder (Minimal) Models
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Hlavacek, Faeder Models with Stites’ Rates: Conversions Required! Stites paper rates into Hlavacek model: Increased SOS1 concentrations Parameter scan and gdat simulations Stites paper rates into Faeder model: Added units to be comparable to the Hlavacek model
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Hlavacek Model Increased SOS1 binding rates in the model to Stites paper rates/concentrations Effect: turned off Ras-GDP Ras-GTP conversion Possible Mutation: Turned off GAP (GTP hydrolysis)
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Allosteric Binding in the Hlavacek Model: Changing Rate of Fast SOS1
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Allosteric Binding in the Hlavacek Model: Changing Rate of Basic SOS1
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What happens when you increase Sos? Simulation Gdat shows crossover of GTP and GDP Parameter Scan Interpretation: GDP began higher than GTP, but due to allosteric binding, GTP overtakes GDP.
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Hlavacek original model with Stites paper rates (gdat)
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Hlavacek allosteric graph with converted rates (gdat)
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Hlavacek model with converted rates, looking at increased Sos concentration (scan)
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Minimal Model: units conversions & mutation effects Replaced minimal model concentration values with Stites paper conversions to molecules Mutations Removing GAP-mediated GTP hydrolysis produces a simulation gdat Looked mainly at the G12V GAP insensitivity mutation (Stites 2007) kf kr kcat Other semi-tested mutations: Eliminated GAP (GAP-insensitive mutation) Removing the effector binding of Ras-GTP
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Initial: Minimal Model with GAP insensitivity mutation rates (gdat)
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Further(1): Minimal Model with GAP insensitivity mutation rates (gdat)
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Further(2): Minimal Model with GAP insensitivity mutation rates (gdat)
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Acknowledgements Thank you to Dr. Nancy Griffeth & Naralys Dr. Jim Faeder NSF-CMACS Our fellow workshop members for collaboration!
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The End! Any Questions? I’m about to run the model guys!!! Yea sure whatever … There he goes again…
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