Notes
Slide Show
Outline
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Global fitting
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What is Global Model-Fitting?
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"Prism 4 would not have..."
  • Prism 4 would not have shared parameters if not for the help, and repeated nagging, of Arthur Christopoulos Dept. of Pharmacology, University of Melbourne … who also created initial drafts of many of these slides.
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Global Model-Fitting
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Incomplete Data Sets
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Concentration-Response Curves
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Concentration-Response Curves
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Concentration-Response Curves
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Concentration-Response Curves
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Concentration-Response Curves
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Concentration-Response Curves
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Concentration-Response Curves
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Comparing Models
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F-Test (Extra Sum-Of-Squares Test)
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F-Test: Standard Example.
Comparing fit of two models to one data set
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Akaike’s Information Criterion
Comparing fit of two models to one data set
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F-Test, or AIC, after Global Fitting
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Comparing Curves
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Comparing Curves
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Comparing Curves
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How to answer?
  • Rephrase the question to compare models, with our without sharing.
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Comparing Curves
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Comparing Curves
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Comparing Curves
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Comparing Curves
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Comparing Curves with F test
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Comparing Curves with AICc
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Comparing Parameters
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Comparing Parameters
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Comparing Parameters
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Comparing Parameters
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Comparing Parameters
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Comparing Parameters, with F test
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Comparing Parameters, with AICc
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Fitting Models
where the parameters you care about come from two or more data sets (not one).
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 1: Radioligand Saturation Binding
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Example 2: Homologous Competition Binding
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Homologous competition binding.
If you fit only one curve, results are
usually not clear.
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Solution. Perform Homologous Competition Binding Experiments with Two Different
Concentrations of Ligand
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Example 2: Homologous Competition Binding
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Example 2: Homologous Competition Binding
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In Prism 4
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Example 2: Homologous Competition Binding
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Example 2: Homologous Competition Binding
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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How to set constants with different values for each data set in Prism 4
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Example 3: Agonist-Antagonist C/R Curve Analysis
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Final Example – Kinetic Binding Curves
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Final Example – Kinetic Binding Curves
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Final Example – Kinetic Binding Curves
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Final Example – Kinetic Binding Curves
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Final Example – Kinetic Binding Curves
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Global fitting
  • Better answers.
  • Easier!! (at least with Prism4)


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