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This introductory guide delves into the world of protein simulations and drug design, covering topics like protein folding, structure, enzyme mechanisms, bioenergetics, and more. Learn about simulation methods, molecular dynamics, and potential energy landscapes. Explore concepts like ligand binding, macromolecular associations, and computational modeling for drug discovery.
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R P Introduction to Protein Simulations and Drug Design Jeremy C. Smith, University of Heidelberg
Computational Molecular Biophysics Universität Heidelberg The Boss
Some Problems to be Solved Protein Folding and Structure. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g., ion transport, light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Molecular Mechanical Quantum Mechanical Computer Simulation - Basic Principles Model System or QM/MM Potential Molecular Mechanics Potential Simulation - exploring the energy landscape
Some Simulation Methods Normal Mode Analysis (Jianpeng Ma) Molecular Dynamics (Bert de Groot/Phil Biggin) Minimum-Energy Pathways
Protein Folding and Structure. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g., ion transport, light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Protein Folding 1) What structure does a given sequence have? - comparative modelling - energy-based (´ab initio´)? - data-base based (´knowledge´)? 2) How does a protein fold? …..computer simulation?….
ANDREEA GRUIA Protein Folding Exploring the Folding Landscape (Johan Åqvist Free Energy Calculations)
BINDING Substrate Ligand Protein REACTION STRUCTURAL CHANGE FUNCTION
Protein Folding. Protein Structure. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g.ion transport,light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Product Molecular Mechanical Quantum Mechanical Reactant QM/MM - (Gerrit Groenhof/Ursula Rothlisberger) Model System
SONJA SCHWARZL ATP Hydrolysis by Myosin
Protein Folding. Protein Structure. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g.ion transport,light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Charge Transfer in Biological Systems Membranes and Membrane Proteins • Light-Driven (Excited States)? • (Gerrit Groenhof) • Electron Transfer (Excited States?) • Ion Transfer (H+,K+,Cl-) • Molecule Transfer (H2O) • (Bert de Groot)
ANDREEA GRUIA Halorhodopsin - Chloride Pumping at Atomic Resolution
Protein Folding. Protein Structure. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g.ion transport,light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Experiment (Wilfred van Gunsteren) Molecular Dynamics Simulation Simplified Description
Onset of Protein Function n n d d The Protein Glass Transition
ALEX TOURNIER Mode Incipient at Myoglobin Glass Transition
Protein Folding. Protein Structure. Self-Assembly of Biological Structures. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g.ion transport,light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association.
Protein Folding. Protein Structure. Self-Assembly of Biological Structures. Enzyme Reaction Mechanisms. Bioenergetic Systems e.g.ion transport,light-driven. Protein Dynamics and Relation to Function. Large-Scale Conformational Change. Ligand Binding and Macromolecular Association. Drug Design
Drug Design High Throughput Screening 104 ligands per day But: Hit Rate 10-6 per ligand
Drug Design Finding the Right Key for the Lock William Lipscomb: Drug design for Diabetes Type II
Trypsin Ligands Target
Ligand Binding. Ligand Protein Complex Two Approaches: 1) Binding Free Energy Calculations 2) Empirical Scoring Functions
FRAUKE MEYER What is the binding free energy? entropic effects protein polar and non-polar interactions with the solvent ligand k1 k-1 polar and non-polar protein-ligand interactions water complex
Methods • flexibility (Jon Essex) • MD (Daan van Aalten) • scoring functions, virtual screening (Martin Stahl, Qi Chen) • prediction of active sites (Gerhard Klebe) • active site homologies
SONJA SCHWARZL STEFAN FISCHER Fast Calculation of Absolute Binding Free Energies: Interaction of Benzamidine Analogs with Trypsin Benzamidine-like Trypsin Inhibitors Energy Terms and Results - van der Waals protein:ligand - hydrophobic effect (surface area dependent) - electrostatic interactions (continuum approach) - translational, rotational, vibrational degrees of freedom
ANDREA VAIANA MARKUS SAUER JUERGEN WOLFRUM ANDREAS SCHULTZ Cancer Biotechnology. Detection of Individual p53-Autoantibodies in Human Sera
R6Gab initio structure RHF 6-31G* basis set
Fluorescence Quenching of Dyes by Trytophan Quencher MR121 Dye
Analysis r
Strategy: Healthy Person Serum Cancer Patient Serum Quenched Fluorescent Results:
Things to learn (if you don´t know them already) 1) Which different angles can my problem be approached from? (talk to people from different fields). 2) Can I bring a new angle to someone else´s apparently very unrelated problem? 3) Where are the information sources? 4) ´Do not respect professors´ (question them)