... Schroedinger: Order requires large numbers of particles e.g. alignment of magnetic dipoles.

Slides:



Advertisements
Similar presentations
Evaluating Free Energies of Binding using Amber: The MM-PBSA Approach.
Advertisements

Molecular interactions Non-covalent interactions are key to understanding the behavior of biological molecules. So just by way of introduction, I wanted.
The potential functions may be divided into bonded terms, which give the energy contained in the internal degrees of freedom, and non-bonded terms, which.
Computational methods in molecular biophysics (examples of solving real biological problems) EXAMPLE I: THE PROTEIN FOLDING PROBLEM Alexey Onufriev, Virginia.
Ion Solvation Thermodynamics from Simulation with a Polarizable Force Field Gaurav Chopra 07 February 2005 CS 379 A Alan GrossfeildPengyu Ren Jay W. Ponder.
Molecular Dynamics, Monte Carlo and Docking Lecture 21 Introduction to Bioinformatics MNW2.
The total energy as a function of collective coordinates, ,  for upright and tilted structures are plotted. Two types of frequency spectrum are calculated:
Biochemie IV – Struktur und Dynamik von Biomolekülen II. (Mittwochs 8-10 h, INF 230, klHS) 30.4.Jeremy Smith: Intro to Molecular Dynamics Simulation. 7.5.Stefan.
Modes of Enzymatic Catalysis 1._________________ modes A.General _______________ Catalysis B.__________________ Catalysis 2.___________________ modes A.______________________.
Molecular Simulation. Molecular Simluation Introduction: Introduction: Prerequisition: Prerequisition: A powerful computer, fast graphics card, A powerful.
Electron transfer through proteins Myeong Lee (02/20/2006)
Glycogen Phosphorylase Inhibitors: A Free Energy Perturbation Analysis of Glucopyranose Spirohydantoin Analogues G. Archontis, K. A. Watson, Q. Xie, G.
Protein folding kinetics and more Chi-Lun Lee ( 李紀倫 ) Department of Physics National Central University.
Exploring landscapes...for protein folding, binding, and fitness “important coordinates” energy 700 K replica 200 K replica.
Protein Primer. Outline n Protein representations n Structure of Proteins Structure of Proteins –Primary: amino acid sequence –Secondary:  -helices &
Energetics and kinetics of protein folding. Comparison to other self-assembling systems?
Potential Energy Surfaces
An Integrated Approach to Protein-Protein Docking
Water. Buried Water Molecules -Binding -Reactions Surface Water Molecules -Structure -Dynamics -Effect on Protein Motions Water in and on Proteins.
The Geometry of Biomolecular Solvation 1. Hydrophobicity Patrice Koehl Computer Science and Genome Center
Bioinf. Data Analysis & Tools Molecular Simulations & Sampling Techniques117 Jan 2006 Bioinformatics Data Analysis & Tools Molecular simulations & sampling.
Computational Structure Prediction Kevin Drew BCH364C/391L Systems Biology/Bioinformatics 2/12/15.
Proteins are dynamic systems Concerted motions of the p53 binding domain of MDM2.
Protein Folding & Biospectroscopy Lecture 5 F14PFB David Robinson.
Computer-Assisted Drug Design (1) i)Random Screening ii)Lead Development and Optimization using Multivariate Statistical Analyses. iii)Lead Generation.
Ana Damjanovic (JHU, NIH) JHU: Petar Maksimovic Bertrand Garcia-Moreno NIH: Tim Miller Bernard Brooks OSG: Torre Wenaus and team.
Jeremy C. Smith, University of Heidelberg Introduction to Protein Simulations and Drug Design R P.
ChE 452 Lecture 24 Reactions As Collisions 1. According To Collision Theory 2 (Equation 7.10)
Peptide Folding Movie Time Protein Physics Structural Change Petascale Future.
What we have to learn to do, we learn by doing Aristole Welcome to Biology: A Molecular Approach Bio 7505 Professors: JM Crisman, PhD EJ Lehning, PhD
Bioinformatics: Practical Application of Simulation and Data Mining Protein Folding I Prof. Corey O’Hern Department of Mechanical Engineering & Materials.
Protein Structure Modelling Many sequences - few structures Homology Modelling - Based on Sequence Similarity with Sequences of Known Structures.
BL5203 Molecular Recognition & Interaction Section D: Molecular Modeling. Chen Yu Zong Department of Computational Science National University of Singapore.
Department of Mechanical Engineering
Molecular Dynamics Simulation
Molecular modeling of protein-ligand interactions: Detailed simulations of a biotin-streptavidin complex Prof. Terry P. Lybrand Vanderbilt University Center.
HOW TO UNBOIL AN EGG. .. SOME REFLECTIONS ON LIVING THINGS.
Combination of Scattering Experiments with Molecular Simulation What Drives the Protein Dynamical Transition? Simplified Description of the Transition?
Protein Folding and Modeling Carol K. Hall Chemical and Biomolecular Engineering North Carolina State University.
Molecular simulation methods Ab-initio methods (Few approximations but slow) DFT CPMD Electron and nuclei treated explicitly. Classical atomistic methods.
7. Lecture SS 2005Optimization, Energy Landscapes, Protein Folding1 V7: Diffusional association of proteins and Brownian dynamics simulations Brownian.
Biochemistry I Topic Review. Levels of complexity in the cell Why is life Carbon-based? Key functional groups Properties of water: hydrophobic exclusion,
Introduction to Protein Structure Prediction BMI/CS 576 Colin Dewey Fall 2008.
Objective 7: TSWBAT recognize and give examples of four levels of protein conformation and relate them to denaturation.
Optimization, Energy Landscapes, Protein Folding
Atomic structure model
Molecular Dynamics Arjan van der Vaart PSF346 Center for Biological Physics Department of Chemistry and Biochemistry Arizona State.
RNA DBP: modeling and dynamics of RNA Russ Altman Vijay Pande.
SCATTERING OF NEUTRONS AND X-RAYS kiki k i - k f = q hω ENERGY TRANSFER hq MOMENTUM TRANSFER kfkf Dynamic structure factor O r,t COHERENT INCOHERENT SCATTERING.
Structural classification of Proteins SCOP Classification: consists of a database Family Evolutionarily related with a significant sequence identity Superfamily.
PROTEIN STRUCTURE (Donaldson, March 10,2003) What are we trying to learn about genes and their proteins: Predict function for unknown protein by comparison.
Protein-membrane association. Theoretical model, Lekner summation A.H.Juffer The University of Oulu Finland-Suomi A.H.Juffer The University of Oulu Finland-Suomi.
ITR/AP: Tools and Methods for Multiscale Biomolecular Simulations PI: Celeste Sagui – DMR NC State, UNC, Duke biomolecular simulations are notoriously.
Forces and Prediction of Protein Structure Ming-Jing Hwang ( 黃明經 ) Institute of Biomedical Sciences Academia Sinica
A Computational Study of RNA Structure and Dynamics Rhiannon Jacobs and Harish Vashisth Department of Chemical Engineering, University of New Hampshire,
Introduction to Biophysics Lecture 3 Molecular forces in Biological Structures.
SMA5422: Special Topics in Biotechnology Lecture 9: Computer modeling of biomolecules: Structure, motion, and binding. Chen Yu Zong Department of Computational.
When Intermolecular Forces Rule
Enzyme Kinetics & Protein Folding 9/7/2004
Do enzyme-inhibiting drugs show increased reliance
Mechanism of a Molecular Valve in the Halorhodopsin Chloride Pump
Volume 3, Issue 3, Pages (March 1999)
An Integrated Approach to Protein-Protein Docking
Kristen E. Norman, Hugh Nymeyer  Biophysical Journal 
Physical Chemistry Chapter VI Interaction between Molecules 2019/5/16
Mr.Halavath Ramesh 16-MCH-001 Dept. of Chemistry Loyola College University of Madras-Chennai.
Mr.Halavath Ramesh 16-MCH-001 Dept. of Chemistry Loyola College University of Madras-Chennai.
Mr.Halavath Ramesh 16-MCH-001 Dept. of Chemistry Loyola College University of Madras-Chennai.
Mr.Halavath Ramesh 16-MCH-001 Dept. of Chemistry Loyola College University of Madras-Chennai.
Presentation transcript:

..

Schroedinger: Order requires large numbers of particles e.g. alignment of magnetic dipoles.

(SFB 653)

Monod:

Specificity: Large number of weak interactions... Catalysis:...that stabilize transition state.

...but how is the necessary three-dimensional structure created?????

OPINIONS ON PROTEIN FOLDING. student postdoc professor Geneticist?

“Denatured protein disordered, exposing parts that are otherwise on the inside...”

Statistical Models of a Strongly Unfolded Protein

Power Stroke in Muscle Contraction. BJORN WINDSHUGEL STEFAN FISCHER KEN HOLMES

Drunk Golfer

Atomic-Detail Computer Simulation Model System Molecular Mechanics Potential Energy Surface  Exploration by Simulation..

Lysozyme in explicit water

Protein Folding Exploring the Folding Landscape Future: - Short-Term: Understanding Rate Limiting Steps - Long-Term: Complete Folding Simulations?

Bundeshochleustungsrechner Hitachi SR8000-F1

Science, 282, 440 (1998)34-residue villin headpiece subdomain

“The grail had different manifestations throughout its long history, and many have claimed to possess it or its’ like” - J. Matthew, The Grail, Quest for the Eternal, (Thames and Hudson, London, 1981).

Enzyme Reactions SONJA SCHWARZL STEFAN FISCHER

Proton Transfer Step #1 in Bacteriorhodopsin NICOLETA BONDAR MARCUS ELSTNER STEFAN FISCHER SANDOR SUHAI

Structural Changes in Proteins: The Physical Problem ENERGY LANDSCAPE: high-dimensional, rugged. Need to find PATHWAY WITH LOWEST SADDLE POINT.

Protein Hydration. Svergun et al PNAS 1998: First 3Å hydration layer around lysozyme ~10% denser than bulk water FRANCI MERZEL

EVN EVB LE EVN EVB LE Snapshots of Atomic-Detail Models of Strongly-Unfolded PGK

Time Resolved Crystallography.

Scattering of X-Rays by Protein Crystals Real Crystal = Ideal Crystal + Perturbations STÉPHANIE HÉRY DANIEL GENEST

Rigid-Body Decomposition Rigid-Body Fit (R-factor re: Full Trajectory = 5.3%) Molecular Dynamics of Lysozyme Unit Cell Experimental Full Trajectory

Fast Calculation of Absolute Binding Free Energies: Interaction of Benzamidine Analogs with Trypsin Benzamidine-like Trypsin InhibitorsEnergy Terms and Results - van der Waals protein:ligand - hydrophobic effect (surface area dependent) - electrostatic interactions (continuum approach) - translational, rotational, vibrational degrees of freedom