Molecular Dynamics Simulation of HIV-1 Reverse. Transcriptase

Similar documents
An introduction to Molecular Dynamics. EMBO, June 2016

Structural Bioinformatics (C3210) Molecular Mechanics

Overview & Applications. T. Lezon Hands-on Workshop in Computational Biophysics Pittsburgh Supercomputing Center 04 June, 2015

Homology modeling. Dinesh Gupta ICGEB, New Delhi 1/27/2010 5:59 PM

Molecular Mechanics, Dynamics & Docking

Why Proteins Fold? (Parts of this presentation are based on work of Ashok Kolaskar) CS490B: Introduction to Bioinformatics Mar.

Protein Dynamics. The space-filling structures of myoglobin and hemoglobin show that there are no pathways for O 2 to reach the heme iron.

Normal Mode Analysis. Jun Wan and Willy Wriggers School of Health Information Sciences & Institute of Molecular Medicine University of Texas Houston

Molecular Dynamics, Monte Carlo and Docking. Lecture 21. Introduction to Bioinformatics MNW2

Why study protein dynamics?

Example questions for Molecular modelling (Level 4) Dr. Adrian Mulholland

GCD3033:Cell Biology. Transcription

Bioengineering 215. An Introduction to Molecular Dynamics for Biomolecules

Potential Energy (hyper)surface

Proteins are not rigid structures: Protein dynamics, conformational variability, and thermodynamic stability

DISCRETE TUTORIAL. Agustí Emperador. Institute for Research in Biomedicine, Barcelona APPLICATION OF DISCRETE TO FLEXIBLE PROTEIN-PROTEIN DOCKING:

Molecular Dynamics, Monte Carlo and Docking. Lecture 21. Introduction to Bioinformatics MNW2

Chapter

The Molecular Dynamics Method

3rd Advanced in silico Drug Design KFC/ADD Molecular mechanics intro Karel Berka, Ph.D. Martin Lepšík, Ph.D. Pavel Polishchuk, Ph.D.

Investigation of dsdna Stretching Meso-Mechanics Using LS-DYNA

Name: SBI 4U. Gene Expression Quiz. Overall Expectation:

Molecular Modelling. part of Bioinformatik von RNA- und Proteinstrukturen. Sonja Prohaska. Leipzig, SS Computational EvoDevo University Leipzig

Structural and mechanistic insight into the substrate. binding from the conformational dynamics in apo. and substrate-bound DapE enzyme

Reading Assignments. A. Genes and the Synthesis of Polypeptides. Lecture Series 7 From DNA to Protein: Genotype to Phenotype

From Gene to Protein

Energy functions and their relationship to molecular conformation. CS/CME/BioE/Biophys/BMI 279 Oct. 3 and 5, 2017 Ron Dror

4 th Advanced in silico Drug Design KFC/ADD Molecular Modelling Intro. Karel Berka, Ph.D.

Translation and Operons

Molecular Simulation II. Classical Mechanical Treatment

MOLECULAR MODELING IN BIOLOGY (BIO 3356) SYLLABUS

Rama Abbady. Zina Smadi. Diala Abu-Hassan

Chapter 17. From Gene to Protein. Biology Kevin Dees

BIBC 100. Structural Biochemistry

3.B.1 Gene Regulation. Gene regulation results in differential gene expression, leading to cell specialization.

APGRU6L2. Control of Prokaryotic (Bacterial) Genes

BSc and MSc Degree Examinations

1) NMR is a method of chemical analysis. (Who uses NMR in this way?) 2) NMR is used as a method for medical imaging. (called MRI )

Close agreement between the orientation dependence of hydrogen bonds observed in protein structures and quantum mechanical calculations

BMB November 17, Single Molecule Biophysics (I)

Advanced Cell Biology. Lecture 7

The protein folding problem consists of two parts:

Computational Methods. Chem 561

BME 5742 Biosystems Modeling and Control

HIV-1 Capsid Function is Regulated by Dynamics: Quantitative Atomic-Resolution Insights by Integrating Magic-Angle-Spinning NMR, QM/MM, and MD

STRUCTURAL BIOINFORMATICS. Barry Grant University of Michigan

Dihedral Angles. Homayoun Valafar. Department of Computer Science and Engineering, USC 02/03/10 CSCE 769

Protein Synthesis. Unit 6 Goal: Students will be able to describe the processes of transcription and translation.

Lecture 18 June 2 nd, Gene Expression Regulation Mutations

Complete all warm up questions Focus on operon functioning we will be creating operon models on Monday

= (-22) = +2kJ /mol

Modeling Biological Systems Opportunities for Computer Scientists

Today s lecture. Molecular Mechanics and docking. Lecture 22. Introduction to Bioinformatics Docking - ZDOCK. Protein-protein docking

Chapter 6- An Introduction to Metabolism*

1. In most cases, genes code for and it is that

Contents. xiii. Preface v

Anatoly B. Kolomeisky. Department of Chemistry CAN WE UNDERSTAND THE COMPLEX DYNAMICS OF MOTOR PROTEINS USING SIMPLE STOCHASTIC MODELS?

Understanding protein motions by computational modeling and statistical approaches

arxiv: v1 [cond-mat.stat-mech] 6 Jan 2014

Supporting Information. for An atomistic modeling of F-actin mechanical responses and determination of. mechanical properties

Computational Modeling of Protein-Ligand Interactions

CHAPTER 3. Cell Structure and Genetic Control. Chapter 3 Outline

Exploring the Sequence Dependent Structure and Dynamics of DNA with Molecular Dynamics Simulation

Topic 4 - #14 The Lactose Operon


Lecture 11: Potential Energy Functions

Lecture 11: Enzymes: Kinetics [PDF] Reading: Berg, Tymoczko & Stryer, Chapter 8, pp

Biochemistry Prof. S. DasGupta Department of Chemistry Indian Institute of Technology Kharagpur. Lecture - 06 Protein Structure IV

BA, BSc, and MSc Degree Examinations

Newly made RNA is called primary transcript and is modified in three ways before leaving the nucleus:

Scale in the biological world

All-atom Molecular Mechanics. Trent E. Balius AMS 535 / CHE /27/2010

Chemical properties that affect binding of enzyme-inhibiting drugs to enzymes

(Lys), resulting in translation of a polypeptide without the Lys amino acid. resulting in translation of a polypeptide without the Lys amino acid.

Università degli Studi di Bari. mechanics 1. Load system determination. Joint load. Stress-strain distribution. Biological response 2/45 3/45

15.2 Prokaryotic Transcription *

ONETEP PB/SA: Application to G-Quadruplex DNA Stability. Danny Cole

Are DNA Transcription Factor Proteins Maxwellian Demons?

Life Sciences 1a Lecture Slides Set 10 Fall Prof. David R. Liu. Lecture Readings. Required: Lecture Notes McMurray p , O NH

Proteins polymer molecules, folded in complex structures. Konstantin Popov Department of Biochemistry and Biophysics

3. An Introduction to Molecular Mechanics

Molecular modeling. A fragment sequence of 24 residues encompassing the region of interest of WT-

Chapter 1. Topic: Overview of basic principles

RNA & PROTEIN SYNTHESIS. Making Proteins Using Directions From DNA

CHAPTER 2 INTERATOMIC FORCES. atoms together in a solid?

Marcin Nowotny, Sergei A. Gaidamakov, Rodolfo Ghirlando, Susana M. Cerritelli, Robert J. Crouch, and Wei Yang

Energy functions and their relationship to molecular conformation. CS/CME/BioE/Biophys/BMI 279 Oct. 3 and 5, 2017 Ron Dror

Lecture 3: methods and terminology, part I

Principles of Physical Biochemistry

PHYS ND semester Dr. Nadyah Alanazi. Lecture 16

Introduction The gramicidin A (ga) channel forms by head-to-head association of two monomers at their amino termini, one from each bilayer leaflet. Th

PH 548 Atomistic Simulation Techniques

Flow of Genetic Information

Newton s First Law of Motion. Newton s Second Law of Motion. Weight 9/30/2015

Introduction to" Protein Structure

CE 530 Molecular Simulation

Torsion Spring Oscillator with Dry Friction

Organization of Genes Differs in Prokaryotic and Eukaryotic DNA Chapter 10 p

Biology I Fall Semester Exam Review 2014

Bridging Structure and Function, Experiments and Computations. Ivet Bahar

Transcription:

Molecular Dynamics Simulation of HIV-1 Reverse Transcriptase Abderrahmane Benghanem 1 Maria Kurnikova 2 1 Rensselaer Polytechnic Institute, Troy, NY 2 Carnegie Mellon University, Pittsburgh, PA June 16, 2006 Introduction HIV-1 reverse transcriptase has been in the center of attention in the treatment of AIDS. The function of The enzyme reverse transcriptase is used by retroviruses to transcribe their single-stranded RNA genome into single-stranded DNA and to subsequently construct a complementary strand of DNA (see figures below).

Functional HIV-1 reverse transcriptase is a heterodimer (see figure below) containing subunits of 66 kda (p66) and 51 kda (p51). p66 contains two domains, the N-terminal polymerase domain (440 residues) and the C-terminal RNase H domain (120 residues). p51 is processed by proteolytic cleavage of p66 and corresponds to the polymerase domain of the p66 subunit. Portions of both p51 and the polymerase domain of p66 can be described as a "right hand" that contains three subdomains: fingers, palm, and thumb.

Comparing static strucs can lead only to the conclusion that there is a Hinge bending displacement, motion can only be analyzed by protein dynamics. ED method is able to extract large concerted atomic motion from an MD trajectory which allows us to solve the structure of HIV-1 reverse transcriptase. The dynamic structure will help determine ways of control of polymerases, binding of inhibitors, and developing more efficient drugs in the treatment of AIDS. Methods Essential Dynamics is used to determine the structure of HIV-1 reverse transcriptase

because it is able to extract large concerted atomic motion from a molecular dynamic trajectory. Molecular dynamics utilizes force fields to define the parameters of a certain molecule. Force Fields can be interpreted in terms of a relatively simple four component picture of the intra and inter molecular forces with in the molecular system. Energetic values are associated with the deviation of bonds and angles away from their reference or equilibrium values. There is a function that describes how the energy changes as bonds are rotated and also the force field contains terms that describe the interaction between non bonded parts of the system. Force field methods or molecular mechanics ignore the electronic motions and calculate the energy of a system as a function of the nuclear positions only making this method efficient in performing calculations on systems containing significant numbers of atoms. In molecular dynamics, atoms interact with each other. These interactions originate forces which act upon atoms, and atoms move under the action of these instantaneous forces. As the atoms move, their relative positions change and forces change as well. In molecular dynamics successive configuration of the system are generated by integrating Newton s laws of motion. The result is a trajectory that specifies how the positions and velocities of the particles in the system vary with time. Newton s laws of motion can be stated as follows. 1. a body moves in a straight line with constant velocity unless perturbed. 2. force equals the rate of change of momentum 3. every action has an equal and opposite reaction Trajectory is obtained by solving the differential equations embodied in Newton s second law F=MA:

Formula explanation: First term= models the interaction between pairs of bonded atoms, modeled here by a harmonic potential that gives the increase in energy as the bond length b deviates from the reference value b 0. The second term and the third term= is a summation over all valence angles in the molecule, again modeled using a harmonic potential (a valence angle is the angle formed between three atoms A-B-C, A and C both bonded to B). The fourth term= is a torsional potential that models how the energy changes as a bond rotates. Fifth term = is the non-bonded term. Calculated between all pairs of atoms (i and j) that are in different molecules or that are in the same molecule but separated by at least three bonds. In a simple force field the non bonded term is usually modeled using a coulomb potential term for electrostatic interactions and a lennar-jones potential for van der waals

interactions. Essential motions determine low energy modes of protein movement, They reflect preferred deformation pathways of the protein, which can be related to the function of protein. Expected Results Studying HIV-1 reverse transcriptase using Molecular Dynamics will determine the dynamic structure, which contains vital information to help understand its conformation flexibility. This is essential in determining controlling mechanisms of polymerases, binding of inhibitors, and developing more efficient drugs in the treatment of AIDS. References 1 Madrid M, Lukin JA, Madura JD, Ding J, Arnold E. Molecular dynamics of HIV- 1 reverse transcriptase indicates increased flexibility upon DNA binding. Proteins. 2001 Nov 15;45(3):176-82. 2 Amadei, Linsen, Berendsen Proteins (1993), 17:412-425 3 L. I. Smith A tutorial on Principal Component Analysis (2002) e.g. at 4 http://kybele.psych.cornell.edu/%7eedelman/psych-465-spring-2003/pcatutorial.pdf 5 Monique M Tirion (1996) Phys Rev Lett. 77:1905-1908 6 Zhang et al., Biophys J. (2003) 84:3583-93. 7 http://www.sosmath.com/matrix/matrix.html