SEMINAR IZ MOLEKULSKEGA MODELIRANJA PRI FARMACEVTSKI KEMIJI III

Size: px
Start display at page:

Download "SEMINAR IZ MOLEKULSKEGA MODELIRANJA PRI FARMACEVTSKI KEMIJI III"

Transcription

1 SEMIAR IZ MOLEKULSKEGA MODELIRAJA PRI FARMACEVTSKI KEMIJI III 2. DEL PREDSTAVITEV PROGRAMOV ZA DELO A SEMIARJU doc. dr. Andrej Perdih andrej.perdih@ki.si

2 LITERATURA 1. TEMELJA: POGLAVJE O OSOVAH MOLEKULSKEGA MODELIRAJA 2. ZA VSE KI BI ŽELELI ZVEDETI VEČ O PODROČJU Dostopno v knjižnici FFA

3 Seminar pri farmacevtski kemiji 3 CILJ SEMIARJA: PRAKTIČO SPOZATI BIOLOŠKO AKTIVE MOLEKULE KOT TRIDIMEZIOALE ETITETE. 1. aloga: 3D modeli molekul in računanje osnovnih lastnosti 2. aloga: Torzijski potencial in lastnosti konformacij 3. aloga: Prileganje dveh molekul s primerljivo biološko aktivnostjo 4. aloga: Molekulsko sidranje liganda v aktivno mesto encima OBVEZOSTI ŠTUDETA: - PRISOTOST A SEMIARJU - IZPOLJE SEMIARSKI LIST I MAPA Z DATOTEKAMI - 50 % SMISELO PRAVILIH REZULTATOV SEMIARSKIH ALOG

4 PRIMER SEMIARSKIH ALOG IZ FARMACEVTSKE KEMIJE III SKUPIA 8 Datum: Seminar iz molekulskega modeliranja pri farmacevtski kemiji III Ime in priimek: 1. aloga [Izgradnja tridimenzionalnega modela molekule in izračun nekaterih lastnosti] 1.1. arišite tridimenzionalni model molekule 1 in ga geometrijsko optimizirajte z uporabo polja sil MM2. ato izračunajte oz. na optimizirani konformaciji določite: Cl O H 2 * * * * H 2 H 2 H 2 # Molekula 1 - potencialno energijo dobljene konformacije = kcal/mol - prispevek deformacij vezi (»stretch term«) k celotni potencialni energiji = kcal/mol - torzijski kot definiran z * pri tej energiji: * = - razdaljo med klorom in dušikom (#) gvanidinske skupine v dobljeni konformaciji = nm - s programom ChemDraw izračunajte porazdelitveni koeficient (ClogP) = Optimizirano strukturo molekule 1 v obliki modela kroglic in paličic shranite z imenom: aloga1.c3xml 1.2. Optimizirano konformacijo molekule 1 prikažite z molekulsko površino, ki je dostopna topilu (solvent-accessible surface area). Strukturo molekule 1 s prikazano površino dostopno topilu shranite z imenom: aloga11.c3xml 1.3. Izračunajte delne naboje optimizirane konformacije molekule 1 s semiempirično metodo Extended Hückel dostopno v programu ChemBio3D in izpišite vrednost nabojev za vse težke atome (vsi atomi razen vodika) in komentirajte, kje v molekuli se nahajajo kemijsko reaktivni centri. Vrednosti delnih nabojev težkih atomov: 1.4. Izvedite 10 ps simulacije molekulske dinamike za molekulo 1. Posamezni korak molekulske dinamike naj bo dolg 1 fs. Oglejte si gibanje molekule med MD simulacijo in opišite vaša opažanja upoštevaje strukturne značilnosti le-te. Število korakov MD simulacije = Opažanja: Energijo struktur generiranih tekom simulacije molekulske dinamike shranite tako, da z desnim klikom miške v področju Output prikličete meni in v njem izberete Export. Kot tip datoteke izberite končnico txt. Ime datoteke naj bo: MDenergija.txt 2. aloga [Torzijski potencial] arišite tridimenzionalni model molekule 2 in ga geometrijsko optimizirajte z uporabo polja sil MM2. HOOC H O O Molekula 2 * * * * H 2 - potencialna energija dobljene konformacije = kcal/mol - vrednost torzijskega kota * = Optimizirano strukturo v obliki modela paličic shranite z imenom: aloga2.c3xml ato optimizirano konformacijo molekule 2 togo zavrtite za 360 okoli označenega torzijskega kota * z uporabo funkcije dihedral driver (single energy plot), dostopne v programu ChemBio3D in si oglejte izračunan torzijski potencial. Izmerite razdaljo med poljubnim karboksilnim kisikom in obročnim aminskim dušikom in s premikanjem po torzijskem potencialu določite tisto vrednost torzijskega kota *, pri katerem je razdalja najdaljša? Kako ugodna je ta lega z energijskega stališča glede na preostale lege? Vrednost torzijskega kota * = Razdalja med atomoma = nm Strukturo v konformaciji, kjer je razdalja med atomoma najkrajša, shranite z imenom: aloga21. c3xml 3. aloga [Tridimenzionalno prileganje dveh sorodnih biološko aktivnih molekul] Komentar: Vse izračunane delne naboje shranite v obliki Excelove tabele z imenom aboji Ločeno narišite tridimenzionalna modela molekul histamina in ciklizina, ki obe delujeta v histaminskem sistemu in ju geometrijsko optimizirajte z uporabo polja sil MM2. apišite, kakšno je njuno farmakološko/fiziološko delovanje ter določite potencialno energijo dobljenih optimiziranih konformacij. Farmakološko/fiziološko delovanje histamina in ciklizina: SEMIARSKE ALOGE DOSTOPE A SPLETU

5 PREDSTAVITEV PROGRAMOV ZA DELO A SEMIARJU Predstavitev programa za risanje kemijskih struktur: ChemDraw Predstavitev programa za molekulsko modeliranje: ChemBio3D Predstavitev programa za molekulsko sidranje: Arguslab Prikaz uporabe programov na seminarskih primerih

6 TIPI SEMIARSKIH ALOG 1. aloga: 3D modeli molekul in računanje osnovnih lastnosti 2. aloga: Torzijski potencial in lastnosti konformacij 3. aloga: Prileganje dveh molekul s primerljivo biološko aktivnostjo 4. aloga: Molekulsko sidranje liganda v aktivno mesto encima

7 1. PROGRAM ChemDraw Risanje struktur in kemijskih reakcij Računaje MR spektrov apovedovanje fizikalno-kemijskih lastnosti Osnovni podatki o spojinah HO O H H HO

8 2. PROGRAM ChemBio3D Molekulska grafika Molekulske površine Molekulska mehanika Molekulska dinamika Konformacijska analiza Superpozicija molekul

9 MODELIRAJE A SEMIARJU ZA ALOGE 1-3 POTEKA PREKO GRAFIČEGA UMESIKA PROGRAMA CHEMBIO3D

10 1. aloga: 3D modeli molekul in računanje osnovnih lastnosti 1. Gradnja molekul in vizualizacija (molekulski model + molekulske površine) 2. Meritev geometrijskih parametrov (razdalj, valenčnih kotov, torzijskih torzijskih kotov) 3. Analiza energijskih vrednosti in izračunanih parametrov (delnih nabojev) 1. Graditev modela O

11 MERJEJE GEOMETRIJSKIH PARAMETROV Valenčni kot Torzijski kot Razdalja med atomoma MOLEKULSKA POVRŠIA

12 PODATKI O POTEKU EERGIJSKE MIIMIZACIJE Uporabljeno polje sil Iteracija število korakov MM2 Minimization Iteration 94: Minimization terminated normally because the gradient norm is less than the minimum gradient norm Stretch: Bend: Stretch-Bend: Torsion: on-1,4 VDW: ,4 VDW: Dipole/Dipole: Total Energy: kcal/mol Calculation completed Uspešna konvergenca minimizacijskega algoritma Vezni členi evezni členi

13 IZRAČU DELIH ABOJEV (Extended Hücklova metoda) C(1) C Alkene C(2) C Alkene C(3) C Alkene C(4) C Alkene C(5) C Alkene C(6) C Alkene C(7) C Alkane C(8) C Alkane O(9) O Enol C(10) C Alkane H(11) H H(12) H H(13) H H(14) H H(15) H H(16) H H(17) H H(18) H H(19) H H(20) H H(21) H H(22) H ajbolj polarizirana kovalentna vez v molekuli

14 PRIPRAVA SISTEMA ZA SIMULACIJO MOLEKULSKE DIAMIKE Časovni korak Interval shranjevanja podatkov Rezultati MM2 Dynamics Iteration Time Total Energy Potential Energy Temperature ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± Število korakov = Simulacijski čas

15 2. aloga: Torzijski potencial in lastnosti konformacij C d1 O OH OS ROTACIJE C C 1. Preiskovanje razdalj med atomi pri različnih torzijskih kotih d2 d3 Primer: ISKAJE AJKRAJŠE I ADLJŠE RAZDALJE ROTACIJO OKROG TORZIJE IZVEDEMO S FUKCIJO DIHEADRAL DRIVER

16 OMEJEA ROTACIJA H Energija (kcal/mol) OS ROTACIJE Območji, kjer rotacija zaradi steričnih ovir ni možna Torzijski kot Območje proste rotacije 1 Območje proste rotacije 2

17 3. aloga: PRIMERJAVA KOFORMACIJI DVEH MOLEKUL d1 d2 RSMD RMSD vrednost je odvisna od relativnega položaja obeh molekul Iskanje optimalnega RMSD pred Prileganje PRILEGAJE MOLEKULE A DRUGO KOT TOGO TELO = RSMD d i i, j= 1 d 2 i, j = 0 RSMD prileg. = i, j= 1 d 2 i, j

18 PRIMER ALOGE Histamin evrotransmiter RMSD= 5.5 Å d1 d2 DODATI LIPOFILI PODROČJI Difenhidramin Antagonist na Histaminskih H1 receptorjih RMSD= 0.1 Å PRILEGAJE IZVEDEMO S FUKCIJO OVERLAY

19 MODELIRAJE A SEMIARJU ZA ALOGO 4 POTEKA PREKO GRAFIČEGA UMESIKA PROGRAMA ARGUSLAB Prosto dostopen na spletu: Brezplačni program za kvantnokemijsko računanje in molekulsko sidranje

20 VALIDACIJA PROGRAMA ZA MOLEKULSKO SIDRAJE VALIDACIJA SIDRAJA: Sposobnost reprodukcije vezavne konformacije liganda v makromolekuli določene eksperimentalno npr. z rentgensko difrakcijo (RMSD < 2.5Å med eskperimentalno in izračunano konformacijo). Izračunana konformacija Eksperimentalna konformacija

21 ALOGA IZ MOLEKULSKEGA SIDRAJA UPORABA AVODIL Molecular docking tutorial Sulfonamide-type D-Glu inhibitor docked into the MurD active site using ArgusLab In this tutorial [1] you will learn how to prepare and run a molecular docking calculations. You will first extract an experimentally determined binding conformation of a D-Glu sulfonamide inhibitor of the bacterial enzyme MurD and subsequently dock it into its binding site. Finally, we will compare the docked structure with the x-ray structure to see how well they match. This type of calculations is often used when validating docking programs before performing large-scale virtual screening. Before you can dock a molecule, you first need to define the atoms that make up the Ligand (drug, inhibitor, etc.) and the Binding Site on the protein where the drug binds. The protein 2JFF.pdb crystal structure used in this exercise can be freely accessed and downloaded from the Brookhaven Protein Databank. This structure represents an important result of a collaborative antibacterial research project where several Slovenian researchers were involved.[2] 1. Download and open the PDB structure 2JFF. 2. Create "Ligand and Binding Site groups". Left-click on "1440 LK2" in the Tree View to select the sulfonamide inhibitor. It should appear yellow. Select the Edit/Hide Unselected menu option to hide all atoms that are not selected. The only atoms showing on the screen should be the D-Glu sulfonamide inhibitor. Center the sulfonamide inhibitor in the window by selecting the View/Center Molecule In Window menu or pressing the button on the toolbar. While the inhibitor is selected, add hydrogens by and pressing the You should see something like this: button on the toolbar. Open the web browser and type in the Brookhaven Protein Databank ( web address and in the search field type 2JFF. Download the structure as a.pdb file preferably to Desktop. Open the 2JFF.pdb located in the folder you designated during download in ArgusLab. This is a PDB file so make sure you select the correct file type in the file open dialog (pdb type). Make sure the Molecule Tree View tool is visible. Either select Tools/Molecule Tree View menu option or click the button on the toolbar to toggle the Tree View. Expand the tree view of 2JFF and open up the Residues/Misc folder to show the sulfonamide inhibitor (LK2). You should see something like this: Right-click on "1440 LK2" in the Tree View and select the "Make a Ligand Group from this Residue" option. ArgusLab will construct a group underneath the Groups folder with the same name "1 LK2" that is of type = Ligand. Left-click on either the "1440 LK2" residue in the Residues/Misc folder. This action will again select the atoms of the Ligand on the screen. Copy and Paste the selected residue. Look in the Residues/Misc folder in the Tree View tool and you will see a new highlighted residue with a name like "2480 LK2". (different number is also possible).

22 4. ALOGA: VALIDACIJA PROGRAMA ZA MOLEKULSKO SIDRAJE Kvantitativno ovrednotenje RSMD = i, j = 1 d 2 i, j Le med pari atomov, ki jih primerjamo!

Tutorial. Getting started. Sample to Insight. March 31, 2016

Tutorial. Getting started. Sample to Insight. March 31, 2016 Getting started March 31, 2016 Sample to Insight CLC bio, a QIAGEN Company Silkeborgvej 2 Prismet 8000 Aarhus C Denmark Telephone: +45 70 22 32 44 www.clcbio.com support-clcbio@qiagen.com Getting started

More information

Dock Ligands from a 2D Molecule Sketch

Dock Ligands from a 2D Molecule Sketch Dock Ligands from a 2D Molecule Sketch March 31, 2016 Sample to Insight CLC bio, a QIAGEN Company Silkeborgvej 2 Prismet 8000 Aarhus C Denmark Telephone: +45 70 22 32 44 www.clcbio.com support-clcbio@qiagen.com

More information

Creating a Pharmacophore Query from a Reference Molecule & Scaffold Hopping in CSD-CrossMiner

Creating a Pharmacophore Query from a Reference Molecule & Scaffold Hopping in CSD-CrossMiner Table of Contents Creating a Pharmacophore Query from a Reference Molecule & Scaffold Hopping in CSD-CrossMiner Introduction... 2 CSD-CrossMiner Terminology... 2 Overview of CSD-CrossMiner... 3 Features

More information

Assignment 1: Molecular Mechanics (PART 1 25 points)

Assignment 1: Molecular Mechanics (PART 1 25 points) Chemistry 380.37 Fall 2015 Dr. Jean M. Standard August 19, 2015 Assignment 1: Molecular Mechanics (PART 1 25 points) In this assignment, you will perform some molecular mechanics calculations using the

More information

Ligand Scout Tutorials

Ligand Scout Tutorials Ligand Scout Tutorials Step : Creating a pharmacophore from a protein-ligand complex. Type ke6 in the upper right area of the screen and press the button Download *+. The protein will be downloaded and

More information

Viewing and Analyzing Proteins, Ligands and their Complexes 2

Viewing and Analyzing Proteins, Ligands and their Complexes 2 2 Viewing and Analyzing Proteins, Ligands and their Complexes 2 Overview Viewing the accessible surface Analyzing the properties of proteins containing thousands of atoms is best accomplished by representing

More information

Molecular modeling with InsightII

Molecular modeling with InsightII Molecular modeling with InsightII Yuk Sham Computational Biology/Biochemistry Consultant Phone: (612) 624 7427 (Walter Library) Phone: (612) 624 0783 (VWL) Email: shamy@msi.umn.edu How to run InsightII

More information

Performing a Pharmacophore Search using CSD-CrossMiner

Performing a Pharmacophore Search using CSD-CrossMiner Table of Contents Introduction... 2 CSD-CrossMiner Terminology... 2 Overview of CSD-CrossMiner... 3 Searching with a Pharmacophore... 4 Performing a Pharmacophore Search using CSD-CrossMiner Version 2.0

More information

Identifying Interaction Hot Spots with SuperStar

Identifying Interaction Hot Spots with SuperStar Identifying Interaction Hot Spots with SuperStar Version 1.0 November 2017 Table of Contents Identifying Interaction Hot Spots with SuperStar... 2 Case Study... 3 Introduction... 3 Generate SuperStar Maps

More information

SeeSAR 7.1 Beginners Guide. June 2017

SeeSAR 7.1 Beginners Guide. June 2017 SeeSAR 7.1 Beginners Guide June 2017 Part 1: Basics 1 Type a pdb code and press return or Load your own protein or already existing project, or Just load molecules To begin, let s type 2zff and download

More information

Introduction to Structure Preparation and Visualization

Introduction to Structure Preparation and Visualization Introduction to Structure Preparation and Visualization Created with: Release 2018-4 Prerequisites: Release 2018-2 or higher Access to the internet Categories: Molecular Visualization, Structure-Based

More information

Silica surface - Materials Studio tutorial. CREATING SiO 2 SURFACE

Silica surface - Materials Studio tutorial. CREATING SiO 2 SURFACE Silica surface - Materials Studio tutorial CREATING SiO 2 SURFACE Our goal surface of SiO2 6.948 Ǻ Import structure The XRD experiment gives us such parameters as: lattice parameters, symmetry group and

More information

Preparing a PDB File

Preparing a PDB File Figure 1: Schematic view of the ligand-binding domain from the vitamin D receptor (PDB file 1IE9). The crystallographic waters are shown as small spheres and the bound ligand is shown as a CPK model. HO

More information

Examples of Protein Modeling. Protein Modeling. Primary Structure. Protein Structure Description. Protein Sequence Sources. Importing Sequences to MOE

Examples of Protein Modeling. Protein Modeling. Primary Structure. Protein Structure Description. Protein Sequence Sources. Importing Sequences to MOE Examples of Protein Modeling Protein Modeling Visualization Examination of an experimental structure to gain insight about a research question Dynamics To examine the dynamics of protein structures To

More information

Docking with Water in the Binding Site using GOLD

Docking with Water in the Binding Site using GOLD Docking with Water in the Binding Site using GOLD Version 2.0 November 2017 GOLD v5.6 Table of Contents Docking with Water in the Binding Site... 2 Case Study... 3 Introduction... 3 Provided Input Files...

More information

CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields

CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields Department of Chemistry and Biochemistry, Concordia University page 1 of 6 CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields INTRODUCTION The goal of this tutorial

More information

CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields

CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields Department of Chemistry and Biochemistry, Concordia University! page 1 of 6 CHEM 498Q / CHEM 630Q: Molecular Modeling of Proteins TUTORIAL #3a: Empirical force fields INTRODUCTION The goal of this tutorial

More information

Pymol Practial Guide

Pymol Practial Guide Pymol Practial Guide Pymol is a powerful visualizor very convenient to work with protein molecules. Its interface may seem complex at first, but you will see that with a little practice is simple and powerful

More information

General Chemistry Lab Molecular Modeling

General Chemistry Lab Molecular Modeling PURPOSE The objectives of this experiment are PROCEDURE General Chemistry Lab Molecular Modeling To learn how to use molecular modeling software, a commonly used tool in chemical research and industry.

More information

Tutorial 23 Back Analysis of Material Properties

Tutorial 23 Back Analysis of Material Properties Tutorial 23 Back Analysis of Material Properties slope with known failure surface sensitivity analysis probabilistic analysis back analysis of material strength Introduction Model This tutorial will demonstrate

More information

ICM-Chemist-Pro How-To Guide. Version 3.6-1h Last Updated 12/29/2009

ICM-Chemist-Pro How-To Guide. Version 3.6-1h Last Updated 12/29/2009 ICM-Chemist-Pro How-To Guide Version 3.6-1h Last Updated 12/29/2009 ICM-Chemist-Pro ICM 3D LIGAND EDITOR: SETUP 1. Read in a ligand molecule or PDB file. How to setup the ligand in the ICM 3D Ligand Editor.

More information

Tutorial I: IQ MOL and Basic DFT and MP2 Calculations 1 / 30

Tutorial I: IQ MOL and Basic DFT and MP2 Calculations 1 / 30 Tutorial I: IQ MOL and Basic DFT and MP2 Calculations Q-Chem User Workshop, Denver March 21, 2015 1 / 30 2 / 30 Introduction to IQMOL DFT and MP2 Calculations 3 / 30 IQMOL and Q-CHEM IQMOL is an open-source

More information

1 An Experimental and Computational Investigation of the Dehydration of 2-Butanol

1 An Experimental and Computational Investigation of the Dehydration of 2-Butanol 1 An Experimental and Computational Investigation of the Dehydration of 2-Butanol Summary. 2-Butanol will be dehydrated to a mixture of 1-butene and cis- and trans-2-butene using the method described in

More information

Conformational Analysis of n-butane

Conformational Analysis of n-butane Conformational Analysis of n-butane In this exercise you will calculate the Molecular Mechanics (MM) single point energy of butane in various conformations with respect to internal rotation around the

More information

Molecular Modeling and Conformational Analysis with PC Spartan

Molecular Modeling and Conformational Analysis with PC Spartan Molecular Modeling and Conformational Analysis with PC Spartan Introduction Molecular modeling can be done in a variety of ways, from using simple hand-held models to doing sophisticated calculations on

More information

WMS 10.1 Tutorial GSSHA Applications Precipitation Methods in GSSHA Learn how to use different precipitation sources in GSSHA models

WMS 10.1 Tutorial GSSHA Applications Precipitation Methods in GSSHA Learn how to use different precipitation sources in GSSHA models v. 10.1 WMS 10.1 Tutorial GSSHA Applications Precipitation Methods in GSSHA Learn how to use different precipitation sources in GSSHA models Objectives Learn how to use several precipitation sources and

More information

NMR Predictor. Introduction

NMR Predictor. Introduction NMR Predictor This manual gives a walk-through on how to use the NMR Predictor: Introduction NMR Predictor QuickHelp NMR Predictor Overview Chemical features GUI features Usage Menu system File menu Edit

More information

(THIS IS AN OPTIONAL BUT WORTHWHILE EXERCISE)

(THIS IS AN OPTIONAL BUT WORTHWHILE EXERCISE) PART 2: Analysis in ArcGIS (THIS IS AN OPTIONAL BUT WORTHWHILE EXERCISE) Step 1: Start ArcCatalog and open a geodatabase If you have a shortcut icon for ArcCatalog on your desktop, double-click it to start

More information

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

Homology modeling. Dinesh Gupta ICGEB, New Delhi 1/27/2010 5:59 PM Homology modeling Dinesh Gupta ICGEB, New Delhi Protein structure prediction Methods: Homology (comparative) modelling Threading Ab-initio Protein Homology modeling Homology modeling is an extrapolation

More information

BCB410 Protein-Ligand Docking Exercise Set Shirin Shahsavand December 11, 2011

BCB410 Protein-Ligand Docking Exercise Set Shirin Shahsavand December 11, 2011 BCB410 Protein-Ligand Docking Exercise Set Shirin Shahsavand December 11, 2011 1. Describe the search algorithm(s) AutoDock uses for solving protein-ligand docking problems. AutoDock uses 3 different approaches

More information

Version 1.2 October 2017 CSD v5.39

Version 1.2 October 2017 CSD v5.39 Mogul Geometry Check Table of Contents Introduction... 2 Example 1. Using Mogul to assess intramolecular geometry... 3 Example 2. Using Mogul to explain activity data... 5 Conclusions... 8 Further Exercises...

More information

Flexibility and Constraints in GOLD

Flexibility and Constraints in GOLD Flexibility and Constraints in GOLD Version 2.1 August 2018 GOLD v5.6.3 Table of Contents Purpose of Docking... 3 GOLD s Evolutionary Algorithm... 4 GOLD and Hermes... 4 Handling Flexibility and Constraints

More information

Ranking of HIV-protease inhibitors using AutoDock

Ranking of HIV-protease inhibitors using AutoDock Ranking of HIV-protease inhibitors using AutoDock 1. Task Calculate possible binding modes and estimate the binding free energies for 1 3 inhibitors of HIV-protease. You will learn: Some of the theory

More information

Assignment 1: Molecular Mechanics (PART 2 25 points)

Assignment 1: Molecular Mechanics (PART 2 25 points) Chemistry 380.37 Fall 2015 Dr. Jean M. Standard September 2, 2015 Assignment 1: Molecular Mechanics (PART 2 25 points) In this assignment, you will perform some additional molecular mechanics calculations

More information

Exercises for Windows

Exercises for Windows Exercises for Windows CAChe User Interface for Windows Select tool Application window Document window (workspace) Style bar Tool palette Select entire molecule Select Similar Group Select Atom tool Rotate

More information

Medicinal Chemistry/ CHEM 458/658 Chapter 4- Computer-Aided Drug Design

Medicinal Chemistry/ CHEM 458/658 Chapter 4- Computer-Aided Drug Design Medicinal Chemistry/ CHEM 458/658 Chapter 4- Computer-Aided Drug Design Bela Torok Department of Chemistry University of Massachusetts Boston Boston, MA 1 Computer Aided Drug Design - Introduction Development

More information

VCell Tutorial. Building a Rule-Based Model

VCell Tutorial. Building a Rule-Based Model VCell Tutorial Building a Rule-Based Model We will demonstrate how to create a rule-based model of EGFR receptor interaction with two adapter proteins Grb2 and Shc. A Receptor-monomer reversibly binds

More information

Chemistry 14CL. Worksheet for the Molecular Modeling Workshop. (Revised FULL Version 2012 J.W. Pang) (Modified A. A. Russell)

Chemistry 14CL. Worksheet for the Molecular Modeling Workshop. (Revised FULL Version 2012 J.W. Pang) (Modified A. A. Russell) Chemistry 14CL Worksheet for the Molecular Modeling Workshop (Revised FULL Version 2012 J.W. Pang) (Modified A. A. Russell) Structure of the Molecular Modeling Assignment The molecular modeling assignment

More information

Physical Chemistry Analyzing a Crystal Structure and the Diffraction Pattern Virginia B. Pett The College of Wooster

Physical Chemistry Analyzing a Crystal Structure and the Diffraction Pattern Virginia B. Pett The College of Wooster Physical Chemistry Analyzing a Crystal Structure and the Diffraction Pattern Virginia B. Pett The College of Wooster L. W. Haynes and his Senior Independent Study students conducted the 2 + 2 photo addition

More information

User Guide for LeDock

User Guide for LeDock User Guide for LeDock Hongtao Zhao, PhD Email: htzhao@lephar.com Website: www.lephar.com Copyright 2017 Hongtao Zhao. All rights reserved. Introduction LeDock is flexible small-molecule docking software,

More information

Microsoft Excel Directions

Microsoft Excel Directions Microsoft Excel Directions 1. Working in groups of two, log onto a computer. 2. Create a folder on the desktop a. Right click anywhere on the desktop new folder Name the folder Chemistry 3. Open MS Excel

More information

5.1. Hardwares, Softwares and Web server used in Molecular modeling

5.1. Hardwares, Softwares and Web server used in Molecular modeling 5. EXPERIMENTAL The tools, techniques and procedures/methods used for carrying out research work reported in this thesis have been described as follows: 5.1. Hardwares, Softwares and Web server used in

More information

Application Note. U. Heat of Formation of Ethyl Alcohol and Dimethyl Ether. Introduction

Application Note. U. Heat of Formation of Ethyl Alcohol and Dimethyl Ether. Introduction Application Note U. Introduction The molecular builder (Molecular Builder) is part of the MEDEA standard suite of building tools. This tutorial provides an overview of the Molecular Builder s basic functionality.

More information

Protein Bioinformatics Computer lab #1 Friday, April 11, 2008 Sean Prigge and Ingo Ruczinski

Protein Bioinformatics Computer lab #1 Friday, April 11, 2008 Sean Prigge and Ingo Ruczinski Protein Bioinformatics 260.655 Computer lab #1 Friday, April 11, 2008 Sean Prigge and Ingo Ruczinski Goals: Approx. Time [1] Use the Protein Data Bank PDB website. 10 minutes [2] Use the WebMol Viewer.

More information

Portal. User Guide Version 1.0. Contributors

Portal.   User Guide Version 1.0. Contributors Portal www.dockthor.lncc.br User Guide Version 1.0 Contributors Diogo A. Marinho, Isabella A. Guedes, Eduardo Krempser, Camila S. de Magalhães, Hélio J. C. Barbosa and Laurent E. Dardenne www.gmmsb.lncc.br

More information

Computational Chemistry Lab Module: Conformational Analysis of Alkanes

Computational Chemistry Lab Module: Conformational Analysis of Alkanes Introduction Computational Chemistry Lab Module: Conformational Analysis of Alkanes In this experiment, we will use CAChe software package to model the conformations of butane, 2-methylbutane, and substituted

More information

Molecular Visualization. Introduction

Molecular Visualization. Introduction Molecular Visualization Jeffry D. Madura Department of Chemistry & Biochemistry Center for Computational Sciences Duquesne University Introduction Assessments of change, dynamics, and cause and effect

More information

Introduction Molecular Structure Script Console External resources Advanced topics. JMol tutorial. Giovanni Morelli.

Introduction Molecular Structure Script Console External resources Advanced topics. JMol tutorial. Giovanni Morelli. Gen 19th, 2017 1 2 Create and edit Display and view Mesurament and labelling Surface and Orbitals 3 4 from Database Protein Enzyme Crystal Structure and Unit Cell 5 Symmetry Animation General information

More information

TRITON. Manual and Tutorials. Version 4.0.0

TRITON. Manual and Tutorials. Version 4.0.0 TRITON Manual and Tutorials Version 4.0.0 Released: MAR/11/2008 Updated: JUL/3/2008 Authors Program: Martin Prokop Program Testing: Jan Adam, Martin Prokop Concept: Martin Prokop, Jan Adam, Zdeněk Kříž,

More information

Ensemble Docking with GOLD

Ensemble Docking with GOLD Ensemble Docking with GOLD Version 2.0 November 2017 GOLD v5.6 Table of Contents Ensemble Docking... 2 Case Study... 3 Introduction... 3 Provided Input Files... 5 Superimposing Protein Structures... 6

More information

Assignment 2: Conformation Searching (50 points)

Assignment 2: Conformation Searching (50 points) Chemistry 380.37 Fall 2015 Dr. Jean M. Standard September 16, 2015 Assignment 2: Conformation Searching (50 points) In this assignment, you will use the Spartan software package to investigate some conformation

More information

Figure 1. Indinavir. Most of the hydrogens have been left off to make the structure easier to see. We will focus on just the central OH group.

Figure 1. Indinavir. Most of the hydrogens have been left off to make the structure easier to see. We will focus on just the central OH group. 1 Experiment 11: Molecular Mechanics and Modeling Purpose: ne purpose is to have some fun learning about molecular modeling and mechanics. The other purpose is to begin to appreciate how complex molecules

More information

Watershed Modeling Orange County Hydrology Using GIS Data

Watershed Modeling Orange County Hydrology Using GIS Data v. 10.0 WMS 10.0 Tutorial Watershed Modeling Orange County Hydrology Using GIS Data Learn how to delineate sub-basins and compute soil losses for Orange County (California) hydrologic modeling Objectives

More information

1 Introduction to Computational Chemistry (Spartan)

1 Introduction to Computational Chemistry (Spartan) 1 Introduction to Computational Chemistry (Spartan) Start Spartan by clicking Start / Programs / Spartan Then click File / New Exercise 1 Study of H-X-H Bond Angles (Suitable for general chemistry) Structure

More information

WMS 9.0 Tutorial GSSHA Modeling Basics Infiltration Learn how to add infiltration to your GSSHA model

WMS 9.0 Tutorial GSSHA Modeling Basics Infiltration Learn how to add infiltration to your GSSHA model v. 9.0 WMS 9.0 Tutorial GSSHA Modeling Basics Infiltration Learn how to add infiltration to your GSSHA model Objectives This workshop builds on the model developed in the previous workshop and shows you

More information

DOCKING TUTORIAL. A. The docking Workflow

DOCKING TUTORIAL. A. The docking Workflow 2 nd Strasbourg Summer School on Chemoinformatics VVF Obernai, France, 20-24 June 2010 E. Kellenberger DOCKING TUTORIAL A. The docking Workflow 1. Ligand preparation It consists in the standardization

More information

Chem 310, Organic Chemistry Lab Molecular Modeling Using Macromodel

Chem 310, Organic Chemistry Lab Molecular Modeling Using Macromodel Chem 310, Organic Chemistry Lab Molecular Modeling Using Macromodel This is a molecular modeling experiment, and should be written up in your lab notebook just as if it were a normal "wet-chemistry" experiment.

More information

Tutorial 12 Excess Pore Pressure (B-bar method) Undrained loading (B-bar method) Initial pore pressure Excess pore pressure

Tutorial 12 Excess Pore Pressure (B-bar method) Undrained loading (B-bar method) Initial pore pressure Excess pore pressure Tutorial 12 Excess Pore Pressure (B-bar method) Undrained loading (B-bar method) Initial pore pressure Excess pore pressure Introduction This tutorial will demonstrate the Excess Pore Pressure (Undrained

More information

Conformational search and QSAR (quantitative structure-activity relationships)

Conformational search and QSAR (quantitative structure-activity relationships) Bio 5476 Lab Exercise 11.7.08 Instructor: Dan Kuster (d.kuster@gmail.com) Conformational search and QSAR (quantitative structure-activity relationships) Purpose: In this lab, you will use SYBYL to build,

More information

Bioengineering & Bioinformatics Summer Institute, Dept. Computational Biology, University of Pittsburgh, PGH, PA

Bioengineering & Bioinformatics Summer Institute, Dept. Computational Biology, University of Pittsburgh, PGH, PA Pharmacophore Model Development for the Identification of Novel Acetylcholinesterase Inhibitors Edwin Kamau Dept Chem & Biochem Kennesa State Uni ersit Kennesa GA 30144 Dept. Chem. & Biochem. Kennesaw

More information

CAMBRIDGE STRUCTURAL DATABASE SYSTEM 2010 RELEASE WORKED EXAMPLES

CAMBRIDGE STRUCTURAL DATABASE SYSTEM 2010 RELEASE WORKED EXAMPLES CAMBRIDGE STRUCTURAL DATABASE SYSTEM 2010 RELEASE WORKED EXAMPLES Copyright 2009 The Cambridge Crystallographic Data Centre Registered Charity No 800579 Table of Contents 1 Introduction.................................................................

More information

Carbon Structure Simulations using Crystal Viewer Tool

Carbon Structure Simulations using Crystal Viewer Tool Carbon Structure Simulations using Crystal Viewer Tool The Crystal Viewer tool in nanohub.org can be used to build three carbon nanostructures: graphene sheets, Buckminsterfullerene, Bucky balls (C 60

More information

Insights into the Biotransformation of 2,4,6- Trinitrotoluene by the Old Yellow Enzyme Family of Flavoproteins. A Computational Study

Insights into the Biotransformation of 2,4,6- Trinitrotoluene by the Old Yellow Enzyme Family of Flavoproteins. A Computational Study Electronic Supplementary Material (ESI) for Physical Chemistry Chemical Physics. This journal is the Owner Societies 2019 Supporting Information for Insights into the Biotransformation of 2,4,6- Trinitrotoluene

More information

Chem 253. Tutorial for Materials Studio

Chem 253. Tutorial for Materials Studio Chem 253 Tutorial for Materials Studio This tutorial is designed to introduce Materials Studio 7.0, which is a program used for modeling and simulating materials for predicting and rationalizing structure

More information

Patrick: An Introduction to Medicinal Chemistry 5e MOLECULAR MODELLING EXERCISES CHAPTER 17

Patrick: An Introduction to Medicinal Chemistry 5e MOLECULAR MODELLING EXERCISES CHAPTER 17 MOLECULAR MODELLING EXERCISES CHAPTER 17 Exercise 17.6 Conformational analysis of n-butane Introduction Figure 1 Butane Me Me In this exercise, we will consider the possible stable conformations of butane

More information

Learning to Use Scigress Wagner, Eugene P. (revised May 15, 2018)

Learning to Use Scigress Wagner, Eugene P. (revised May 15, 2018) Learning to Use Scigress Wagner, Eugene P. (revised May 15, 2018) Abstract Students are introduced to basic features of Scigress by building molecules and performing calculations on them using semi-empirical

More information

Calculating Bond Enthalpies of the Hydrides

Calculating Bond Enthalpies of the Hydrides Proposed Exercise for the General Chemistry Section of the Teaching with Cache Workbook: Calculating Bond Enthalpies of the Hydrides Contributed by James Foresman, Rachel Fogle, and Jeremy Beck, York College

More information

Potential Energy (hyper)surface

Potential Energy (hyper)surface The Molecular Dynamics Method Thermal motion of a lipid bilayer Water permeation through channels Selective sugar transport Potential Energy (hyper)surface What is Force? Energy U(x) F = " d dx U(x) Conformation

More information

3. An Introduction to Molecular Mechanics

3. An Introduction to Molecular Mechanics 3. An Introduction to Molecular Mechanics Introduction When you use Chem3D to draw molecules, the program assigns bond lengths and bond angles based on experimental data. The program does not contain real

More information

Getting Started with BioMedCAChe

Getting Started with BioMedCAChe Getting Started with BioMedCAChe Molecular Modeling in Drug Design CAChe Group Fujitsu Beaverton, Oregon Copyright statement 2003 Fujitsu Limited. All rights reserved. This document may not be used, sold,

More information

3. An Introduction to Molecular Mechanics

3. An Introduction to Molecular Mechanics 3. An Introduction to Molecular Mechanics Introduction When you use Chem3D to draw molecules, the program assigns bond lengths and bond angles based on experimental data. The program does not contain real

More information

PDBe TUTORIAL. PDBePISA (Protein Interfaces, Surfaces and Assemblies)

PDBe TUTORIAL. PDBePISA (Protein Interfaces, Surfaces and Assemblies) PDBe TUTORIAL PDBePISA (Protein Interfaces, Surfaces and Assemblies) http://pdbe.org/pisa/ This tutorial introduces the PDBePISA (PISA for short) service, which is a webbased interactive tool offered by

More information

Skyline Small Molecule Targets

Skyline Small Molecule Targets Skyline Small Molecule Targets The Skyline Targeted Proteomics Environment provides informative visual displays of the raw mass spectrometer data you import into your Skyline documents. Originally developed

More information

Francisco Melo, Damien Devos, Eric Depiereux and Ernest Feytmans

Francisco Melo, Damien Devos, Eric Depiereux and Ernest Feytmans From: ISMB-97 Proceedings. Copyright 1997, AAAI (www.aaai.org). All rights reserved. ANOLEA: A www Server to Assess Protein Structures Francisco Melo, Damien Devos, Eric Depiereux and Ernest Feytmans Facultés

More information

v Prerequisite Tutorials GSSHA WMS Basics Watershed Delineation using DEMs and 2D Grid Generation Time minutes

v Prerequisite Tutorials GSSHA WMS Basics Watershed Delineation using DEMs and 2D Grid Generation Time minutes v. 10.1 WMS 10.1 Tutorial GSSHA WMS Basics Creating Feature Objects and Mapping Attributes to the 2D Grid Populate hydrologic parameters in a GSSHA model using land use and soil data Objectives This tutorial

More information

Let s continue our discussion on the interaction between Fe(III) and 6,7-dihydroxynaphthalene-2- sulfonate.

Let s continue our discussion on the interaction between Fe(III) and 6,7-dihydroxynaphthalene-2- sulfonate. Chemistry 5995(133)-8990(013) Bioinorganic Chemistry: The Good, the Bad, and the Potential of Metals Assignment 2- Aqueous Speciation, Magnetism, Redox, UV-Vis Spectroscopy, and Pymol Let s continue our

More information

Quantitative Structure-Activity Relationships (QSARs) Tutorial

Quantitative Structure-Activity Relationships (QSARs) Tutorial Quantitative Structure-Activity Relationships (QSARs) Tutorial Single and Multi Linear Regression This tutorial will show you how to perform a QSAR with MLR and PLS statistical tools In the Gnumerics file

More information

POC via CHEMnetBASE for Identifying Unknowns

POC via CHEMnetBASE for Identifying Unknowns Table of Contents A red arrow was used to identify where buttons and functions are located in CHEMnetBASE. Figure Description Page Entering the Properties of Organic Compounds (POC) Database 1 Swain Home

More information

Introduction to Hartree-Fock calculations in Spartan

Introduction to Hartree-Fock calculations in Spartan EE5 in 2008 Hannes Jónsson Introduction to Hartree-Fock calculations in Spartan In this exercise, you will get to use state of the art software for carrying out calculations of wavefunctions for molecues,

More information

Pose Prediction with GOLD

Pose Prediction with GOLD Pose Prediction with GOLD Version 3.0 November 2018 GOLD v5.7.0 Table of Contents The Purpose of Docking... 2 GOLD s Evolutionary Algorithm... 3 A Checklist for Docking... 3 GOLD and Hermes... 3 Redocking

More information

Center of Mass. Evaluation copy

Center of Mass. Evaluation copy Center of Mass Experiment 19 INTRODUCTION In the most of the previous experiments you have examined the motion of a single object as it underwent a variety of motions. You learned that an object subject

More information

Marvin. Sketching, viewing and predicting properties with Marvin - features, tips and tricks. Gyorgy Pirok. Solutions for Cheminformatics

Marvin. Sketching, viewing and predicting properties with Marvin - features, tips and tricks. Gyorgy Pirok. Solutions for Cheminformatics Marvin Sketching, viewing and predicting properties with Marvin - features, tips and tricks Gyorgy Pirok Solutions for Cheminformatics The Marvin family The Marvin toolkit provides web-enabled components

More information

Learning ArcGIS: Introduction to ArcCatalog 10.1

Learning ArcGIS: Introduction to ArcCatalog 10.1 Learning ArcGIS: Introduction to ArcCatalog 10.1 Estimated Time: 1 Hour Information systems help us to manage what we know by making it easier to organize, access, manipulate, and apply knowledge to the

More information

Exercise 2: Solvating the Structure Before you continue, follow these steps: Setting up Periodic Boundary Conditions

Exercise 2: Solvating the Structure Before you continue, follow these steps: Setting up Periodic Boundary Conditions Exercise 2: Solvating the Structure HyperChem lets you place a molecular system in a periodic box of water molecules to simulate behavior in aqueous solution, as in a biological system. In this exercise,

More information

APBS electrostatics in VMD - Software. APBS! >!Examples! >!Visualization! >! Contents

APBS electrostatics in VMD - Software. APBS! >!Examples! >!Visualization! >! Contents Software Search this site Home Announcements An update on mailing lists APBS 1.2.0 released APBS 1.2.1 released APBS 1.3 released New APBS 1.3 Windows Installer PDB2PQR 1.7.1 released PDB2PQR 1.8 released

More information

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

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

More information

Evolution of Protein Structure

Evolution of Protein Structure University of Illinois at Urbana-Champaign Luthey-Schulten Group Theoretical and Computational Biophysics Group Computational Biophysics Workshop Evolution of Protein Structure Aspartyl-tRNA Synthetase

More information

OECD QSAR Toolbox v.4.1. Step-by-step example for building QSAR model

OECD QSAR Toolbox v.4.1. Step-by-step example for building QSAR model OECD QSAR Toolbox v.4.1 Step-by-step example for building QSAR model Background Objectives The exercise Workflow of the exercise Outlook 2 Background This is a step-by-step presentation designed to take

More information

CLASSIFIY ROCKS THAT ARE SHARED BETWEEN TWO OR MORE GLACIERS AS "NODATA"

CLASSIFIY ROCKS THAT ARE SHARED BETWEEN TWO OR MORE GLACIERS AS NODATA CLASSIFIY ROCKS THAT ARE SHARED BETWEEN TWO OR MORE GLACIERS AS "NODATA" Method created by Adina Racoviteanu, 2007-09-05 Contact info: Department of Geography and INSTAAR/NSIDC, University of Colorado

More information

TOPLJENEC ASOCIIRA LE V VODNI FAZI

TOPLJENEC ASOCIIRA LE V VODNI FAZI TOPLJENEC ASOCIIRA LE V VODNI FAZI V primeru asociacij molekul topljenca v vodni ali organski fazi eksperimentalno določeni navidezni porazdelitveni koeficient (P n ) v odvisnosti od koncentracije ni konstanten.

More information

Supplementary Information

Supplementary Information Supplementary Information Resveratrol Serves as a Protein-Substrate Interaction Stabilizer in Human SIRT1 Activation Xuben Hou,, David Rooklin, Hao Fang *,,, Yingkai Zhang Department of Medicinal Chemistry

More information

CSD. Unlock value from crystal structure information in the CSD

CSD. Unlock value from crystal structure information in the CSD CSD CSD-System Unlock value from crystal structure information in the CSD The Cambridge Structural Database (CSD) is the world s most comprehensive and up-todate knowledge base of crystal structure data,

More information

Reševanje problemov in algoritmi

Reševanje problemov in algoritmi Reševanje problemov in algoritmi Vhod Algoritem Izhod Kaj bomo spoznali Zgodovina algoritmov. Primeri algoritmov. Algoritmi in programi. Kaj je algoritem? Algoritem je postopek, kako korak za korakom rešimo

More information

Contour Line Overlays in Google Earth

Contour Line Overlays in Google Earth Overview: Students download a section of a topographic map of their community from the ATEP website. This file will overlay the Google Earth satellite imagery. Students use the path tool to trace a contour

More information

Geology 777 Monte Carlo Exercise I

Geology 777 Monte Carlo Exercise I Geology 777 Monte Carlo Exercise I Purpose The goal of this exercise is to get you to think like an electron... to start to think about where electrons from the stream of high energy electrons go when

More information

Tutorial: Structural Analysis of a Protein-Protein Complex

Tutorial: Structural Analysis of a Protein-Protein Complex Molecular Modeling Section (MMS) Department of Pharmaceutical and Pharmacological Sciences University of Padova Via Marzolo 5-35131 Padova (IT) @contact: stefano.moro@unipd.it Tutorial: Structural Analysis

More information

Winmostar tutorial LAMMPS Polymer modeling V X-Ability Co,. Ltd. 2017/7/6

Winmostar tutorial LAMMPS Polymer modeling V X-Ability Co,. Ltd. 2017/7/6 Winmostar tutorial LAMMPS Polymer modeling V7.021 X-Ability Co,. Ltd. question@winmostar.com 2017/7/6 Contents Configure I. Register a monomer II. Define a polymer III. Build a simulation cell IV. Execute

More information

Designing a Quilt with GIMP 2011

Designing a Quilt with GIMP 2011 Planning your quilt and want to see what it will look like in the fabric you just got from your LQS? You don t need to purchase a super expensive program. Try this and the best part it s FREE!!! *** Please

More information

Lab Activity: The Central Limit Theorem

Lab Activity: The Central Limit Theorem Lab Activity: The Central Limit Theorem In this lab activity, you will explore the properties of the Central Limit Theorem. Student Learning Outcomes By the end of this chapter, you should be able to do

More information

LISREL. Mels, G. (2006). LISREL for Windows: Getting Started Guide. Lincolnwood, IL: Scientific Software International, Inc.

LISREL. Mels, G. (2006). LISREL for Windows: Getting Started Guide. Lincolnwood, IL: Scientific Software International, Inc. LISREL Mels, G. (2006). LISREL for Windows: Getting Started Guide. Lincolnwood, IL: Scientific Software International, Inc. LISREL: Structural Equation Modeling, Multilevel Structural Equation Modeling,

More information