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CHEM789.03- Rational Drug Design -- Cheminformatics
Online Course, Spring 2017
Herbert J. Bernstein ()
Syllabus

 

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Welcome

Welcome to the syllabus web page for CHEM.789.03 - Rational Drug Design -- Cheminformatics, an online course at Rochester Institute of Technology, for Spring 2017. This is a 3 credit-hour graduate course for graduate students and open to upper level undergraduate students. The course content is the same as for the graduate section.

Course Description

This course for graduate advanced undergraduate chemistry, biochemistry and bioinformatics students introduces the small-molecule-ligand-oriented in silico physical chemistry aspects of rational drug design. This course introduces the small-molecule-ligand-oriented in silico physical chemistry aspects of rational drug design. Topics include in silico representation of chemical information, chemical databases and data mining, molecular drawing and interactive visualization, computer-aided drug design tools, building a ligand ab initio or from similar ligands, with and without known macromolecules, assessing activity and toxicity and druggability.

(Prerequisite: CHMB-402 or graduate standing in chemistry, biochemistry or bioinformatics or permission or the instructor)

Class 3, Credit 3 (S)

Instructor

What you will do in this course

This is a graduate level cheminformatics course open to advanced undergraduates as well as to graduate students. The primary goal for this course is for students to achieve an understanding of the in silico tools and techniques used to analyze and synthesize small molecule ligands to be used as drugs acting on macromolecules. A secondary goal is to develop or strengthen skills in working with computational chemistry and bioinformatics applications and databases. In parallel with reading texts and online resources, you will be assigned important papers on rational drug design to study and report on. You will have a drug design project to do to demonstrate your ability to design a druggable ligand using computer-aided drug design tools.

Even though this is an on-line course, you will have regular e-meetings with the instructor and classmates, 8 -- 9 pm Tuesday evenings .

There will be no midterm exam. You will be evaluated on the basis of assignments and reports at the midterm. At the end of the semester, you will be evaluated on a combination of assignments, reports, your term project and a final examination.

Resources

The required text for this course is

Things are changing rapidly, so we will also make extensive use of on-line resources and the current literature.

In addition to the text, on-line resources and the current literature, you may find the following useful:

  1. Silverman, Richard B., and Mark W. Holladay. The organic chemistry of drug design and drug action. Academic press, 2014.
  2. Bajorath, Jurgen. Chemoinformatics for Drug Discovery. John Wiley & Sons, 2013.
  3. http://click2drug.org (Swiss Institute of Bioinfomatics directory of computer aided drug design tools.
  4. http://www.drugbank.ca/ (database of ligand and target properties)
  5. http://depth-first.com/articles/2011/10/12/sixty-four-free-chemistry-databases/
  6. https://www.cas.org/content/cas-databases
  7. http://www.chemspider.com/StructureSearch.aspx
  8. and many, many more online resources
In addition to the text you will also need a computer with a good internet connection and a web cam. On that computer, you should have (or get) a web browser. Further instructions for software to download will follow during the semester on the assignments page.

Course Outline

  1. Overview of Rational Drug Design, Ligands and Targets
  2. in silico representation of chemical information
    1. CIF IUCr Crystallographic Information Framework
    2. CML Chemical Markup Language
    3. SMILES -- Simplified Molecular Input Line Entry Specification
    4. InChi -- IUPAC International Chemical Identifier
    5. Other representations
  3. Chemical Databases and Data Mining
    1. Cambridge Structural Database CCDC CSD
    2. Crystallographic Open Database COD
    3. Protein Data Bank PDB Ligand Explorer
    4. Chemspider
    5. Other Data Bases
  4. Molecular Drawing and Interactive Visualization
    1. ChemDraw
    2. MarvinSketch
    3. ORTEP
    4. Chimera, RasMol, PyMol
  5. Computer-Aided Drug Design Tools
    1. Molecular Modeling Tools
    2. Structural Homology Modeling Tools
    3. Docking Tools and Screening Tools
    4. Other tools
  6. Building a Ligand
    1. Building ab initio
    2. Building from similar ligands
    3. Building with a known macromolecular target
    4. Building without a known macromolecular target
    5. Computational assessment of activity and toxicity and drugability.