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Syllabus:
Course Objectives: The course is an introduction to computational methods for molecular modeling of biological systems such as proteins and nucleic acids. Our goal is to provide a general overview of computational quantum chemistry, molecular mechanics, and combined QM/MM calculations as applied to molecules of biological interest. The objective of the course is to give a basic understanding of computational chemistry and molecular mechanics methodologies, and how to apply these computational techniques to study biologically relevant problems.
Course Form: The course is in the form of a computational laboratory, based on Windows PC work-stations, Q-Chem/AMBER software for calculations and Spartan/Accelrys software for visualization, utilizing computing resources of UB's Center for Computational Research (www.ccr.buffalo.edu).
Course Outline:
I. Quantum Mechanical Theory:
- Schrodinger Equation
- Born-Oppenheimer Approximation
- Hartree-Fock Theor.
- Basis Set and Molecular Orbitals
- Group Theory
- Electron Correlation
- Density Functional Theory
II. Quantum Mechanical Applications:
- Calculations of molecular properties of amino acids and DNA base pairs, including: optimal geometry, dipole moment, atomic charges, electrostatic potential, electronic density, molecular oscillations, infrared and raman spectra
- Calculations of hydrogen bond interactions in amino acids and DNA base pairs: hydrogen bond energy, hydrogen bond geometry, tautomers, conformational analysis, hydrogen bond oscillations, hydrogen bond network in proteins
- Calculations of NMR chemical shielding in atoms involving amino acids and DNA base pairs
- Calculations of chemical reactions involving amino acids and DNA base pairs: potential energy surface, zero-point energy, reaction coordinates, transition states
- Electronic transitions and electronic spectra of amino acids and DNA base pairs: electronic transition moments, excitation energies, UV spectra
III. Molecular Mechanical Theory:
- Newton's Equations
- Potential Functions
- Parameters Evaluation
- Temperature Control
- Energy Minimization
- Molecular Dynamics with Stochastic Boundary Conditions
- Molecular Dynamics with Periodic Boundary Conditions
IV. Molecular Mechanical Applications:
- Calculations of molecular mechanical parameters involving amino acids and DNA base pairs: distances, angles and dihedral angles between atoms, force constants, atomic charges, van der Waals constants
- Energy minimization of amino acids, DNA base pairs, simple proteins and nucleic acids, constrain minimization
- Molecular mechanical dynamics with stochastic boundary conditions of proteins in water solution, constrained dynamics
- Molecular mechanical dynamics with periodic boundary conditions of proteins and nucleic acids, temperature control
- Calculating properties from molecular mechanical trajectories
V. Combined QM/MM Theory:
- Interaction between QM and MM particles
- Link atom approximation
- Lennard-Jones Potential
VI. Combined QM/MM Applications:
- Calculations of parameters describing the interaction between QM and MM atoms in proteins and nucleic acids
- Geometry optimization of active-sites in proteins
- Calculations of molecular properties of active-sites in proteins: electronic density, electrostatic potential, molecular oscillations, electronic states
- Calculations of protein-ligand interactions: ligand docking, ligand-water interactions, ligand-protein electrostatic potential, chemical reactions between ligands and proteins
Final Exam: Oral presentation of individual projects.
Literature:
- Ab Initio Molecular Orbital Theory, W.J. Hehre, L. Radom, P.v.R. Schleyer, J.A. Pople, Eds., John Wiley @ Sons Inc. 1986
- Modern Quantum Chemistry: Introduction to Advanced Electronic Structure Theory, A. Szabo, N.S. Ostlund, Dover Publications Inc., 1996
- Chemical Applications of Group Theory, F.A. Cotton, John Wiley @ Sons, Inc. 1990. - Dynamics of Proteins and Nucleic Acids, J.A. McCammon, S.C. Harvey, Cambride University Press, Cambridge, 1987
- Proteins: A Theoretical Perspective of Dynamics, Structure, and Thermodynamics, C.L. Brooks III, M. Karplus, B.M. Pettitt, John Wiley @ Sons Inc. 1988
- Molecular Modeling Principles and Applications, A.R. Leach, Prentice Hall, 2001
- Quantum Chemistry, M. Freindorf, Electronic Textbook (Pdf), University at Buffalo, 2006
- Molecular Mechanics, M. Freindorf, Electronic Textbook (Pdf), University at Buffalo, 2006
- Combined QM/MM method, M. Freindorf, Electronic Textbook (Pdf), University at Buffalo, 2006
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