Molecular Docking I
Molecular docking is the prediction of the structure of a complex of two molecules. Usually, one of the molecules is a protein or polypeptide; the other is typically smaller, although it may also be a protein.
Docking is used:
- To locate the catalytic sites or allosteric binding sites of enzymes
- To study the geometry and strength of the interaction of an enzyme with a substrate or inhibitor
- To develop leads for new targeted pharmaceuticals, by screening "in silico" rather than in experimental animals
- To understand the interaction between two polypeptide chains that may lead to the formation of an active enzyme
Reproducing the conformation space available to a macromolecule is a very difficult task, and always requires approximation. Three levels of approximation are employed in docking:
- rigid body docking - both protein and ligand are treated as having no conformational freedom
- semi-flexible docking - the ligand is given some degrees of freedom, while the protein is maintained in a single rigid conformation
- fully flexible docking - both components are given at least some degree of conformational freedom
Conformational freedom may be added to the components of the dock is a subsequent step, by conducting a molecular dynamics minimization.
The input to a docking experiment typically consists of two structures, usually in Protein DataBank format.
- The protein structure typically is downloaded from the PDB.
- The small molecule structures may either be built with modeling software or downloaded from any of several databases (see below).
A force field is needed to represent the interactions between the protein and ligand; i.e., this is a molecular mechanics methodology.
- These include steric interactions, electrostatics, and sometimes hydrogen bonds as a separate type of electrostatic interaction.
- Consideration of electrostatics requires that the input structure files include information on atomic charges.
- Typically, the force field is adapted from one of those used in molecular dynamics calculations
A scheme for searching the conformation space of both protein and ligand must be chosen. Several schemes are described on the next page.
Finally, some method for scoring - selecting the best fit - must be used.
- The free energy of association would be the best choice; however estimating the entropy change on association is problematic
- The enthalpy of association is most commonly used and is available directly from the force field calculations
- Numerous empirical schemes have been developed for use in drug design
This page last modified 1:59 PM on Wednesday August 18th, 2010.
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