Method for selecting an optimally diverse library of small molecules based on validated molecular structural descriptors
View Patent ↗The use for biological screening purposes of a subset (library) of a large combinatorially accessible chemical universe increases the efficiency of the screening process only if the subset contains members representative of the total diversity of the universe. In order to insure inclusion in the subset of molecules representing the total diversity of the universe under consideration, valid molecular descriptors which quantitatively reflect the diversity of the molecules in the universe are required. A unique validation method is used to examine both a new three dimensional steric metric and some prior art metrics. With this method, the relative usefulness/validity of individual metrics can be ascertained from their application to randomly selected literature data sets. By the appropriate application of validated metrics, the method of this invention selects a subset of a combinatorial accessible chemical universe such that the molecules of the subset are representative of all the diversity present in the universe and yet do not contain multiple members which represent the same diversity (oversample). The use of the neighborhood definition of a validated metric may also be used to combine (without oversampling the same diversity) any number of combinatorial screening libraries.
1. A computer implemented method of generating standardized representative three dimensional conformations of the molecular side chains derived from reactant molecules comprising the steps of:
a) defining a set of topomeric alignment rules; and
b) applying the topomeric alignment rules to the molecular side chains to generate a representative conformation for each.
2. A computer implemented method of characterizing the three dimensional structure of the molecular side chains derived from reactant molecules, which can assume many conformations, comprising the steps of:
a)generating standardized representative three dimensional conformations of the molecular side chains derived from reactant molecules comprising the steps of:
(1) defining a set of topomeric alignment rules; and
(2) applying the topomeric alignment rules to the molecular side chains to generate a representative conformation for each; and
b) generating the CoMFA steric fields for each aligned molecular side chain.
3. The method of claim 2 further comprising the addition of topomeric hydrogen bonding fields to the CoMFA steric fields.
4. A computer implemented method of applying a molecular structural descriptor to the molecular side chains derived from reactant molecules to determine similarity of shape comprising the following steps:
a) generating standardized representative three dimensional conformations of the molecular side chains derived from reactant molecules comprising the steps of:
(1) defining a set of topomeric alignment rules; and
(2) applying the topomeric alignment rules to the molecular side chains to generate a representative conformation for each; and
b) generating the CoMFA steric fields for each topomerically aligned molecular side chain; and
c) calculating the field differences between all pairs of molecular side chains wherein smaller field differences reflect greater similarity of shape.
5. The method of claim 4 further comprising after step b the additional step of adding topomeric hydrogen bonding fields to the CoMFA fields.
6. A computer implemented method for configuring the molecular side chains derived from reactant molecules into a standardized representative three dimensional conformation enabling comparison of the shape related properties of the side chains, comprising the following steps:
a) defining topomeric alignment rules;
b) obtaining, or generating from two dimensional (2D) structural information, the three dimensional (3D) configuration of the molecular side chains represented by the three dimensional coordinates of the atoms comprising the side chains; and
c) repositioning the relative positions of the atoms in the side chains by adjusting torsions according to the topomeric alignment rules
wherein a standardized aligned topomeric conformation is produced for each molecular side chain.
7. A computer implemented method of characterizing the three dimensional structure of the molecular side chains derived from reactant molecules, which can assume many conformations, comprising the steps of:
a) configuring the molecular side chains derived from reactant molecules into a standardized representative three dimensional conformation comprising the steps of:
(1) defining topomeric alignment rules;
(2) obtaining, or generating from two dimensional (2D) structural information, the three dimensional (3D) configuration of the molecular side chains represented by the three dimensional coordinates of the atoms comprising the side chains; and
(3) repositioning the relative positions of the atoms in the side chains by adjusting torsions according to the topomeric alignment rules; and
b) generating the CoMFA steric fields for each aligned molecular side chain.
8. The method of claim 7 further comprising after step b) the additional step of adding topomeric hydrogen bonding fields to the CoMFA fields.
9. A computer implemented method of applying a molecular structural descriptor to the molecular side chains derived from reactant molecules to determine similarity of shape comprising the following steps:
a) configuring the molecular side chains derived from reactant molecules into a standardized representative three dimensional conformation comprising the steps of:
(1) defining topomeric alignment rules;
(2) obtaining, or generating from two dimensional (2D) structural information, the three dimensional (3D) configuration of the molecular side chains represented by the three dimensional coordinates of the atoms comprising the side chains; and
(3) repositioning the relative positions of the atoms in the side chains by adjusting torsions according to the topomeric alignment rules; and
b) generating the CoMFA steric fields for each topomerically aligned molecular side chain; and
c) calculating the field differences between all pairs of molecular side chains wherein smaller field differences reflect greater similarity of shape.
10. The method of claim 9 further comprising after step b) the additional step of adding topomeric hydrogen bonding fields to the CoMFA fields.