Methods of calculating differences of binding affinities between congeneric pairs of ligands by way of a displaced solvent functional
View Patent ↗Described is a technique to exhaustively enumerate the thermodynamic properties of the water molecules solvating the active site of a protein in its apostate and calculate the relative binding affinities of congeneric compounds that bind to this protein. The subject matter includes sampling the configurations of the solvating water in the active site; extracting the thermodynamic information about the solvating water from these configurations by clustering the observed water configurations into regions of high water occupancy (e.g., “hydration sites”), computing the average system interaction energies of water molecules occupying the various hydrations sites, computing excess entropies of water molecules occupying the hydration sites; constructing a 3 dimensional hydration thermodynamics map of the protein active site; and computing relative binding affinities of congeneric ligands based on the principle that tighter binding ligands can displace more entropically structured and energetically depleted hydration sites from the active site into the bulk fluid.
1. A method of constructing a 3 dimensional hydration thermodynamics map of a receptor, comprising:
(a) calculating local statistical thermodynamic properties of water molecules solvating the receptor, wherein the calculating comprises using a computer processor; and
(b) visualizing the local statistical thermodynamic properties of the water molecules as hydration sites against the backdrop of the receptor.
2. The method of claim 1 , wherein the calculating comprises:
(c) sampling configurations of the water solvating a receptor; and
(d) extracting thermodynamic information about the solvating water from the configurations including:
(i) automatically partitioning observed water configurations into hydration sites,
(ii) computing average system interaction energies of water molecules occupying the hydration sites, and
(iii) computing excess entropies of the water molecules occupying the hydration sites.
3. The method of claim 1 , wherein the hydration sites are displayed against the backdrop of the receptor when the energetic and entropic properties are above or below one or more cutoff values.
4. The method of claim 1 , wherein a color code is used to represent the energetic and entropic properties of the displayed hydration sites.
5. The method of claim 1 , further comprising: (e) visualizing a ligand in the receptor superimposed with the hydration sites.