5 research outputs found
Quantitative models of biomolecular hydration thermodynamics
This thesis explores the use of cell theory calculations to characterise hydration thermodynamics
in small molecules (cations, ions, hydrophobic molecules), proteins and
protein-ligand complexes. Cell theory uses the average energies, forces and torques of
a water molecule measured in its molecular frame of reference to parameterise a harmonic
potential. From this harmonic potential analytical expressions for entropies and
enthalpies are derived. In order to spatially resolve these thermodynamic quantities
grid points are used to store the forces, torques, and energies of nearby waters which
giving rise to the new grid cell theory (GCT) model. GCT allows one to monitor hydration
thermodynamics at heterogeneous environments such as that of a protein surface.
Through an understanding of the hydration thermodynamics around the protein and
particularly around binding sites, robust protein-ligand scoring functions are created to
estimate and rank protein-ligand binding affinities. GCT was then able to retrospectively
rationalise the structure activity relationships made during lead optimisation of
various ligand-protein systems including Hsp90, FXa, scytalone dehydratase among
others. As well as this it was also used to analyse water behaviour in various protein
environments with a dataset of 17 proteins. The grid cell theory implementation provides
a theoretical framework which can aid the iterative design of ligands during the
drug discovery and lead optimisation processes, and can provide insight into the effect
of protein environment to hydration thermodynamics in general
Assessment of Hydration Thermodynamics at Protein Interfaces with Grid Cell Theory
Molecular
dynamics simulations have been analyzed with the Grid
Cell Theory (GCT) method to spatially resolve the binding enthalpies
and entropies of water molecules at the interface of 17 structurally
diverse proteins. Correlations between computed energetics and structural
descriptors have been sought to facilitate the development of simple
models of protein hydration. Little correlation was found between
GCT-computed binding enthalpies and continuum electrostatics calculations.
A simple count of contacts with functional groups in charged amino
acids correlates well with enhanced water stabilization, but the stability
of water near hydrophobic and polar residues depends markedly on its
coordination environment. The positions of X-ray-resolved water molecules
correlate with computed high-density hydration sites, but many unresolved
waters are significantly stabilized at the protein surfaces. A defining
characteristic of ligand-binding pockets compared to nonbinding pockets
was a greater solvent-accessible volume, but average water thermodynamic
properties were not distinctive from other interfacial regions. Interfacial
water molecules are frequently stabilized by enthalpy and destabilized
entropy with respect to bulk, but counter-examples occasionally occur.
Overall detailed inspection of the local coordinating environment
appears necessary to gauge the thermodynamic stability of water in
protein structures