ArticleJournal of chemical information and modeling2013
Combining solvent thermodynamic profiles with functionality maps of the Hsp90 binding site to predict the displacement of water molecules.
Article in Journal of chemical information and modeling, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 44 citations in OpenAlex.
- Indazole to 2-Cyanoindole Scaffold Progression for Mycobacterial Lipoamide Dehydrogenase Inhibitors Achieves Extended Target Residence Time and Improved Antibacterial Activity.Angewandte Chemie (International ed. in English) · 2024Article
- WaterKit: Thermodynamic Profiling of Protein Hydration Sites.Journal of chemical theory and computation · 2023Article
- Large-Scale Ligand Perturbations of the Protein Conformational Landscape Reveal State-Specific Interaction Hotspots.Journal of medicinal chemistry · 2022Article
- Water Networks Repopulate Protein-Ligand Interfaces with Temperature.Angewandte Chemie (International ed. in English) · 2022Article
- WaterMap and Molecular Dynamic Simulation-Guided Discovery of Potential PAK1 Inhibitors Using Repurposing Approaches.ACS omega · 2021Article
- Comparing Fragment Binding Poses Prediction Using HSP90 as a Key Study: When Bound Water Makes the Difference.Molecules (Basel, Switzerland) · 2020Article
- Article
- Predicting Displaceable Water Sites Using Mixed-Solvent Molecular Dynamics.Journal of chemical information and modeling · 2018Article
- The Role of Interfacial Water in Protein-Ligand Binding: Insights from the Indirect Solvent Mediated Potential of Mean Force.Journal of chemical theory and computation · 2018Article
- Relationship between Solvation Thermodynamics from IST and DFT Perspectives.The journal of physical chemistry. B · 2017Review
- Determinants of Macromolecular Specificity from Proteomics-Derived Peptide Substrate Data.Current protein & peptide science · 2017Review
- Studying the role of cooperative hydration in stabilizing folded protein states.Journal of structural biology · 2016Article
- AutoDock-GIST: Incorporating Thermodynamics of Active-Site Water into Scoring Function for Accurate Protein-Ligand Docking.Molecules (Basel, Switzerland) · 2016Article
- Large scale free energy calculations for blind predictions of protein-ligand binding: the D3R Grand Challenge 2015.Journal of computer-aided molecular design · 2016Article
- Spatial Decomposition of Translational Water-Water Correlation Entropy in Binding Pockets.Journal of chemical theory and computation · 2016Article
- Estimation of Solvation Entropy and Enthalpy via Analysis of Water Oxygen-Hydrogen Correlations.Journal of chemical theory and computation · 2015Article
- Overcoming Chemical, Biological, and Computational Challenges in the Development of Inhibitors Targeting Protein-Protein Interactions.Chemistry & biology · 2015Review
- Analysis of factors influencing hydration site prediction based on molecular dynamics simulations.Journal of chemical information and modeling · 2014Article
- Thermodynamics of Water in an Enzyme Active Site: Grid-Based Hydration Analysis of Coagulation Factor Xa.Journal of chemical theory and computation · 2014Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
Abstract
Intermolecular interactions in the aqueous phase must compete with the interactions between the two binding partners and their solvating water molecules. In biological systems, water molecules in protein binding sites cluster at well-defined hydration sites and can form strong hydrogen-bonding interactions with backbone and side-chain atoms. Displacement of such water molecules is only favorable when the ligand can form strong compensating hydrogen bonds. Conversely, water molecules in hydrophobic regions of protein binding sites make only weak interactions, and the requirements for favorable displacement are less stringent. The propensity of water molecules for displacement can be identified using inhomogeneous fluid solvation theory (IFST), a statistical mechanical method that decomposes the solvation free energy of a solute into the contributions from different spatial regions and identifies potential binding hotspots. In this study, we employed IFST to study the displacement of water molecules from the ATP binding site of Hsp90, using a test set of 103 ligands. The predicted contribution of a hydration site to the hydration free energy was found to correlate well with the observed displacement. Additionally, we investigated if this correlation could be improved by using the energetic scores of favorable probe groups binding at the location of hydration sites, derived from a multiple copy simultaneous search (MCSS) method. The probe binding scores were not highly predictive of the observed displacement and did not improve the predictivity when used in combination with IFST-based hydration free energies. The results show that IFST alone can be used to reliably predict the observed displacement of water molecules in Hsp90. However, MCSS can augment IFST calculations by suggesting which functional groups should be used to replace highly displaceable water molecules. Such an approach could be very useful in improving the hit-to-lead process for new drug targets.
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