Recent developments in free energy calculations for drug discovery
The grand challenge in structure-based drug design is achieving accurate prediction of
binding free energies. Molecular dynamics (MD) simulations enable modeling of …
binding free energies. Molecular dynamics (MD) simulations enable modeling of …
A cloud computing platform for scalable relative and absolute binding free energy predictions: New opportunities and challenges for drug discovery
Free energy perturbation (FEP) has become widely used in drug discovery programs for
binding affinity prediction between candidate compounds and their biological targets …
binding affinity prediction between candidate compounds and their biological targets …
A fully differentiable ligand pose optimization framework guided by deep learning and a traditional scoring function
The recently reported machine learning-or deep learning-based scoring functions (SFs)
have shown exciting performance in predicting protein–ligand binding affinities with fruitful …
have shown exciting performance in predicting protein–ligand binding affinities with fruitful …
CHARMM-GUI free energy calculator for absolute and relative ligand solvation and binding free energy simulations
Alchemical free energy simulations have long been utilized to predict free energy changes
for binding affinity and solubility of small molecules. However, while the theoretical …
for binding affinity and solubility of small molecules. However, while the theoretical …
Free energy methods in drug discovery—introduction
Complete understanding of most, if not all chemical processes requires at its very core the
knowledge of the underlying free-energy change. In computer-aided drug design, for …
knowledge of the underlying free-energy change. In computer-aided drug design, for …
Meta-analysis reveals that absolute binding free-energy calculations approach chemical accuracy
H Fu, Y Zhou, X **g, X Shao, W Cai - Journal of Medicinal …, 2022 - ACS Publications
Systematic and quantitative analysis of the reliability of formally exact methods that in silico
calculate absolute protein–ligand binding free energies remains lacking. Here, we provide …
calculate absolute protein–ligand binding free energies remains lacking. Here, we provide …
Exploring the minimum-energy pathways and free-energy profiles of enzymatic reactions with QM/MM calculations
Understanding molecular mechanisms of enzymatic reactions is of vital importance in
biochemistry and biophysics. Here, we introduce new functions of hybrid quantum …
biochemistry and biophysics. Here, we introduce new functions of hybrid quantum …
Use of multistate Bennett acceptance ratio method for free-energy calculations from enhanced sampling and free-energy perturbation
Multistate Bennett acceptance ratio (MBAR) works as a method to analyze molecular
dynamics (MD) simulation data after the simulations have been finished. It is widely used to …
dynamics (MD) simulation data after the simulations have been finished. It is widely used to …
3D-RISM-AI: a machine learning approach to predict protein–ligand binding affinity using 3D-RISM
K Osaki, T Ekimoto, T Yamane… - The Journal of Physical …, 2022 - ACS Publications
Hydration free energy (HFE) is a key factor in improving protein–ligand binding free energy
(BFE) prediction accuracy. The HFE itself can be calculated using the three-dimensional …
(BFE) prediction accuracy. The HFE itself can be calculated using the three-dimensional …
Assessing the martini 3 protein model: A review of its path and potential
Coarse-grained (CG) protein models have become indispensable tools for studying many
biological protein details, from conformational dynamics to the organization of protein macro …
biological protein details, from conformational dynamics to the organization of protein macro …