Alchemical transformations and beyond: Recent advances and real-world applications of free energy calculations in drug discovery
Computational methods constitute efficient strategies for screening and optimizing potential
drug molecules. A critical factor in this process is the binding affinity between candidate …
drug molecules. A critical factor in this process is the binding affinity between candidate …
Machine learning-accelerated quantum mechanics-based atomistic simulations for industrial applications
Atomistic simulations have become an invaluable tool for industrial applications ranging
from the optimization of protein-ligand interactions for drug discovery to the design of new …
from the optimization of protein-ligand interactions for drug discovery to the design of new …
[HTML][HTML] Best practices for alchemical free energy calculations [article v1. 0]
Alchemical free energy calculations are a useful tool for predicting free energy differences
associated with the transfer of molecules from one environment to another. The hallmark of …
associated with the transfer of molecules from one environment to another. The hallmark of …
Large scale relative protein ligand binding affinities using non-equilibrium alchemy
Ligand binding affinity calculations based on molecular dynamics (MD) simulations and non-
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …
Using AMBER18 for relative free energy calculations
With renewed interest in free energy methods in contemporary structure-based drug design,
there is a pressing need to validate against multiple targets and force fields to assess the …
there is a pressing need to validate against multiple targets and force fields to assess the …
Alchemical absolute protein–ligand binding free energies for drug design
The recent advances in relative protein–ligand binding free energy calculations have shown
the value of alchemical methods in drug discovery. Accurately assessing absolute binding …
the value of alchemical methods in drug discovery. Accurately assessing absolute binding …
[HTML][HTML] Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks [article v1. 0]
DF Hahn, CI Bayly, ML Boby… - Living journal of …, 2022 - ncbi.nlm.nih.gov
Free energy calculations are rapidly becoming indispensable in structure-enabled drug
discovery programs. As new methods, force fields, and implementations are developed …
discovery programs. As new methods, force fields, and implementations are developed …
Accurate prediction of GPCR ligand binding affinity with free energy perturbation
The computational prediction of relative binding free energies is a crucial goal for drug
discovery, and G protein-coupled receptors (GPCRs) are arguably the most important drug …
discovery, and G protein-coupled receptors (GPCRs) are arguably the most important drug …
Large scale study of ligand–protein relative binding free energy calculations: actionable predictions from statistically robust protocols
The accurate and reliable prediction of protein–ligand binding affinities can play a central
role in the drug discovery process as well as in personalized medicine. Of considerable …
role in the drug discovery process as well as in personalized medicine. Of considerable …
DeltaDelta neural networks for lead optimization of small molecule potency
The capability to rank different potential drug molecules against a protein target for potency
has always been a fundamental challenge in computational chemistry due to its importance …
has always been a fundamental challenge in computational chemistry due to its importance …