Alchemical transformations and beyond: Recent advances and real-world applications of free energy calculations in drug discovery

R Qian, J Xue, Y Xu, J Huang - Journal of Chemical Information …, 2024 - ACS Publications
Computational methods constitute efficient strategies for screening and optimizing potential
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

T Morawietz, N Artrith - Journal of Computer-Aided Molecular Design, 2021 - Springer
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 …

[HTML][HTML] Best practices for alchemical free energy calculations [article v1. 0]

ASJS Mey, BK Allen, HEB Macdonald… - Living journal of …, 2020 - ncbi.nlm.nih.gov
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 …

Large scale relative protein ligand binding affinities using non-equilibrium alchemy

V Gapsys, L Pérez-Benito, M Aldeghi, D Seeliger… - Chemical …, 2020 - pubs.rsc.org
Ligand binding affinity calculations based on molecular dynamics (MD) simulations and non-
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …

Using AMBER18 for relative free energy calculations

LF Song, TS Lee, C Zhu, DM York… - Journal of chemical …, 2019 - ACS Publications
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 …

Alchemical absolute protein–ligand binding free energies for drug design

Y Khalak, G Tresadern, M Aldeghi, HM Baumann… - Chemical …, 2021 - pubs.rsc.org
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 …

[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 …

Accurate prediction of GPCR ligand binding affinity with free energy perturbation

F Deflorian, L Perez-Benito, EB Lenselink… - Journal of Chemical …, 2020 - ACS Publications
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 …

Large scale study of ligand–protein relative binding free energy calculations: actionable predictions from statistically robust protocols

AP Bhati, PV Coveney - Journal of Chemical Theory and …, 2022 - ACS Publications
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 …

DeltaDelta neural networks for lead optimization of small molecule potency

J Jiménez-Luna, L Pérez-Benito, G Martinez-Rosell… - Chemical …, 2019 - pubs.rsc.org
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 …