[HTML][HTML] Industrializing AI/ML during the end-to-end drug discovery process
Drug discovery aims to select proper targets and drug candidates to address unmet clinical
needs. The end-to-end drug discovery process includes all stages of drug discovery from …
needs. The end-to-end drug discovery process includes all stages of drug discovery from …
Performance and Analysis of the Alchemical Transfer Method for Binding-Free-Energy Predictions of Diverse Ligands
The Alchemical Transfer Method (ATM) is herein validated against the relative binding-free
energies (RBFEs) of a diverse set of protein–ligand complexes. We employed a streamlined …
energies (RBFEs) of a diverse set of protein–ligand complexes. We employed a streamlined …
Absolute binding free energy calculations improve enrichment of actives in virtual compound screening
We determined the effectiveness of absolute binding free energy (ABFE) calculations to
refine the selection of active compounds in virtual compound screening, a setting where the …
refine the selection of active compounds in virtual compound screening, a setting where the …
De novo design of drug-binding proteins with predictable binding energy and specificity
The de novo design of small molecule–binding proteins has seen exciting recent progress;
however, high-affinity binding and tunable specificity typically require laborious screening …
however, high-affinity binding and tunable specificity typically require laborious screening …
Relative binding free energy calculations for ligands with diverse scaffolds with the alchemical transfer method
We present an extension of the alchemical transfer method (ATM) for the estimation of
relative binding free energies of molecular complexes applicable to conventional, as well as …
relative binding free energies of molecular complexes applicable to conventional, as well as …
What to Make of Zero: Resolving the Statistical Noise from Conformational Reorganization in Alchemical Binding Free Energy Estimates with Metadynamics Sampling
S Khuttan, E Gallicchio - Journal of Chemical Theory and …, 2024 - ACS Publications
We introduce the self-relative binding free energy (self-RBFE) approach to evaluate the
intrinsic statistical variance of dual-topology alchemical binding free energy estimators. The …
intrinsic statistical variance of dual-topology alchemical binding free energy estimators. The …
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 …
Validation of the Alchemical Transfer Method for the Estimation of Relative Binding Affinities of Molecular Series
F Sabanés Zariquiey, A Pérez… - Journal of chemical …, 2023 - ACS Publications
The accurate prediction of protein–ligand binding affinities is crucial for drug discovery.
Alchemical free energy calculations have become a popular tool for this purpose. However …
Alchemical free energy calculations have become a popular tool for this purpose. However …
Taming multiple binding poses in alchemical binding free energy prediction: the β-cyclodextrin host–guest SAMPL9 blinded challenge
We apply the Alchemical Transfer Method (ATM) and a bespoke fixed partial charge force
field to the SAMPL9 bCD host–guest binding free energy prediction challenge that …
field to the SAMPL9 bCD host–guest binding free energy prediction challenge that …
Fast equilibration of water between buried sites and the bulk by molecular dynamics with parallel Monte Carlo water moves on graphical processing units
Molecular dynamics (MD) simulations of proteins are commonly used to sample from the
Boltzmann distribution of conformational states, with wide-ranging applications spanning …
Boltzmann distribution of conformational states, with wide-ranging applications spanning …