From computer-aided drug discovery to computer-driven drug discovery

L Frye, S Bhat, K Akinsanya, R Abel - Drug Discovery Today: Technologies, 2021 - Elsevier
Computational chemistry and structure-based design have traditionally been viewed as a
subset of tools that could aid acceleration of the drug discovery process, but were not …

[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 …

Alchemical binding free energy calculations in AMBER20: Advances and best practices for drug discovery

TS Lee, BK Allen, TJ Giese, Z Guo, P Li… - Journal of Chemical …, 2020 - ACS Publications
Predicting protein–ligand binding affinities and the associated thermodynamics of
biomolecular recognition is a primary objective of structure-based drug design. Alchemical …

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 …

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 …

Assessment of binding affinity via alchemical free-energy calculations

M Kuhn, S Firth-Clark, P Tosco, ASJS Mey… - Journal of Chemical …, 2020 - ACS Publications
Free-energy calculations have seen increased usage in structure-based drug design.
Despite the rising interest, automation of the complex calculations and subsequent analysis …

End-to-end differentiable construction of molecular mechanics force fields

Y Wang, J Fass, B Kaminow, JE Herr, D Rufa… - Chemical …, 2022 - pubs.rsc.org
Molecular mechanics (MM) potentials have long been a workhorse of computational
chemistry. Leveraging accuracy and speed, these functional forms find use in a wide variety …

[HTML][HTML] Optimizing active learning for free energy calculations

J Thompson, WP Walters, JA Feng, NA Pabon… - Artificial Intelligence in …, 2022 - Elsevier
Abstract While Relative Binding Free Energy (RBFE) calculations have become a mainstay
in lead optimization programs, the computational expense of performing these calculations …

Evolution of alchemical free energy methods in drug discovery

LF Song, KM Merz Jr - Journal of Chemical Information and …, 2020 - ACS Publications
The goal of the present manuscript is to succinctly trace the key technological steps in the
evolution of alchemical free energy methods (AFEMs) from a purely theoretical construct to a …

Fast, accurate, and reliable protocols for routine calculations of protein–ligand binding affinities in drug design projects using AMBER GPU-TI with ff14SB/GAFF

X He, S Liu, TS Lee, B Ji, VH Man, DM York… - ACS omega, 2020 - ACS Publications
Accurate prediction of the absolute or relative protein–ligand binding affinity is one of the
major tasks in computer-aided drug design projects, especially in the stage of lead …