Perspective on the SAMPL and D3R blind prediction challenges for physics-based free energy methods

N Tielker, L Eberlein, O Beckstein… - Free Energy Methods …, 2021 - ACS Publications
Solvation and binding thermodynamics of a drug-like molecule is quantified by the
respective free energy (FE) change that governs physical properties like log P/log D and …

Quantum–mechanical property prediction of solvated drug molecules: what have we learned from a decade of SAMPL blind prediction challenges?

N Tielker, L Eberlein, G Hessler, KF Schmidt… - Journal of computer …, 2021 - Springer
Joint academic–industrial projects supporting drug discovery are frequently pursued to
deploy and benchmark cutting-edge methodical developments from academia in a real …

[PDF][PDF] Advancing predictive modeling through focused development of model systems to drive new modeling innovations

DL Mobley, JD Chodera, L Isaacs, BC Gibb - 2016 - escholarship.org
This work seeks to advance quantitative methods for biomolecular design, especially for
predicting biomolecular interactions, via a focused series of community blind prediction …

Relative binding free energy calculations in drug discovery: recent advances and practical considerations

Z Cournia, B Allen, W Sherman - Journal of chemical information …, 2017 - ACS Publications
Accurate in silico prediction of protein–ligand binding affinities has been a primary objective
of structure-based drug design for decades due to the putative value it would bring to the …

Methodological uncertainties in drug-receptor binding free energy predictions based on classical molecular dynamics

P Procacci - Current Opinion in Structural Biology, 2021 - Elsevier
Highlights•Computational approaches are becoming an essential tool in modern drug
design.•Development of automated workflows from docking to MD techniques for drug …

Taming multiple binding poses in alchemical binding free energy prediction: the β-cyclodextrin host–guest SAMPL9 blinded challenge

S Khuttan, S Azimi, JZ Wu, S Dick, C Wu… - Physical Chemistry …, 2023 - pubs.rsc.org
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 …

Recent developments in free energy calculations for drug discovery

E King, E Aitchison, H Li, R Luo - Frontiers in Molecular Biosciences, 2021 - frontiersin.org
The grand challenge in structure-based drug design is achieving accurate prediction of
binding free energies. Molecular dynamics (MD) simulations enable modeling of …

Automated relative binding free energy calculations from SMILES to ΔΔG

JH Moore, C Margreitter, JP Janet, O Engkvist… - Communications …, 2023 - nature.com
In drug discovery, computational methods are a key part of making informed design
decisions and prioritising experiments. In particular, optimizing compound affinity is a central …

Assessing the predictive power of relative binding free energy calculations for test cases involving displacement of binding site water molecules

J Wahl, M Smiesko - Journal of chemical information and …, 2019 - ACS Publications
Improved sampling methodologies, more accurate force fields, and access to longer
simulation time scales have led to an increased application of Relative Binding Free Energy …

SAMPL7 challenge overview: assessing the reliability of polarizable and non-polarizable methods for host-guest binding free energy calculations

M Amezcua, D Mobley - 2020 - chemrxiv.org
The SAMPL challenges focus on testing and driving progress of computational methods to
help guide pharmaceutical drug discovery. However, assessment of methods for predicting …