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 …
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 …
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
This work seeks to advance quantitative methods for biomolecular design, especially for
predicting biomolecular interactions, via a focused series of community blind prediction …
predicting biomolecular interactions, via a focused series of community blind prediction …
Relative binding free energy calculations in drug discovery: recent advances and practical considerations
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 …
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 …
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
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 …
Recent developments in free energy calculations for drug discovery
The grand challenge in structure-based drug design is achieving accurate prediction of
binding free energies. Molecular dynamics (MD) simulations enable modeling of …
binding free energies. Molecular dynamics (MD) simulations enable modeling of …
Automated relative binding free energy calculations from SMILES to ΔΔG
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 …
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
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 …
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 …
help guide pharmaceutical drug discovery. However, assessment of methods for predicting …