Assessment of docking poses: interactions-based accuracy classification (IBAC) versus crystal structure deviations

RT Kroemer, A Vulpetti, JJ McDonald… - Journal of Chemical …, 2004 - ACS Publications
Six docking programs (FlexX, GOLD, ICM, LigandFit, the Northwestern University version of
DOCK, and QXP) were evaluated in terms of their ability to reproduce experimentally …

[HTML][HTML] SCORCH: improving structure-based virtual screening with machine learning classifiers, data augmentation, and uncertainty estimation

M McGibbon, S Money-Kyrle, V Blay… - Journal of Advanced …, 2023 - Elsevier
Introduction The discovery of a new drug is a costly and lengthy endeavour. The
computational prediction of which small molecules can bind to a protein target can …

D3R grand challenge 4: blind prediction of protein–ligand poses, affinity rankings, and relative binding free energies

CD Parks, Z Gaieb, M Chiu, H Yang, C Shao… - Journal of computer …, 2020 - Springer
Abstract The Drug Design Data Resource (D3R) aims to identify best practice methods for
computer aided drug design through blinded ligand pose prediction and affinity challenges …

DoMCoSAR: A Novel Approach for Establishing the Docking Mode That Is Consistent with the Structure− Activity Relationship. Application to HIV-1 Protease Inhibitors …

M Vieth, DJ Cummins - Journal of medicinal chemistry, 2000 - ACS Publications
DoMCoSAR is a novel approach for statistically determining the do cking m ode that is co
nsistent with as tructure− a ctivity r elationship. The approach establishes the binding mode …

Comparative assessment of scoring functions on an updated benchmark: 2. Evaluation methods and general results

Y Li, L Han, Z Liu, R Wang - Journal of chemical information and …, 2014 - ACS Publications
Our comparative assessment of scoring functions (CASF) benchmark is created to provide
an objective evaluation of current scoring functions. The key idea of CASF is to compare the …

Comparative assessment of scoring functions on an updated benchmark: 1. Compilation of the test set

Y Li, Z Liu, J Li, L Han, J Liu, Z Zhao… - Journal of chemical …, 2014 - ACS Publications
Scoring functions are often applied in combination with molecular docking methods to
predict ligand binding poses and ligand binding affinities or to identify active compounds …

[HTML][HTML] Efficient conformational sampling and weak scoring in docking programs? Strategy of the wisdom of crowds

L Chaput, L Mouawad - Journal of cheminformatics, 2017 - Springer
Background In drug design, an efficient structure-based optimization of a ligand needs the
precise knowledge of the protein–ligand interactions. In the absence of experimental …

[PDF][PDF] Rescoring ligand docking poses

S Zhong, Y Zhang, Z Xiu - Curr Opin Drug Discov Devel, 2010 - researchgate.net
The ranking of ligand docking poses according to certain scoring systems to identify the best
fit is the most important step in virtual database screening for drug discovery. By focusing on …

Docking ligands into flexible and solvated macromolecules. 4. Are popular scoring functions accurate for this class of proteins?

P Englebienne, N Moitessier - Journal of Chemical Information …, 2009 - ACS Publications
In our previous report, we investigated the impact of protein flexibility and the presence of
water molecules on the pose-prediction accuracy of major docking programs. To complete …

Cov_DOX: a method for structure prediction of covalent protein–ligand bindings

L Wei, Y Chen, J Liu, L Rao, Y Ren… - Journal of Medicinal …, 2022 - ACS Publications
A handful of molecular docking tools have been extended to enable a covalent docking.
However, all of them face the challenge brought by the covalent bond between proteins and …