Consensus docking: improving the reliability of docking in a virtual screening context

DR Houston, MD Walkinshaw - Journal of chemical information …, 2013 - ACS Publications
Structure-based virtual screening relies on scoring the predicted binding modes of
compounds docked into the target. Because the accuracy of this scoring relies on the …

Calculating an optimal box size for ligand docking and virtual screening against experimental and predicted binding pockets

WP Feinstein, M Brylinski - Journal of cheminformatics, 2015 - Springer
Background Computational approaches have emerged as an instrumental methodology in
modern research. For example, virtual screening by molecular docking is routinely used in …

AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading

O Trott, AJ Olson - Journal of computational chemistry, 2010 - Wiley Online Library
AutoDock Vina, a new program for molecular docking and virtual screening, is presented.
AutoDock Vina achieves an approximately two orders of magnitude speed‐up compared …

Evaluation of library ranking efficacy in virtual screening

M Kontoyianni, GS Sokol… - Journal of computational …, 2005 - Wiley Online Library
We present the results of a comprehensive study in which we explored how the docking
procedure affects the performance of a virtual screening approach. We used four docking …

Charting a path to success in virtual screening

S Forli - Molecules, 2015 - mdpi.com
Docking is commonly applied to drug design efforts, especially high-throughput virtual
screenings of small molecules, to identify new compounds that bind to a given target …

Lean-docking: exploiting ligands' predicted docking scores to accelerate molecular docking

F Berenger, A Kumar, KYJ Zhang… - Journal of Chemical …, 2021 - ACS Publications
In structure-based virtual screening (SBVS), a binding site on a protein structure is used to
search for ligands with favorable nonbonded interactions. Because it is computationally …

Evaluations of molecular docking programs for virtual screening

K Onodera, K Satou, H Hirota - Journal of chemical information …, 2007 - ACS Publications
Structure-based virtual screening is carried out using molecular docking programs. A
number of such docking programs are currently available, and the selection of docking …

Machine learning consensus scoring improves performance across targets in structure-based virtual screening

SS Ericksen, H Wu, H Zhang, LA Michael… - Journal of chemical …, 2017 - ACS Publications
In structure-based virtual screening, compound ranking through a consensus of scores from
a variety of docking programs or scoring functions, rather than ranking by scores from a …

How to do an evaluation: pitfalls and traps

PCD Hawkins, GL Warren, AG Skillman… - Journal of computer …, 2008 - Springer
The recent literature is replete with papers evaluating computational tools (often those
operating on 3D structures) for their performance in a certain set of tasks. Most commonly …

Community benchmarks for virtual screening

JJ Irwin - Journal of computer-aided molecular design, 2008 - Springer
Ligand enrichment among top-ranking hits is a key metric of virtual screening. To avoid bias,
decoys should resemble ligands physically, so that enrichment is not attributable to simple …