Directory of useful decoys, enhanced (DUD-E): better ligands and decoys for better benchmarking
MM Mysinger, M Carchia, JJ Irwin… - Journal of medicinal …, 2012 - ACS Publications
A key metric to assess molecular docking remains ligand enrichment against challenging
decoys. Whereas the directory of useful decoys (DUD) has been widely used, clear areas for …
decoys. Whereas the directory of useful decoys (DUD) has been widely used, clear areas for …
Benchmarking sets for molecular docking
Ligand enrichment among top-ranking hits is a key metric of molecular docking. To avoid
bias, decoys should resemble ligands physically, so that enrichment is not simply a …
bias, decoys should resemble ligands physically, so that enrichment is not simply a …
Automated docking screens: a feasibility study
JJ Irwin, BK Shoichet, MM Mysinger… - Journal of medicinal …, 2009 - ACS Publications
Molecular docking is the most practical approach to leverage protein structure for ligand
discovery, but the technique retains important liabilities that make it challenging to deploy on …
discovery, but the technique retains important liabilities that make it challenging to deploy on …
Property-unmatched decoys in docking benchmarks
Enrichment of ligands versus property-matched decoys is widely used to test and optimize
docking library screens. However, the unconstrained optimization of enrichment alone can …
docking library screens. However, the unconstrained optimization of enrichment alone can …
Converging a Knowledge-Based Scoring Function: DrugScore2018
J Dittrich, D Schmidt, C Pfleger… - Journal of chemical …, 2018 - ACS Publications
We present DrugScore2018, a new version of the knowledge-based scoring function
DrugScore, which builds upon the same formalism used to derive DrugScore but exploits a …
DrugScore, which builds upon the same formalism used to derive DrugScore but exploits a …
DOCKSTRING: easy molecular docking yields better benchmarks for ligand design
The field of machine learning for drug discovery is witnessing an explosion of novel
methods. These methods are often benchmarked on simple physicochemical properties …
methods. These methods are often benchmarked on simple physicochemical properties …
DOCK 6: Impact of new features and current docking performance
This manuscript presents the latest algorithmic and methodological developments to the
structure‐based design program DOCK 6.7 focused on an updated internal energy function …
structure‐based design program DOCK 6.7 focused on an updated internal energy function …
Surflex-Dock 2.1: robust performance from ligand energetic modeling, ring flexibility, and knowledge-based search
AN Jain - Journal of computer-aided molecular design, 2007 - Springer
The Surflex flexible molecular docking method has been generalized and extended in two
primary areas related to the search component of docking. First, incorporation of a small …
primary areas related to the search component of docking. First, incorporation of a small …
Ligand pose and orientational sampling in molecular docking
Molecular docking remains an important tool for structure-based screening to find new
ligands and chemical probes. As docking ambitions grow to include new scoring function …
ligands and chemical probes. As docking ambitions grow to include new scoring function …
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 …
search for ligands with favorable nonbonded interactions. Because it is computationally …