Protein–ligand docking in the machine-learning era

C Yang, EA Chen, Y Zhang - Molecules, 2022 - mdpi.com
Molecular docking plays a significant role in early-stage drug discovery, from structure-
based virtual screening (VS) to hit-to-lead optimization, and its capability and predictive …

Improvements, trends, and new ideas in molecular docking: 2012–2013 in review

E Yuriev, J Holien, PA Ramsland - Journal of Molecular …, 2015 - Wiley Online Library
Molecular docking is a computational method for predicting the placement of ligands in the
binding sites of their receptor (s). In this review, we discuss the methodological …

PTRAJ and CPPTRAJ: software for processing and analysis of molecular dynamics trajectory data

DR Roe, TE Cheatham III - Journal of chemical theory and …, 2013 - ACS Publications
We describe PTRAJ and its successor CPPTRAJ, two complementary, portable, and freely
available computer programs for the analysis and processing of time series of three …

DOCK 6: Impact of new features and current docking performance

WJ Allen, TE Balius, S Mukherjee… - Journal of …, 2015 - Wiley Online Library
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 …

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 …

Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening

L Chen, A Cruz, S Ramsey, CJ Dickson, JS Duca… - PloS one, 2019 - journals.plos.org
Recently much effort has been invested in using convolutional neural network (CNN)
models trained on 3D structural images of protein-ligand complexes to distinguish binding …

A consistent description of HYdrogen bond and DEhydration energies in protein–ligand complexes: methods behind the HYDE scoring function

N Schneider, G Lange, S Hindle, R Klein… - Journal of computer …, 2013 - Springer
The estimation of free energy of binding is a key problem in structure-based design. We
developed the scoring function HYDE based on a consistent description of HYdrogen bond …

Relevance of molecular docking studies in drug designing

R Jakhar, M Dangi, A Khichi… - Current …, 2020 - ingentaconnect.com
Molecular Docking is used to positioning the computer-generated 3D structure of small
ligands into a receptor structure in a variety of orientations, conformations and positions …

Covalent docking of large libraries for the discovery of chemical probes

N London, RM Miller, JJ Irwin, O Eidam, L Gibold… - Biophysical …, 2014 - cell.com
Chemical probes that form a covalent bond with a protein target often show enhanced
selectivity, potency, and utility for biological studies. Despite these advantages, protein …

Protein-ligand docking in the new millennium–a retrospective of 10 years in the field

SF Sousa, AJM Ribeiro, JTS Coimbra… - Current medicinal …, 2013 - ingentaconnect.com
Protein-ligand docking is currently an important tool in drug discovery efforts and an active
area of research that has been the subject of important developments over the last decade …