Protein–ligand docking in the machine-learning era
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 …
based virtual screening (VS) to hit-to-lead optimization, and its capability and predictive …
Virtual screening in drug discovery-a computational perspective
AS Reddy, SP Pati, PP Kumar… - Current Protein and …, 2007 - ingentaconnect.com
Virtual screening emerged as an important tool in our quest to access novel drug like
compounds. There are a wide range of comparable and contrasting methodological …
compounds. There are a wide range of comparable and contrasting methodological …
Comparison of shape-matching and docking as virtual screening tools
PCD Hawkins, AG Skillman… - Journal of medicinal …, 2007 - ACS Publications
Ligand docking is a widely used approach in virtual screening. In recent years a large
number of publications have appeared in which docking tools are compared and evaluated …
number of publications have appeared in which docking tools are compared and evaluated …
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 …
Integrated molecular modeling and machine learning for drug design
Modern therapeutic development often involves several stages that are interconnected, and
multiple iterations are usually required to bring a new drug to the market. Computational …
multiple iterations are usually required to bring a new drug to the market. Computational …
Molecular docking algorithms
R Dias, J de Azevedo, F Walter - Current drug targets, 2008 - ingentaconnect.com
By means of virtual screening of small molecules databases it is possible to identify new
potential inhibitors against a target of interest. Molecular docking is a computer simulation …
potential inhibitors against a target of interest. Molecular docking is a computer simulation …
Druggable pockets and binding site centric chemical space: a paradigm shift in drug discovery
S Pérot, O Sperandio, MA Miteva, AC Camproux… - Drug discovery today, 2010 - Elsevier
Detection, comparison and analyses of binding pockets are pivotal to structure-based drug
design endeavors, from hit identification, screening of exosites and de-orphanization of …
design endeavors, from hit identification, screening of exosites and de-orphanization of …
Scoring functions for protein-ligand docking
AN Jain - Current Protein and Peptide Science, 2006 - ingentaconnect.com
Virtual screening by molecular docking has become established as a method for drug lead
discovery and optimization. All docking algorithms make use of a scoring function in …
discovery and optimization. All docking algorithms make use of a scoring function in …
An alternative method for the evaluation of docking performance: RSR vs RMSD
A new assessment criterion for docking poses is proposed in which experimental electron
density is taken into account when evaluating the ability of docking programs to reproduce …
density is taken into account when evaluating the ability of docking programs to reproduce …
Critical assessment of the automated AutoDock as a new docking tool for virtual screening
H Park, J Lee, S Lee - Proteins: Structure, Function, and …, 2006 - Wiley Online Library
A major problem in virtual screening concerns the accuracy of the binding free energy
between a target protein and a putative ligand. Here we report an example supporting the …
between a target protein and a putative ligand. Here we report an example supporting the …