Comparison of several molecular docking programs: pose prediction and virtual screening accuracy

JB Cross, DC Thompson, BK Rai… - Journal of chemical …, 2009 - ACS Publications
Molecular docking programs are widely used modeling tools for predicting ligand binding
modes and structure based virtual screening. In this study, six molecular docking programs …

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 …

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 …

Maximum unbiased validation (MUV) data sets for virtual screening based on PubChem bioactivity data

SG Rohrer, K Baumann - Journal of chemical information and …, 2009 - ACS Publications
Refined nearest neighbor analysis was recently introduced for the analysis of virtual
screening benchmark data sets. It constitutes a technique from the field of spatial statistics …

Surflex-Dock: Docking benchmarks and real-world application

R Spitzer, AN Jain - Journal of computer-aided molecular design, 2012 - Springer
Benchmarks for molecular docking have historically focused on re-docking the cognate
ligand of a well-determined protein–ligand complex to measure geometric pose prediction …

Property-unmatched decoys in docking benchmarks

RM Stein, Y Yang, TE Balius, MJ O'Meara… - Journal of chemical …, 2021 - ACS Publications
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 …

A machine learning-based method to improve docking scoring functions and its application to drug repurposing

SL Kinnings, N Liu, PJ Tonge… - Journal of chemical …, 2011 - ACS Publications
Docking scoring functions are notoriously weak predictors of binding affinity. They typically
assign a common set of weights to the individual energy terms that contribute to the overall …

Towards an integrated description of hydrogen bonding and dehydration: decreasing false positives in virtual screening with the HYDE scoring function

I Reulecke, G Lange, J Albrecht… - ChemMedChem …, 2008 - Wiley Online Library
We developed a new empirical scoring function, HYDE, for the evaluation of protein–ligand
complexes. HYDE estimates binding free energy based on two terms for dehydration and …

Molecular docking of intercalators and groove-binders to nucleic acids using Autodock and Surflex

PA Holt, JB Chaires, JO Trent - Journal of chemical information …, 2008 - ACS Publications
The molecular docking tools Autodock and Surflex accurately reproduce the crystallographic
structures of a collection of small molecule ligands that have been shown to bind nucleic …

Lead finder: An approach to improve accuracy of protein− ligand docking, binding energy estimation, and virtual screening

OV Stroganov, FN Novikov, VS Stroylov… - Journal of Chemical …, 2008 - ACS Publications
An innovative molecular docking algorithm and three specialized high accuracy scoring
functions are introduced in the Lead Finder docking software. Lead Finder's algorithm for …