Scope and limitation of ligand docking: methods, scoring functions and protein targets

L David, PA Nielsen, M Hedstrom… - … Computer-Aided Drug …, 2005 - ingentaconnect.com
The amount of resolved X-ray structures of protein-ligand complexes have exploded during
the last decade. This has initiated much improvement of docking methods by an advanced …

Mean-force scoring functions for protein–ligand binding

SY Huang, X Zou - Annual Reports in Computational Chemistry, 2010 - Elsevier
The scoring function is one of the key issues in protein–ligand docking for structure-based
drug design. Despite considerable success in the past decades, the scoring problem …

Can we rely on computational predictions to correctly identify ligand binding sites on novel protein drug targets? Assessment of binding site prediction methods and a …

NK Broomhead, ME Soliman - Cell biochemistry and biophysics, 2017 - Springer
In the field of medicinal chemistry there is increasing focus on identifying key proteins whose
biochemical functions can firmly be linked to serious diseases. Such proteins become …

Computationally predicting binding affinity in protein–ligand complexes: free energy-based simulations and machine learning-based scoring functions

DD Wang, M Zhu, H Yan - Briefings in bioinformatics, 2021 - academic.oup.com
Accurately predicting protein–ligand binding affinities can substantially facilitate the drug
discovery process, but it remains as a difficult problem. To tackle the challenge, many …

[PDF][PDF] Comments on “leave-cluster-out cross-validation is appropriate for scoring functions derived from diverse protein data sets”: Significance for the validation of …

PJ Ballester, JBO Mitchell - Journal of chemical information and …, 2011 - ACS Publications
Recently, Kramer and Gedeck published an article1 in this journal which referred
extensively to our previous work on the scoring function RF-Score. 2 This machine learning …

Robust optimization of scoring functions for a target class

MHJ Seifert - Journal of computer-aided molecular design, 2009 - Springer
Target-specific optimization of scoring functions for protein–ligand docking is an effective
method for significantly improving the discrimination of active and inactive molecules in …

Binding site detection and druggability prediction of protein targets for structure-based drug design

Y Yuan, J Pei, L Lai - Current pharmaceutical design, 2013 - ingentaconnect.com
Assessing whether a protein structure is a good target or not before actually doing structure-
based drug design on it is an important step to speed up the ligand discovery process. This …

Assessing scoring functions for protein− ligand interactions

P Ferrara, H Gohlke, DJ Price, G Klebe… - Journal of medicinal …, 2004 - ACS Publications
An assessment of nine scoring functions commonly applied in docking using a set of 189
protein− ligand complexes is presented. The scoring functions include the CHARMm …

Prediction of sub-cavity binding preferences using an adaptive physicochemical structure representation

I Wallach, RH Lilien - Bioinformatics, 2009 - academic.oup.com
Motivation: The ability to predict binding profiles for an arbitrary protein can significantly
improve the areas of drug discovery, lead optimization and protein function prediction. At …

The interprotein scoring noises in glide docking scores

W Wang, X Zhou, W He, Y Fan… - Proteins: Structure …, 2012 - Wiley Online Library
Small molecule drugs are rarely selective enough to interact solely with their designated
targets. Unintended “off‐target” interactions often lead to side effects, but also …