Calculation of protein-ligand binding affinities

MK Gilson, HX Zhou - Annu. Rev. Biophys. Biomol. Struct., 2007 - annualreviews.org
… are not yet clear, though one study provides evidence that soft docking yields worse
enrichment of known ligands than does docking into multiple structures of the receptor (39). …

The PDBbind database: Collection of binding affinities for protein− ligand complexes with known three-dimensional structures

R Wang, X Fang, Y Lu, S Wang - Journal of medicinal chemistry, 2004 - ACS Publications
… for binding affinity data of these 5671 protein−ligand complexes in … Fortunately, almost every
structure deposited in PDB is … If a PDB structure is indeed a protein−ligand complex and if …

Recent improvements to Binding MOAD: a resource for protein–ligand binding affinities and structures

A Ahmed, RD Smith, JJ Clark, JB Dunbar Jr… - Nucleic acids …, 2015 - academic.oup.com
… high-quality protein–ligand complexes and associated binding affinity data. Binding MOAD
has … Currently, it contains 23 269 complexes and 8156 binding affinities. Our annual updates …

Ligand binding affinities from MD simulations

J Åqvist, VB Luzhkov, BO Brandsdal - Accounts of chemical …, 2002 - ACS Publications
… have emerged as a useful tool in structure-based ligand design. Here we give an … ligand
binding free energies from molecular dynamics simulations. A notable feature is that the binding

The maximal affinity of ligands

ID Kuntz, K Chen, KA Sharp… - Proceedings of the …, 1999 - National Acad Sciences
… understanding binding affinities across the entire set of ligands. Interesting outliers that bind
… If the ligand structure is only partially buried, smaller values are found. If we assume that the …

Assessment of programs for ligand binding affinity prediction

R Kim, J Skolnick - Journal of computational chemistry, 2008 - Wiley Online Library
… Also, because the programs examined in this study could not consistently predict ligand
binding affinities even with X-ray complex structures, the question of whether rigid-receptor …

On the frustration to predict binding affinities from protein–ligand structures with deep neural networks

M Volkov, JA Turk, N Drizard, N Martin… - Journal of medicinal …, 2022 - ACS Publications
ligand structures and binding affinity. The first deep neural networks (DNNs) to predict binding
affinities were convolutional neural networks (CNNs) reading a protein–ligand complex as …

Ligand-binding affinity estimates supported by quantum-mechanical methods

U Ryde, P Soderhjelm - Chemical Reviews, 2016 - ACS Publications
… to predict the structure of the ligand–receptor complex and estimate the binding affinity
using these energy functions. The most commonly used one is to change the structure until a …

BindingDB: a web-accessible database of experimentally determined protein–ligand binding affinities

T Liu, Y Lin, X Wen, RN Jorissen… - Nucleic acids …, 2007 - academic.oup.com
… Search capabilities include queries by target name; ligand name; affinity range; chemical
structure, substructure and similarity; and target sequence, via BLAST (14). Query results are …

Development of Quantitative StructureBinding Affinity Relationship Models Based on Novel Geometrical Chemical Descriptors of the Protein− Ligand Interfaces

S Zhang, A Golbraikh, A Tropsha - Journal of medicinal chemistry, 2006 - ACS Publications
… a hybrid methodology to predict the binding affinities for a highly diverse dataset of protein−ligand
complexes using concepts from both structure-based and ligand-based approaches. It …