Predicting multiple ligand binding modes using self-consistent pharmacophore hypotheses

I Wallach, R Lilien - Journal of chemical information and modeling, 2009 - ACS Publications
The ability to predict ligand binding modes without the aid of wet-lab experiments may
accelerate and reduce the cost of drug discovery research. Despite significant recent …

The role of target binding kinetics in drug discovery

D Guo, LH Heitman, AP IJzerman - ChemMedChem, 2015 - Wiley Online Library
Traditionally structure–activity/affinity relationships (SAR) have dominated research in
medicinal chemistry. However, structure–kinetics relationships (SKR) can be very …

Computational approaches for studying drug binding kinetics

J Romanowska, DB Kokh, JC Fuller… - … and kinetics of drug …, 2015 - Wiley Online Library
The binding kinetics of a drug to its macromolecular receptor can be of key importance for its
overall efficacy. Thus, there is a need for methods to compute and predict kinetic parameters …

Frontiers in computational chemistry for drug discovery

FJ Luque - Molecules, 2018 - mdpi.com
Computational methods pervade almost all aspects of drug discovery [1–3]. Computer-
assisted tools contribute to the decision-making process along the entire drug discovery …

Protein–ligand interaction fingerprints for accurate prediction of dissociation rates of p38 MAPK Type II inhibitors

D Zhang, S Huang, H Mei, MY Kevin, T Shi… - Integrative …, 2019 - academic.oup.com
Binding/unbinding kinetics are key determinants of drug potencies. However, there are still a
lot of challenges in predicting kinetic properties during early-stage drug development. In this …

Improved ligand-protein binding affinity predictions using multiple binding modes

E Stjernschantz, C Oostenbrink - Biophysical journal, 2010 - cell.com
Accurate ligand-protein binding affinity prediction, for a set of similar binders, is a major
challenge in the lead optimization stage in drug development. In general, docking and …

Protein structure-based drug design: from docking to molecular dynamics

P Śledź, A Caflisch - Current opinion in structural biology, 2018 - Elsevier
Highlights•High-throughput docking of small molecules is very successful in hit identification,
particularly for screening mainly rigid fragments.•Classical force fields with implicit solvent …

Ensemble-Based Steered Molecular Dynamics Predicts Relative Residence Time of A2A Receptor Binders

A Potterton, FS Husseini, MWY Southey… - Journal of Chemical …, 2019 - ACS Publications
Drug-target residence time, the length of time for which a small molecule stays bound to its
receptor target, has increasingly become a key property for optimization in drug discovery …

Improving the efficiency of ligand-binding protein design with molecular dynamics simulations

EP Barros, JM Schiffer, A Vorobieva… - Journal of chemical …, 2019 - ACS Publications
Custom-designed ligand-binding proteins represent a promising class of macromolecules
with exciting applications toward the design of new enzymes or the engineering of …

Modern machine‐learning for binding affinity estimation of protein–ligand complexes: Progress, opportunities, and challenges

T Harren, T Gutermuth, C Grebner… - Wiley …, 2024 - Wiley Online Library
Abstract Structure‐based drug design is a widely applied approach in the discovery of new
lead compounds for known therapeutic targets. In most structure‐based drug design …