Recent progress in molecular simulation methods for drug binding kinetics

A Nunes-Alves, DB Kokh, RC Wade - Current Opinion in Structural Biology, 2020 - Elsevier
Highlights•Drug-target binding kinetics contribute to drug efficacy.•Many molecular dynamics
approaches to studying binding kinetics have been reported.•High quality datasets enable …

Public data set of protein–ligand dissociation kinetic constants for quantitative structure–kinetics relationship studies

H Liu, M Su, HX Lin, R Wang, Y Li - ACS omega, 2022 - ACS Publications
Protein–ligand binding affinity reflects the equilibrium thermodynamics of the protein–ligand
binding process. Binding/unbinding kinetics is the other side of the coin. Computational …

Combined free-energy calculation and machine learning methods for understanding ligand unbinding kinetics

M Badaoui, PJ Buigues, D Berta… - Journal of chemical …, 2022 - ACS Publications
The determination of drug residence times, which define the time an inhibitor is in complex
with its target, is a fundamental part of the drug discovery process. Synthesis and …

Predicting protein–ligand binding and unbinding kinetics with biased MD simulations and coarse-graining of dynamics: Current state and challenges

S Wolf - Journal of Chemical Information and Modeling, 2023 - ACS Publications
The prediction of drug–target binding and unbinding kinetics that occur on time scales
between milliseconds and several hours is a prime challenge for biased molecular …

Estimation of kinetic and thermodynamic ligand-binding parameters using computational strategies

G Deganutti, S Moro - Future Medicinal Chemistry, 2017 - Future Science
Kinetic and thermodynamic ligand–protein binding parameters are gaining growing
importance as key information to consider in drug discovery. The determination of the …

A workflow for exploring ligand dissociation from a macromolecule: Efficient random acceleration molecular dynamics simulation and interaction fingerprint analysis of …

DB Kokh, B Doser, S Richter, F Ormersbach… - The Journal of …, 2020 - pubs.aip.org
The dissociation of ligands from proteins and other biomacromolecules occurs over a wide
range of timescales. For most pharmaceutically relevant inhibitors, these timescales are far …

Kinetic rate constant prediction supports the conformational selection mechanism of protein binding

IH Moal, PA Bates - PLoS computational biology, 2012 - journals.plos.org
The prediction of protein-protein kinetic rate constants provides a fundamental test of our
understanding of molecular recognition, and will play an important role in the modeling of …

Estimation of drug-target residence time by targeted molecular dynamics simulations

S Ziada, J Diharce, E Raimbaud… - Journal of Chemical …, 2022 - ACS Publications
Drug-target residence time has emerged as a key selection factor in drug discovery since
the binding duration of a drug molecule to its protein target can significantly impact its in vivo …

Qualitative estimation of protein–ligand complex stability through thermal titration molecular dynamics simulations

M Pavan, S Menin, D Bassani… - Journal of Chemical …, 2022 - ACS Publications
The prediction of ligand efficacy has long been linked to thermodynamic properties such as
the equilibrium dissociation constant, which considers both the association and the …

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 …