An overview of recent molecular dynamics applications as medicinal chemistry tools for the undruggable site challenge

U Perricone, MR Gulotta, J Lombino, B Parrino… - …, 2018 - pubs.rsc.org
Molecular dynamics (MD) has become increasingly popular due to the development of
hardware and software solutions and the improvement in algorithms, which allowed …

Ligand Gaussian accelerated molecular dynamics (LiGaMD): Characterization of ligand binding thermodynamics and kinetics

Y Miao, A Bhattarai, J Wang - Journal of chemical theory and …, 2020 - ACS Publications
Calculations of ligand binding free energies and kinetic rates are important for drug design.
However, such tasks have proven challenging in computational chemistry and biophysics …

Characterization of the ligand receptor encounter complex and its potential for in silico kinetics-based drug development

KM ElSawy, R Twarock, DP Lane… - Journal of chemical …, 2012 - ACS Publications
The study of drug-receptor interactions has largely been framed in terms of the equilibrium
thermodynamic binding affinity, an in vitro measure of the stability of the drug-receptor …

Understanding the impact of binding free energy and kinetics calculations in modern drug discovery

VA Adediwura, K Koirala, HN Do, J Wang… - Expert Opinion on Drug …, 2024 - Taylor & Francis
Introduction For rational drug design, it is crucial to understand the receptor-drug binding
processes and mechanisms. A new era for the use of computer simulations in predicting …

Estimation of protein–ligand unbinding kinetics using non-equilibrium targeted molecular dynamics simulations

S Wolf, M Amaral, M Lowinski, F Vallée… - Journal of Chemical …, 2019 - ACS Publications
We here report on nonequilibrium targeted molecular dynamics simulations as a tool for the
estimation of protein–ligand unbinding kinetics. Correlating simulations with experimental …

Development of a machine-learning model to predict Gibbs free energy of binding for protein-ligand complexes

G Bitencourt-Ferreira, WF de Azevedo - Biophysical chemistry, 2018 - Elsevier
The possibility of using the atomic coordinates of protein-ligand complexes to assess
binding affinity has a beneficial impact in the early stages of drug development and design …

[HTML][HTML] MD–ligand–receptor: a high-performance computing tool for characterizing ligand–receptor binding interactions in molecular dynamics trajectories

M Pieroni, F Madeddu, J Di Martino, M Arcieri… - International Journal of …, 2023 - mdpi.com
Molecular dynamics simulation is a widely employed computational technique for studying
the dynamic behavior of molecular systems over time. By simulating macromolecular …

Supervised molecular dynamics (SuMD) approaches in drug design

D Sabbadin, V Salmaso, M Sturlese, S Moro - Rational Drug Design …, 2018 - Springer
Supervised MD (SuMD) is a computational method that enables the exploration of ligand–
receptor recognition pathway in a reduced timescale. The performance speedup is due to …

Exploring protein flexibility during docking to investigate ligand-target recognition

V Salmaso - 2018 - research.unipd.it
Ligand-protein binding models have experienced an evolution during time: from the lock-key
model to induced-fit and conformational selection, the role of protein flexibility has become …

From Static to Dynamic Structures: Improving Binding Affinity Prediction with Graph‐Based Deep Learning

Y Min, Y Wei, P Wang, X Wang, H Li, N Wu… - Advanced …, 2024 - Wiley Online Library
Accurate prediction of protein‐ligand binding affinities is an essential challenge in structure‐
based drug design. Despite recent advances in data‐driven methods for affinity prediction …