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 …

Perspectives on Ligand/Protein Binding Kinetics Simulations: Force Fields, Machine Learning, Sampling, and User-Friendliness

P Conflitti, S Raniolo, V Limongelli - Journal of chemical theory …, 2023 - ACS Publications
Computational techniques applied to drug discovery have gained considerable popularity
for their ability to filter potentially active drugs from inactive ones, reducing the time scale …

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 …

Recent developments in free energy calculations for drug discovery

E King, E Aitchison, H Li, R Luo - Frontiers in Molecular Biosciences, 2021 - frontiersin.org
The grand challenge in structure-based drug design is achieving accurate prediction of
binding free energies. Molecular dynamics (MD) simulations enable modeling of …

Thermodynamics and kinetics of drug-target binding by molecular simulation

S Decherchi, A Cavalli - Chemical Reviews, 2020 - ACS Publications
Computational studies play an increasingly important role in chemistry and biophysics,
mainly thanks to improvements in hardware and algorithms. In drug discovery and …

Molecular dynamics simulation in drug discovery: opportunities and challenges

R Shukla, T Tripathi - Innovations and implementations of computer aided …, 2021 - Springer
Drug discovery is the process used to discover new candidate medications. In the past, most
drugs were discovered by identification of active-ingredients or by serendipity. Modern drug …

New approaches for computing ligand–receptor binding kinetics

NJ Bruce, GK Ganotra, DB Kokh, SK Sadiq… - Current opinion in …, 2018 - Elsevier
Highlights•Many new approaches to computing biomolecular binding kinetics developed
recently.•Enhanced sampling simulation methods permit long-time binding kinetics to be …

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 …

15 Years of molecular simulation of drug-binding kinetics

CF Wong - Expert opinion on drug discovery, 2023 - Taylor & Francis
Introduction Drug-binding kinetics has been increasingly recognized as an important factor
to be considered in drug discovery. Long residence time could prolong the action of some …

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 …