Understanding the impact of binding free energy and kinetics calculations in modern drug discovery
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 …
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
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 …
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 …
between milliseconds and several hours is a prime challenge for biased molecular …
Recent developments in free energy calculations for drug discovery
The grand challenge in structure-based drug design is achieving accurate prediction of
binding free energies. Molecular dynamics (MD) simulations enable modeling 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 …
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 …
drugs were discovered by identification of active-ingredients or by serendipity. Modern drug …
New approaches for computing ligand–receptor binding kinetics
Highlights•Many new approaches to computing biomolecular binding kinetics developed
recently.•Enhanced sampling simulation methods permit long-time binding kinetics to be …
recently.•Enhanced sampling simulation methods permit long-time binding kinetics to be …
Recent progress in molecular simulation methods for drug binding kinetics
Highlights•Drug-target binding kinetics contribute to drug efficacy.•Many molecular dynamics
approaches to studying binding kinetics have been reported.•High quality datasets enable …
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 …
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
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 …
However, such tasks have proven challenging in computational chemistry and biophysics …