Fully Flexible Docking via Reaction-Coordinate-Independent Molecular Dynamics Simulations

M Bertazzo, M Bernetti, M Recanatini… - Journal of Chemical …, 2018 - ACS Publications
Predicting the geometry of protein–ligand binding complexes is of primary importance for
structure-based drug discovery. Molecular dynamics (MD) is emerging as a reliable …

Advances in computational methods for ligand binding kinetics

F Sohraby, A Nunes-Alves - Trends in Biochemical Sciences, 2023 - cell.com
Binding kinetic parameters can be correlated with drug efficacy, which in recent years led to
the development of various computational methods for predicting binding kinetic rates and …

Dynamic docking using multicanonical molecular dynamics: simulating complex formation at the atomistic level

GJ Bekker, N Kamiya - Protein-ligand interactions and drug design, 2021 - Springer
Multicanonical molecular dynamics (McMD)-based dynamic docking has been applied to
predict the native binding configurations for several protein receptors and their ligands. Due …

Prediction of drug–target binding kinetics by comparative binding energy analysis

GK Ganotra, RC Wade - ACS medicinal chemistry letters, 2018 - ACS Publications
A growing consensus is emerging that optimizing the drug–target affinity alone under
equilibrium conditions does not necessarily translate into higher potency in vivo and that …

Qualitative prediction of ligand dissociation kinetics from focal adhesion kinase using steered molecular dynamics

J Spiriti, CF Wong - Life, 2021 - mdpi.com
Most early-stage drug discovery projects focus on equilibrium binding affinity to the target
alongside selectivity and other pharmaceutical properties. Since many approved drugs have …

Supervised machine learning methods applied to predict ligand-binding affinity

GS Heck, VO Pintro, RR Pereira… - Current medicinal …, 2017 - ingentaconnect.com
Background: Calculation of ligand-binding affinity is an open problem in computational
medicinal chemistry. The ability to computationally predict affinities has a beneficial impact …

Decoding the Role of Water Dynamics in Ligand–Protein Unbinding: CRF1R as a Test Case

A Bortolato, F Deflorian, DR Weiss… - Journal of Chemical …, 2015 - ACS Publications
The residence time of a ligand–protein complex is a crucial aspect in determining biological
effect in vivo. Despite its importance, the prediction of ligand k off still remains challenging …

Combining Monte Carlo and molecular dynamics simulations for enhanced binding free energy estimation through Markov state models

JF Gilabert, O Gracia Carmona, A Hogner… - Journal of Chemical …, 2020 - ACS Publications
We present a multistep protocol, combining Monte Carlo and molecular dynamics
simulations, for the estimation of absolute binding free energies, one of the most significant …

An appraisal of computer simulation approaches in elucidating biomolecular recognition pathways

N Ahalawat, J Mondal - The Journal of Physical Chemistry Letters, 2020 - ACS Publications
Computer simulation approaches in biomolecular recognition processes have come a long
way. In this Perspective, we highlight a series of recent success stories in which computer …

Structural stability predicts the binding mode of protein–ligand complexes

M Majewski, X Barril - Journal of Chemical Information and …, 2020 - ACS Publications
The prediction of a ligand's binding mode into its macromolecular target is essential in
structure-based drug discovery. Even though tremendous effort has been made to address …