Integration of molecular docking analysis and molecular dynamics simulations for studying food proteins and bioactive peptides

A Vidal-Limon, JE Aguilar-Toalá… - Journal of Agricultural …, 2022 - ACS Publications
In silico tools, such as molecular docking, are widely applied to study interactions and
binding affinity of biological activity of proteins and peptides. However, restricted sampling of …

Gaussian accelerated molecular dynamics: Principles and applications

J Wang, PR Arantes, A Bhattarai… - Wiley …, 2021 - Wiley Online Library
Gaussian accelerated molecular dynamics (GaMD) is a robust computational method for
simultaneous unconstrained enhanced sampling and free energy calculations of …

[PDF][PDF] Ensemble docking in drug discovery

RE Amaro, J Baudry, J Chodera, Ö Demir… - Biophysical journal, 2018 - cell.com
Ensemble docking corresponds to the generation of an" ensemble" of drug target
conformations in computational structure-based drug discovery, often obtained by using …

Polarizable embedding QM/MM: the future gold standard for complex (bio) systems?

M Bondanza, M Nottoli, L Cupellini… - Physical Chemistry …, 2020 - pubs.rsc.org
Nowadays, hybrid QM/MM approaches are widely used to study (supra) molecular systems
embedded in complex biological matrices. However, in their common formulation, mutual …

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 …

Machine learning for collective variable discovery and enhanced sampling in biomolecular simulation

H Sidky, W Chen, AL Ferguson - Molecular Physics, 2020 - Taylor & Francis
Classical molecular dynamics simulates the time evolution of molecular systems through the
phase space spanned by the positions and velocities of the constituent atoms. Molecular …

Automation of absolute protein-ligand binding free energy calculations for docking refinement and compound evaluation

G Heinzelmann, MK Gilson - Scientific reports, 2021 - nature.com
Absolute binding free energy calculations with explicit solvent molecular simulations can
provide estimates of protein-ligand affinities, and thus reduce the time and costs needed to …

Taming rugged free energy landscapes using an average force

H Fu, X Shao, W Cai, C Chipot - Accounts of chemical research, 2019 - ACS Publications
Conspectus The observation of complex structural transitions in biological and abiological
molecular objects within time scales amenable to molecular dynamics (MD) simulations is …

Peptide Gaussian accelerated molecular dynamics (Pep-GaMD): Enhanced sampling and free energy and kinetics calculations of peptide binding

J Wang, Y Miao - The Journal of chemical physics, 2020 - pubs.aip.org
Peptides mediate up to 40% of known protein–protein interactions in higher eukaryotes and
play an important role in cellular signaling. However, it is challenging to simulate both …

Potential mean force from umbrella sampling simulations: what can we learn and what is missed?

W You, Z Tang, CEA Chang - Journal of chemical theory and …, 2019 - ACS Publications
Changes in free energy provide valuable information for molecular recognition, including
both ligand–receptor binding thermodynamics and kinetics. Umbrella sampling (US), a …