Uncertainty quantification in classical molecular dynamics

S Wan, RC Sinclair… - … Transactions of the …, 2021 - royalsocietypublishing.org
Molecular dynamics simulation is now a widespread approach for understanding complex
systems on the atomistic scale. It finds applications from physics and chemistry to …

New Insights into the Cooperativity and Dynamics of Dimeric Enzymes

KW Chen, TY Sun, YD Wu - Chemical Reviews, 2023 - ACS Publications
A survey of protein databases indicates that the majority of enzymes exist in oligomeric
forms, with about half of those found in the UniProt database being homodimeric …

[HTML][HTML] Structure and dynamics of an archetypal DNA nanoarchitecture revealed via cryo-EM and molecular dynamics simulations

K Ahmad, A Javed, C Lanphere, PV Coveney… - Nature …, 2023 - nature.com
DNA can be folded into rationally designed, unique, and functional materials. To fully realise
the potential of these DNA materials, a fundamental understanding of their structure and …

[HTML][HTML] Structural requirements and interaction mechanisms of ACE inhibitory peptides: Molecular simulation and thermodynamics studies on LAPYK and its modified …

B Zhang, J Liu, H Wen, F Jiang, E Wang… - Food Science and Human …, 2022 - Elsevier
The understanding of the structural requirements and the intermolecular-interaction
mechanism are important for discovering potent angiotensin-converting enzyme (ACE) …

Ensembles are required to handle aleatoric and parametric uncertainty in molecular dynamics simulation

M Vassaux, S Wan, W Edeling… - Journal of chemical …, 2021 - ACS Publications
Classical molecular dynamics is a computer simulation technique that is in widespread use
across many areas of science, from physics and chemistry to materials, biology, and …

[HTML][HTML] On the calculation of equilibrium thermodynamic properties from molecular dynamics

PV Coveney, S Wan - Physical Chemistry Chemical Physics, 2016 - pubs.rsc.org
The purpose of statistical mechanics is to provide a route to the calculation of macroscopic
properties of matter from their constituent microscopic components. It is well known that the …

Large scale study of ligand–protein relative binding free energy calculations: Actionable predictions from statistically robust protocols

AP Bhati, PV Coveney - Journal of Chemical Theory and …, 2022 - ACS Publications
The accurate and reliable prediction of protein–ligand binding affinities can play a central
role in the drug discovery process as well as in personalized medicine. Of considerable …

Pandemic drugs at pandemic speed: infrastructure for accelerating COVID-19 drug discovery with hybrid machine learning-and physics-based simulations on high …

AP Bhati, S Wan, D Alfè, AR Clyde, M Bode… - Interface …, 2021 - royalsocietypublishing.org
The race to meet the challenges of the global pandemic has served as a reminder that the
existing drug discovery process is expensive, inefficient and slow. There is a major …

Rapid and reliable binding affinity prediction of bromodomain inhibitors: a computational study

S Wan, AP Bhati, SJ Zasada, I Wall… - Journal of chemical …, 2017 - ACS Publications
Binding free energies of bromodomain inhibitors are calculated with recently formulated
approaches, namely ESMACS (enhanced sampling of molecular dynamics with …

Computational studies of protein–drug binding affinity changes upon mutations in the drug target

R Friedman - Wiley Interdisciplinary Reviews: Computational …, 2022 - Wiley Online Library
Mutations that lead to drug resistance limit the efficacy of antibiotics, antiviral drugs, targeted
cancer therapies, and other treatments. Accurately calculating protein–drug binding affinity …