Kinetics from metadynamics: Principles, applications, and outlook

D Ray, M Parrinello - Journal of Chemical Theory and …, 2023 - ACS Publications
Metadynamics is a popular enhanced sampling algorithm for computing the free energy
landscape of rare events by using molecular dynamics simulation. Ten years ago, Tiwary …

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 …

A multiscale predictive digital twin for neurocardiac modulation

PC Yang, A Rose, KR DeMarco… - The Journal of …, 2023 - Wiley Online Library
Cardiac function is tightly regulated by the autonomic nervous system (ANS). Activation of
the sympathetic nervous system increases cardiac output by increasing heart rate and stroke …

Application of Molecular Dynamics Simulations to Determine Interactions between Canary Seed (Phalaris canariensis L.) Bioactive Peptides and Skin-Aging …

JE Aguilar-Toalá, A Vidal-Limon, AM Liceaga… - International Journal of …, 2023 - mdpi.com
Food bioactive peptides are well recognized for their health benefits such as antimicrobial,
antioxidant, and antihypertensive benefits, among others. Their drug-like behavior has led to …

Mechanism of Ligand Binding to Theophylline RNA Aptamer

S Akhter, Z Tang, J Wang, M Haboro… - Journal of Chemical …, 2024 - ACS Publications
Studying RNA-ligand interactions and quantifying their binding thermodynamics and kinetics
are of particular relevance in the field of drug discovery. Here, we combined biochemical …

Quantitative Prediction of Dissociation Rates of PYK2 Ligands Using Umbrella Sampling and Milestoning

J Spiriti, CF Wong - Journal of Chemical Theory and Computation, 2024 - ACS Publications
We used umbrella sampling and the milestoning simulation method to study the dissociation
of multiple ligands from protein kinase PYK2. The activation barriers obtained from the …

Accurate Characterization of Binding Kinetics and Allosteric Mechanisms for the HSP90 Chaperone Inhibitors Using AI-Augmented Integrative Biophysical Studies

C Xu, X Zhang, L Zhao, GM Verkhivker, F Bai - JACS Au, 2024 - ACS Publications
The binding kinetics of drugs to their targets are gradually being recognized as a crucial
indicator of the efficacy of drugs in vivo, leading to the development of various computational …

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 …

Computational Workflow for Refining AlphaFold Models in Drug Design Using Kinetic and Thermodynamic Binding Calculations: A Case Study for the Unresolved …

M Stampelou, G Ladds… - The Journal of Physical …, 2024 - ACS Publications
A structure-based drug design pipeline that considers both thermodynamic and kinetic
binding data of ligands against a receptor will enable the computational design of improved …

Elucidating protein–ligand binding kinetics based on returning probability theory

K Kasahara, R Masayama, K Okita… - The Journal of Chemical …, 2023 - pubs.aip.org
The returning probability (RP) theory, a rigorous diffusion-influenced reaction theory,
enables us to analyze the binding process systematically in terms of thermodynamics and …