Prediction of Threonine-Tyrosine Kinase Receptor-LigandUnbinding Kinetics with Multiscale Milestoning andMetadynamics
Lane William VotapkaiD, Anupam Anand OjhaiD, Naoya Asada, Rommie E. AmaroiD
Abstract
Accurately describing protein-ligand binding and unbinding kinetics remains challenging. Computational calculations are difficult and costly, while experimental measurements often lack molecular detail and can be unobtainable. Here we extend our multiscale milestoning method, Simulation-Enabled Estimation of Kinetics Rates (SEEKR), with metadynamics molecular dynamics simulations to yield accurate small molecule drug residence times. Using the pharmaceutically relevant threonine-tyrosine kinase (TTK) and eight long-residence-time (tens of seconds to hours) inhibitors, we demonstrate accurate prediction of absolute and rank-ordered ligand residence times and free energies of binding. TOC Graphic O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=171 SRC="FIGDIR/small/606239v1_ufig1.gif" ALT="Figure 1"> View larger version (99K): org.highwire.dtl.DTLVardef@59d2dborg.highwire.dtl.DTLVardef@12244c4org.highwire.dtl.DTLVardef@d0a8a5org.highwire.dtl.DTLVardef@f01a4b_HPS_FORMAT_FIGEXP M_FIG C_FIG
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 13
- FWCI
- 1.73
- Field percentile
- top 14%
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Structure-Unbinding Kinetics Relationship of p38 MAPK Inhibitors
- Unlocking Scalable Ligand Residence Time Predictions with Koffee Unbinding Kinetics Simulations
Niels Kristian Madsen, Robert M. Ziolek, … Nikolaj Thomas Zinner·Journal of Chemical Information and ModelingPeer-reviewed·Aug 18, 2026
- Combined free energy calculation and machine learning methods for understanding ligand unbinding kinetics
M. Badaoui, P. J. Buigues, … E. Rosta·bioRxiv·Sep 8, 2021
- Dissection of ligand-CDK8/CycC unbinding free energy barriers and kinetics by molecular simulations
Z. Tang, S.-H. Chen, C.-e. A. Chang·bioRxiv·Jun 22, 2019
- Calculating Protein-Ligand Residence Times Through State Predictive Information Bottleneck based Enhanced Sampling
Suemin Lee, Dedi Wang, … Pratyush Tiwary·Journal of Chemical Theory and ComputationPeer-reviewed·Jul 11, 2024
- seekrflow: Towards end-to-end automated simulation pipeline with machine-learned force fields for accelerated drug-target kinetic and thermodynamic predictions
Anupam Anand Ojha, Lane William Votapka, … Rommie E. Amaro·Journal of Chemical Theory and ComputationPeer-reviewed·Jun 12, 2026