Related Experiment Video
Updated: Aug 22, 2025

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Binding Kinetics Toolkit for Analyzing Transient Molecular Conformations and Computing Free Energy Landscapes
Talant Ruzmetov1, Ruben Montes1, Jianan Sun1
1Department of Chemistry, University of California at Riverside, Riverside, California92521, United States.
This study introduces the Binding Kinetics Toolkit (BKiT) for analyzing molecular dynamics, enabling accurate estimation of drug efficacy and selectivity by mapping ligand binding free energy landscapes.
Area of Science:
- Computational Chemistry
- Biophysics
- Molecular Dynamics
Background:
- Understanding ligand binding kinetics and thermodynamics is crucial for chemical and biomedical applications.
- Transient ligand-protein conformations influence drug efficacy and selectivity.
- Mapping the free energy landscape of ligand binding is key to understanding molecular recognition.
Purpose of the Study:
- To present the Binding Kinetics Toolkit (BKiT) for analyzing molecular dynamics trajectories.
- To compute free energy and kinetics profiles for ligand binding/unbinding processes.
- To provide a comprehensive tool for understanding molecular recognition and guiding drug design.
Main Methods:
- Utilizing principal component space to generate unbinding or conformational transition coordinates.
- Implementing a partitioning approach for milestone/microstate assignment along coordinates.
- Employing milestoning theory with short molecular dynamics simulations to construct free energy profiles and estimate binding residence time.
Main Results:
- Validated the BKiT method with a host-guest system (aspirin/β-cyclodextrin).
- Applied the protocol to pyrazolourea compounds and cyclin-dependent kinase 8/cyclin C complexes.
- Achieved good agreement with published results and identified potential ligand design strategies.
Conclusions:
- BKiT provides a complete picture of the ligand-receptor binding free energy landscape.
- The toolkit aids in understanding binding barriers and stable local minima.
- BKiT is user-friendly with extensible features for future molecular dynamics post-analysis.
Related Concept Videos
The Equilibrium Binding Constant and Binding Strength
Enzyme Kinetics
Scientists typically study enzyme kinetics with a fixed amount of enzyme in the controlled environment of a test tube. When more reactant, or substrate, is...
Molecular Kinetic Energy
Calculating Standard Free Energy Changes
Introduction to Enzyme Kinetics
The experimenter can then plot the initial reaction rate or velocity (Vo) of a given trial against the substrate concentration ([S]) to obtain a graph of the reaction properties. For many enzymatic reactions involving a...
Protein Dynamics in Living Cells
Fluorescent recovery after photobleaching (FRAP) is a fluorescent-protein-based detection technique used to quantify protein movement rates within the cell. This method exposes a small portion of the cell to an intense laser beam. The laser beam causes permanent photobleaching of the fluorophore-tagged proteins in the exposed region. As the bleached...

