Sensitivity in binding free energies due to protein reorganization
Abstract
Tremendous recent improvements in computer hardware, coupled with advances in sampling techniques and force fields, are now allowing protein-ligand binding free energy calculations to be routinely used to aid pharmaceutical drug discovery projects. However, despite these recent innovations, there are still needs for further improvement in sampling algorithms to more adequately sample protein motion relevant to protein-ligand binding. Here, we report our work identifying and studying such clear and remaining needs in the apolar cavity of T4 Lysozyme L99A. In this study, we model recent experimental results that show the progressive opening of the binding pocket in response to a series of homologous ligands.1 Even while using enhanced sampling techniques, we demonstrate that the predicted relative binding free energies (RBFE) are sensitive to the initial protein conformational state. Particularly, we highlight the importance of sufficient sampling of protein conformational changes and demonstrate how inclusion of three key protein residues in the hot region of the FEP/REST simulation improves the sampling and resolves this sensitivity.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- Enhanced Sampling Enables Binding Site Water Reorganization in Polarizable Absolute Binding Free Energy Calculations
Marharyta Blazhynska, Narjes Ansari, … Jean‐Philip Piquemal·bioRxiv·Oct 17, 2025
- Accelerating the Calculation of Protein-Ligand Binding Free Energy and residence Times using Dynamically Optimized Collective Variables
Z. F. Brotzakis, V. Limongelli, M. Parrinello·bioRxiv·Sep 14, 2018
- Identifying and overcoming the sampling challenges in relative binding free energy calculations of a model protein:protein complex
I. Zhang, D. A. Rufa, … J. D. Chodera·bioRxiv·Mar 7, 2023
- Energy Penalties Enhance Flexible Receptor Docking in a Model Cavity
A. S. Kamenik, I. Singh, … B. K. Shoichet·bioRxiv·Apr 20, 2021
- POPSHIFT: A THERMODYNAMICALLY SOUND APPROACH TO ESTIMATE BINDING FREE ENERGIES BY ACCOUNTING FOR LIGAND-INDUCED POPULATION SHIFTS FROM A LIGAND-FREE MSM
L. G. Smith, B. Novak, … G. R. Bowman·bioRxiv·Jul 14, 2023
- Binding Affinity Estimation From Restrained Umbrella Sampling Simulations
V. Govind Kumar, S. Agrawal, … M. Moradi·bioRxiv·Oct 28, 2021