4.7 Article

Protein-Ligand Binding Free-Energy Calculations with ARROW-A Purely First-Principles Parameterized Polarizable Force Field

Journal

JOURNAL OF CHEMICAL THEORY AND COMPUTATION
Volume 18, Issue 12, Pages 7751-7763

Publisher

AMER CHEMICAL SOC
DOI: 10.1021/acs.jctc.2c00930

Keywords

-

Funding

  1. U.S. DOE, Office of Basic Energy Sciences [DE-AC02-06CH11357]
  2. InterX Inc.

Ask authors/readers for more resources

Protein-ligand binding free-energy calculations using molecular dynamics simulations can be effectively performed using the ARROW force field. The ARROW force field, which is based on high-level quantum mechanical calculations, accurately predicts the binding free energies of various protein-ligand systems. The predictions made by ARROW show a similar accuracy level as leading nonpolarizable force fields.
Protein-ligand binding free-energy calculations using molecular dynamics (MD) simulations have emerged as a powerful tool for in silico drug design. Here, we present results obtained with the ARROW force field (FF) -a multipolar polarizable and physics-based model with all parameters fitted entirely to high-level ab initio quantum mechanical (QM) calculations. ARROW has already proven its ability to determine solvation free energy of arbitrary neutral compounds with unprecedented accuracy. The ARROW FF parameterization is now extended to include coverage of all amino acids including charged groups, allowing molecular simulations of a series of protein- ligand systems and prediction of their relative binding free energies. We ensure adequate sampling by applying a novel technique that is based on coupling the Hamiltonian Replica exchange (HREX) with a conformation reservoir generated via potential softening and nonequilibrium MD. ARROW provides predictions with near chemical accuracy (mean absolute error of similar to 0.5 kcal/mol) for two of the three protein systems studied here (MCL1 and Thrombin). The third protein system (CDK2) reveals the difficulty in accurately describing dimer interaction energies involving polar and charged species. Overall, for all of the three protein systems studied here, ARROW FF predicts relative binding free energies of ligands with a similar accuracy level as leading nonpolarizable force fields.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available