Applying Absolute Free Energy Perturbation Molecular Dynamics to Diffusively Binding Ligands

We have developed and tested an absolute free energy perturbation (FEP) protocol, which combines all-atom molecular dynamics, replica exchange with solute tempering (REST) enhanced sampling, and a spherical harmonic restraint applied to a ligand. Our objective was to compute the binding free energy together with the underlying binding mechanism for a ligand, which binds diffusively to a protein. Such ligands represent nearly impossible targets for traditional FEP simulations. To test our FEP/REST protocol, we selected a conserved motif peptide KKPK termed minNLS from the nuclear localization signal sequence of the Venezuelan equine encephalitis virus capsid protein. This peptide fragment binds diffusively to importin-α transport protein without forming well-defined poses. Our FEP/REST simulations with a spherical restraint provided a converged estimate of minNLS binding free energy. We found that minNLS binds with moderate affinity to importin-α utilizing an unusual, purely entropic mechanism in which binding free energy is determined by favorable entropic gain. For this cationic minNLS peptide, a favorable binding entropic gain is primarily associated with the release of water from the solvation shells of charged amino acids. We demonstrated that FEP/REST simulations sample the KKPK bound ensemble well, allowing us to characterize the distribution of bound structures, binding interactions, and locations on the importin-α surface. Analysis of experimental studies offered support to our rationale behind the KKPK entropic binding mechanism.

Authors

Institutions

Publication Details

Journal
Journal of Chemical Theory and Computation
Published
2025-04-07
DOI
https://doi.org/10.1021/acs.jctc.5c00121
Citations
7
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
5.64

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Applying Absolute Free Energy Perturbation Molecular Dynamics to Diffusively Binding Ligands

Kenneth W. Foreman, Kylene Kehn‐Hall, Bryan M. Delfing, Steven R. Bowers et al.
7 citations
Journal of Chemical Theory and Computation
Protein Structure and Dynamics
5.64
article

Applying Absolute Free Energy Perturbation Molecular Dynamics to Diffusively Binding Ligands

Kenneth W. Foreman, Kylene Kehn‐Hall, Bryan M. Delfing, Steven R. Bowers, William Jeffries, Xingyu Luo, Mikell Paige, Christopher Lockhart, Xavier E. Laracuente, Kyung Hyeon Lee, Dmitri K. Klimov, Audrey Olson
article en
7 citations

Abstract

We have developed and tested an absolute free energy perturbation (FEP) protocol, which combines all-atom molecular dynamics, replica exchange with solute tempering (REST) enhanced sampling, and a spherical harmonic restraint applied to a ligand. Our objective was to compute the binding free energy together with the underlying binding mechanism for a ligand, which binds diffusively to a protein. Such ligands represent nearly impossible targets for traditional FEP simulations. To test our FEP/REST protocol, we selected a conserved motif peptide KKPK termed minNLS from the nuclear localization signal sequence of the Venezuelan equine encephalitis virus capsid protein. This peptide fragment binds diffusively to importin-α transport protein without forming well-defined poses. Our FEP/REST simulations with a spherical restraint provided a converged estimate of minNLS binding free energy. We found that minNLS binds with moderate affinity to importin-α utilizing an unusual, purely entropic mechanism in which binding free energy is determined by favorable entropic gain. For this cationic minNLS peptide, a favorable binding entropic gain is primarily associated with the release of water from the solvation shells of charged amino acids. We demonstrated that FEP/REST simulations sample the KKPK bound ensemble well, allowing us to characterize the distribution of bound structures, binding interactions, and locations on the importin-α surface. Analysis of experimental studies offered support to our rationale behind the KKPK entropic binding mechanism.

Journal of Chemical Theory and ComputationVol. 21(8)
George Mason University (US), Virginia–Maryland College of Veterinary Medicine (US), National Center for Emerging and Zoonotic Infectious Diseases (US), Virginia Tech (US)
National Institute of Allergy and Infectious Diseases
Affordable and clean energy
Openalex Percentile: Top 4%
Protein Structure and Dynamics
5.64
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.