Evidence map›Paper›PMID 40189800›Full record

ArticleJournal of chemical theory and computation2025

Applying Absolute Free Energy Perturbation Molecular Dynamics to Diffusively Binding Ligands.

Xavier E Laracuente, Bryan M Delfing, Xingyu Luo, Audrey Olson, William Jeffries, Steven R Bowers, Kenneth W Foreman, Kyung Hyeon Lee, Mikell Paige, Kylene Kehn-Hall and 2 more

Abstract read
In one paragraph

Article in Journal of chemical theory and computation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Xavier E LaracuenteSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
Bryan M DelfingSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
Xingyu LuoSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
Audrey OlsonSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
William JeffriesSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
Steven R BowersSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.
Kenneth W ForemanDepartment of Chemistry and Biochemistry, George Mason University, Fairfax, Virginia 22030, United States.ORCID 0000-0002-4908-6576
Kyung Hyeon LeeDepartment of Chemistry and Biochemistry, George Mason University, Fairfax, Virginia 22030, United States.ORCID 0000-0002-6794-5223
Mikell PaigeDepartment of Chemistry and Biochemistry, George Mason University, Fairfax, Virginia 22030, United States.
Kylene Kehn-HallDepartment of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, United States.
Christopher LockhartSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.ORCID 0000-0001-7137-2088
Dmitri K KlimovSchool of Systems Biology, George Mason University, Manassas, Virginia 20110, United States.ORCID 0000-0002-2893-867X

Funding

Developing capsid-importin alpha inhibitors for the treatment of VEEV infectionR01AI143817 · NIAID · GEORGE MASON UNIVERSITY · PI KEHN-HALL, KYLENE, KLIMOV, DMITRI KONSTANTINOVICH · 2020 to 2024
$3.6M
NIAID NIH HHS R01 AI143817
6 · The paper itself

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.

Indexed as

alpha KaryopherinsCapsid ProteinsMolecular Dynamics SimulationPeptidesDiffusionEncephalitis Virus, Venezuelan EquineLigandsProtein BindingThermodynamicsalpha KaryopherinsCapsid ProteinsLigandsPeptides

Identifiers

PMID40189800
PMCPMC12020361

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.