Evidence map›Paper›PMID 42043606›Full record

ArticleJournal of molecular modeling2026

Suppressing viral assembly in human metapneumovirus by targeting fusion protein with natural compounds: a structural dynamics and energetics study.

Amit Dubey, Manish Kumar, Aisha Tufail

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Article in Journal of molecular modeling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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

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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

1 citing paper in PubMed.

  1. Vitamin BRSC advances · 2026
    Article
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

3 authors.

Amit DubeyCenter for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India. amitdubey@saveetha.com.
Manish KumarDepartment of Biochemistry, Iswar Saran Degree College, University of Allahabad (A Constituent PG College of University of Allahabad), Prayagraj, India.
Aisha TufailComputational Chemistry and Drug Discovery Division, Quanta Calculus, Greater Noida, 201310, Uttar Pradesh, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextHuman metapneumovirus (HMPV) is a significant cause of acute lower respiratory tract infections, particularly among pediatric, elderly, and immunocompromised populations, with no approved targeted antiviral therapy currently available. The prefusion conformation of the viral fusion (F) glycoprotein (PDB ID: 5WB0) is essential for membrane fusion and viral entry, representing a promising therapeutic target. In this study, a structurally diverse library of natural compounds was systematically screened to identify potential inhibitors of the HMPV F protein.

methodsAn integrated computational framework combining virtual screening, molecular docking, long-timescale molecular dynamics (MD) simulations, and density functional theory (DFT) calculations was employed. Virtual screening and docking were performed using AutoDock Vina, followed by rigorous binding pose validation. The top-ranked compounds-epigallocatechin gallate (EGCG), rutin, and quercetin-were subjected to 1000 ns MD simulations (in triplicate) using GROMACS 2022 with explicit solvent conditions (TIP3P water model, physiological ionic strength). Binding free energies were estimated via MM-GBSA, and residue-level dynamics were analyzed using RMSD, RMSF, and dynamic cross-correlation matrices. Electronic properties were evaluated at the B3LYP/6-31G(d,p) level using Gaussian 16, including HOMO-LUMO gap analysis and molecular electrostatic potential (MEP) mapping. Pharmacokinetic and toxicity profiles were predicted using SwissADME, pkCSM, and ProTox-II.

resultsDocking analysis revealed that EGCG, rutin, and quercetin exhibit stronger binding affinities than the reference antiviral ribavirin, driven by extensive hydrogen bonding, π-π stacking, and van der Waals interactions within the functional binding pocket of the F protein. MD simulations demonstrated enhanced structural stability of these complexes, with EGCG showing the lowest conformational deviation and most favorable binding free energy. Correlated residue motion analysis further indicated ligand-induced stabilization of key functional regions. DFT-derived electronic descriptors, including reduced HOMO-LUMO gaps and favorable electrostatic distributions, supported the high reactivity and binding propensity of the selected compounds. ADMET predictions suggested acceptable pharmacokinetic profiles with low predicted toxicity.

conclusionThis study identifies EGCG, rutin, and quercetin as promising natural inhibitors of the HMPV fusion protein, providing mechanistic insights into their binding behavior and stability. These findings offer a strong computational foundation for further experimental validation and rational antiviral drug development targeting HMPV.

Indexed as

Antiviral AgentsBiological ProductsMetapneumovirusMolecular Dynamics SimulationViral Fusion ProteinsCatechinHumansMolecular Docking SimulationQuercetinRutinThermodynamicsAntiviral AgentsBiological ProductsCatechinepigallocatechin gallateQuercetinRutinViral Fusion ProteinsDensity functional theoryHuman metapneumovirus (HMPV)Molecular dockingMolecular dynamics simulationsMolecular electrostatic potential

Identifiers

PMID42043606

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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.