Structural and energetics insights into high-affinity inhibitors binding to human metapneumovirus nucleocapsid protein: A one-microsecond molecular dynamics simulation study

Human metapneumovirus (HMPV) is a major cause of acute respiratory infections, especially among children and immunocompromised patients, but until now, no antiviral therapy has been approved. Nucleocapsid (N) protein, an ultra-conserved protein critical to the encapsidation of RNA and replication, is an attractive antiviral target. Herein, we used structure-based drug repurposing through the integration of high-throughput virtual screening, binding energy estimation by the merged molecular mechanics and generalized born/surface area (MM/GBSA) method, and long-timescale (1 μs) all-atom all-hydrogen atom molecular dynamics (MD) simulations to identify new HMPV N protein inhibitors. Of an initial set of 106 candidate compounds, two candidates, namely F0840-0186 and F3165-0800, emerged with the best docking scores (–6.81 and –6.99 kcal/mol) and MM/GBSA binding energies (–74.42 and –58.83 kcal/mol) upon the first round of screening. MD simulations validated the stability of these protein–ligand complexes with average root-mean-square deviation (RMSD) values of 2.5 and 2.8 Å to outperform the reference compound, namely ginkgolic acid (RMSD: 4.2 Å; ΔG_bind: –59.20 kcal/mol). Additional analysis on the structure stability and compactness of the complex included the free energy landscape and the principal component analysis. These computational results give predictive clues for potential HMPV inhibitors, for practical confirmation of the antiviral activity and drug potential. GRAPHICAL ABSTRACT

Authors

Institutions

Publication Details

Journal
Journal of King Saud University - Science
Published
2026-07-30
DOI
https://doi.org/10.25259/jksus_1059_2025
Primary Topic
Respiratory viral infections research
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Structural and energetics insights into high-affinity inhibitors binding to human metapneumovirus nucleocapsid protein: A one-microsecond molecular dynamics simulation study

Manaal Zahera, Khaled Almansour, Mοhd Saeed, Mohamed Shantier et al.
Journal of King Saud University - Science
Respiratory viral infections research
article

Structural and energetics insights into high-affinity inhibitors binding to human metapneumovirus nucleocapsid protein: A one-microsecond molecular dynamics simulation study

Manaal Zahera, Khaled Almansour, Mοhd Saeed, Mohamed Shantier, Rosina Khan, Safia Obaidur, Gulam Rabbani, Samra Siddiqui
article en

Abstract

Human metapneumovirus (HMPV) is a major cause of acute respiratory infections, especially among children and immunocompromised patients, but until now, no antiviral therapy has been approved. Nucleocapsid (N) protein, an ultra-conserved protein critical to the encapsidation of RNA and replication, is an attractive antiviral target. Herein, we used structure-based drug repurposing through the integration of high-throughput virtual screening, binding energy estimation by the merged molecular mechanics and generalized born/surface area (MM/GBSA) method, and long-timescale (1 μs) all-atom all-hydrogen atom molecular dynamics (MD) simulations to identify new HMPV N protein inhibitors. Of an initial set of 106 candidate compounds, two candidates, namely F0840-0186 and F3165-0800, emerged with the best docking scores (–6.81 and –6.99 kcal/mol) and MM/GBSA binding energies (–74.42 and –58.83 kcal/mol) upon the first round of screening. MD simulations validated the stability of these protein–ligand complexes with average root-mean-square deviation (RMSD) values of 2.5 and 2.8 Å to outperform the reference compound, namely ginkgolic acid (RMSD: 4.2 Å; ΔG_bind: –59.20 kcal/mol). Additional analysis on the structure stability and compactness of the complex included the free energy landscape and the principal component analysis. These computational results give predictive clues for potential HMPV inhibitors, for practical confirmation of the antiviral activity and drug potential. GRAPHICAL ABSTRACT

Journal of King Saud University - ScienceVol. 0
Dalhousie University (CA), Alfaisal University (SA), University of Lucknow (IN), King Fahd Medical City (SA), University of Ha'il (SA), Yeungnam University (KR), King Khalid University (SA)
King Khalid University
Affordable and clean energy
Openalex Percentile: Top 9%
Respiratory viral infections research
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.