Predicted antiviral potential of phytochemicals prolific in Cleistanthus bracteosus Jabl. and essential oils of Artemisia scoparia and Thuja orientalis against Nipah virus and Human metapneumovirus: An AI-driven in-silico study

The recent Nipah virus (NiV) epidemic and human metapneumovirus (hMPV) outbreak have had a significant impact on human health and society worldwide. The attachment glycoprotein (G) and fusion glycoprotein (F0) of NiV and hMPV are essential for pathogenesis and are potentially pronounced targets for antiviral treatment. In the present study, we utilised computational methods to analyse the predictive antiviral potential of phytochemicals present in Cleistanthus bracteosus and in the essential oils of Artemisia scoparia and Thuja orientalis against NiV and hMPV. Molecular docking and dynamics simulations were the primary tools for assessing the binding interactions of compounds detected by GC-MS. Three out of four compounds tested (digoxigenin, cedrene and cedrol) exhibited remarkable binding affinities between -7.7 kcal/mol and -6.2 kcal/mol for NiV fusion glycoprotein (F0), and between -8.3 kcal/mol and -7.1 kcal/mol for NiV attachment glycoprotein (G). Similarly for hMPV fusion glycoprotein (F0), the aforesaid compounds showed binding affinities between -8.1 kcal/mol and -6.4 kcal/mol. Moreover, MD simulations illustrated phytochemical interacting amino acid residues associated with each receptor of NiV and hMPV. These phytochemical compounds were further evaluated using ADMET platforms. In conclusion, the present in silico work predicts for the first time the predicted potential of using major compounds present C. bracteosus, A. scoparia and T. orientalis as a novel anti-viral therapeutic strategy to control the entry and pathogenesis of NiV and hMPV. Despite few RMSD fluctuations in protein-ligand complexes stemming from structural alterations in the beta-turn-beta and helix-coil-helix, the simulations remain mostly stable from 50 ns till 100 ns.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2026-03-31
DOI
https://doi.org/10.1371/journal.pone.0346254
Primary Topic
Respiratory viral infections research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Predicted antiviral potential of phytochemicals prolific in Cleistanthus bracteosus Jabl. and essential oils of Artemisia scoparia and Thuja orientalis against Nipah virus and Human metapneumovirus: An AI-driven in-silico study

Adam Figiel, Mohammed Tahir Ansari, Rachael C. Symonds, Mackingsley Kushan Dassanayake et al.
PLoS ONE
Respiratory viral infections research
article

Predicted antiviral potential of phytochemicals prolific in Cleistanthus bracteosus Jabl. and essential oils of Artemisia scoparia and Thuja orientalis against Nipah virus and Human metapneumovirus: An AI-driven in-silico study

Adam Figiel, Mohammed Tahir Ansari, Rachael C. Symonds, Mackingsley Kushan Dassanayake, Teng-Jin Khoo, Omar Ashraf ElFar, Fernando Berton Zanchi, Patrick Di Martino, Christophe Wiart, Chien Hwa Chong, Antoni Szumny
article en

Abstract

The recent Nipah virus (NiV) epidemic and human metapneumovirus (hMPV) outbreak have had a significant impact on human health and society worldwide. The attachment glycoprotein (G) and fusion glycoprotein (F0) of NiV and hMPV are essential for pathogenesis and are potentially pronounced targets for antiviral treatment. In the present study, we utilised computational methods to analyse the predictive antiviral potential of phytochemicals present in Cleistanthus bracteosus and in the essential oils of Artemisia scoparia and Thuja orientalis against NiV and hMPV. Molecular docking and dynamics simulations were the primary tools for assessing the binding interactions of compounds detected by GC-MS. Three out of four compounds tested (digoxigenin, cedrene and cedrol) exhibited remarkable binding affinities between -7.7 kcal/mol and -6.2 kcal/mol for NiV fusion glycoprotein (F0), and between -8.3 kcal/mol and -7.1 kcal/mol for NiV attachment glycoprotein (G). Similarly for hMPV fusion glycoprotein (F0), the aforesaid compounds showed binding affinities between -8.1 kcal/mol and -6.4 kcal/mol. Moreover, MD simulations illustrated phytochemical interacting amino acid residues associated with each receptor of NiV and hMPV. These phytochemical compounds were further evaluated using ADMET platforms. In conclusion, the present in silico work predicts for the first time the predicted potential of using major compounds present C. bracteosus, A. scoparia and T. orientalis as a novel anti-viral therapeutic strategy to control the entry and pathogenesis of NiV and hMPV. Despite few RMSD fluctuations in protein-ligand complexes stemming from structural alterations in the beta-turn-beta and helix-coil-helix, the simulations remain mostly stable from 50 ns till 100 ns.

PLoS ONEVol. 21(3)
Universidade Federal de Rondônia (BR), Cairo University (EG), University of Nottingham Malaysia Campus (MY), Universiti of Malaysia Sabah (MY), Wrocław University of Environmental and Life Sciences (PL), CY Cergy Paris Université (FR), Liverpool John Moores University (GB)
Good health and well-being
Openalex Percentile: Top 37%
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.