Evidence map›Paper›PMID 42794510›Full record

ArticleInternational journal of molecular sciences2026

Unveiling Novel Metalloprotease Inhibitors Targeting Botulinum Neurotoxin Through Structure-Based Virtual Screening of Drug Libraries and Molecular Dynamics Simulations.

Ridwan Sulaimon, Gurudeeban Selvaraj, Nora W C Chan, Anguang Hu, Gilles H Peslherbe

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ridwan SulaimonCentre for Research in Molecular Modeling (CERMM), Department of Chemistry and Biochemistry, Concordia University, Montreal, QC H4B 1R6, Canada.ORCID 0009-0002-4244-661X
Gurudeeban SelvarajCentre for Research in Molecular Modeling (CERMM), Department of Chemistry and Biochemistry, Concordia University, Montreal, QC H4B 1R6, Canada.ORCID 0000-0002-7223-3853
Nora W C ChanSuffield Research Centre (SRC), Defence Research and Development Canada, Government of Canada, Medicine Hat, AB T1A 8K6, Canada.
Anguang HuSuffield Research Centre (SRC), Defence Research and Development Canada, Government of Canada, Medicine Hat, AB T1A 8K6, Canada.
Gilles H PeslherbeCentre for Research in Molecular Modeling (CERMM), Department of Chemistry and Biochemistry, Concordia University, Montreal, QC H4B 1R6, Canada.ORCID 0000-0003-4711-6927

Funding

Defense Research and Development Canada (DRDC) W7702-206207
6 · The paper itself

Abstract

Botulinum neurotoxin (BoNT) is one of the most lethal biological substances to humans, which inhibits acetylcholine release by the presynaptic nerve in neuromuscular junctions. Of the existing BoNT serotypes, BoNT serotype A (BoNT/A) is particularly potent, making it the primary focus in neurotoxin research. Its catalytic domain exhibits similar structural features and zinc-dependent activity as thermolysin, a key bacterial enzyme, which provides a foundation for designing antibacterial agents targeting related protease mechanisms. Repurposing of preapproved drugs or existing medications has recently proven an effective strategy to accelerate drug discovery. Accordingly, we employed drug-likeness screening, quantitative estimation of drug-likeness (QED), and molecular docking to screen about 9000 ligands from the FDA-preapproved drug library using the known crystal structures of the toxin's light chain, and we identified potential inhibitors with the highest binding affinity. We further refined our selection using molecular dynamics simulations to investigate the stability of the receptor-ligand complexes. The binding mode analysis and binding free energies of the receptor-ligand complexes provide crucial information about the mechanism of action of our top-ranked potential inhibitors. Notably, 16 ligands exhibit a binding affinity greater (in magnitude) than that of the hydroxamate inhibitors that are co-crystallized in the X-ray structure. Most of these ligands contain fluorine, carboxylic and phosphate moieties as key functional groups that enhance their interactions with key residues of the BoNT active site. Our results suggest that dinoprost and 15 other clinically investigated ligands may serve as candidate scaffolds for further evaluation as potential BoNT/A LC inhibitors, pending experimental validation.

Indexed as

Botulinum ToxinsBotulinum Toxins, Type AMetalloproteasesMolecular Dynamics SimulationProtease InhibitorsCatalytic DomainHumansLigandsMolecular Docking SimulationProtein BindingSmall Molecule LibrariesBotulinum ToxinsBotulinum Toxins, Type ALigandsMetalloproteasesProtease InhibitorsSmall Molecule Librariesbinding affinitybotulinum neurotoxinClostridiumdrug repurposinghydroxamatesmolecular dockingmolecular dynamics simulations

Identifiers

PMID42794510
PMCPMC13607544

What Socratic holds

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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 Socratic graph.