Evidence mapPaperPMID 41938340Full record

ArticleFrontiers in bioinformatics2026

Computational discovery of SARS-CoV-2 viral entry inhibitory peptides from

Reda Chahir, Salaheddine Redouane, Jacob Galan, Hicham Hboub, Lahoussaine Aserrar, Salma Chakir, Ahmed Salim Lahlou, Hinde Aassila, Rachid El Fatimy, Naoual Oukkache

Erratum issuedAbstract read
In one paragraph

Article in Frontiers in bioinformatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Reda ChahirLaboratory of Venoms and Toxins, Pasteur Institute of Morocco, Casablanca, Morocco.
Salaheddine RedouaneLaboratory of Genomics and Human Genetics, Institut Pasteur du Maroc, Casablanca, Morocco.
Jacob GalanDepartment of Human Genetics, The University of Texas Rio Grande Valley School of Medicine, Brownsville, TX, United States.
Hicham HboubLaboratory of Venoms and Toxins, Pasteur Institute of Morocco, Casablanca, Morocco.
Lahoussaine AserrarLaboratory of Onco-Pathology, Biology and Cancer Environment, Faculty of Medicine, University Mohammed VI of Sciences and Health, Casablanca, Morocco.
Salma ChakirLaboratory of Venoms and Toxins, Pasteur Institute of Morocco, Casablanca, Morocco.
Ahmed Salim LahlouLaboratory of Venoms and Toxins, Pasteur Institute of Morocco, Casablanca, Morocco.
Hinde AassilaAgri-Food and Health Laboratory, Faculty of Science and Technology, Hassan First University of Settat, Settat, Morocco.
Rachid El FatimyFaculty of Medical Sciences, UM6P Hospitals, Mohammed VI Polytechnic University, Benguerir, Morocco.
Naoual OukkacheLaboratory of Venoms and Toxins, Pasteur Institute of Morocco, Casablanca, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objective: While vaccination remains central to controlling the COVID-19 pandemic, the emergence of SARS-CoV-2 variants with partial resistance to immune responses has highlighted the need for complementary therapeutic strategies. Among these, antiviral agents that inhibit viral entry mechanisms are of particular interest. Animal venoms, especially scorpion venoms, are a rich source of bioactive peptides with potential antiviral properties. This study aimed to evaluate peptides derived from the Moroccan scorpion Material and Methodology: Six peptides from the venom of the scorpion Results: Four peptides (AM1, AM3, AM4 and AM5) showed strong predicted antiviral activity (>85%). Docking identified AM5 as the most affinity ligand (ΔG = -14.0 kcal/mol), targeting the S2 fusion domain, followed by AM3 (allosteric mechanism), AM4 (targeting the furin cleavage site), and AM1 (specific RBD inhibitor). MD simulations revealed that AM1, AM3, and AM5 form structurally stable complexes (low and constant RMSD). In contrast, AM4 induces significant conformational instability (high and non-convergent RMSD) and overall decompaction. Thermodynamic analyses (FEL) confirm the superior stability of the AM3 and AM5 complexes. These results position AM5 as the most promising blocking candidate.

Indexed as

Androctonus mauretanicusantiviral agentsCOVID-19molecular dockingmolecular dynamicsSARS-CoV-2spike proteinvenom peptides

Identifiers

PMID41938340
PMCPMC13044517

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.