Evidence map›Paper›PMID 42714811›Full record

ArticleMolecular diversity2026

Computational discovery of novel human rhinovirus 3 C protease inhibitors: molecular docking, dynamic simulations, free energy landscape, MMPBSA and ADMET analysis.

Hafs Essaadi, Abdelfateh Chourir, Jouhaina Kourou, Farah Makhloufi, Ouissal Hachlaf, Aya Abidou, Saber Boutayeb, Rachid Eljaoudi, Lahcen Belyamani, Azeddine Ibrahimi and 2 more

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Article in Molecular diversity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Hafs EssaadiPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Abdelfateh ChourirPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Jouhaina KourouMedical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Farah MakhloufiPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Ouissal HachlafPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Aya AbidouPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Saber BoutayebMohammed VI Center For Research and Innovation, Rabat, Morocco.
Rachid EljaoudiMedical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Lahcen BelyamaniMohammed VI Center For Research and Innovation, Rabat, Morocco.
Azeddine IbrahimiMedical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco.
Mohammed HakmiMohammed VI Center For Research and Innovation, Rabat, Morocco.
Naima El HafidiPediatric Translational Clinical Research Unit, Medical Biotechnology lab (MedBiotech) Bioinova Research Center, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco. n.elhafidi@um5r.ac.ma.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human rhinoviruses (HRVs) are major causative agents of the common cold and are strongly associated with asthma exacerbation, highlighting the need for effective antivirals. Because the viral 3 C protease (3Cpro) is essential for polyprotein processing and is highly conserved among HRV species, it represents an attractive therapeutic target. In this study, we performed structure-based virtual screening of 49,437 compounds against HRV-C 3Cpro using AutoDock Vina, followed by ADMET-based prioritization of the top hits. Docking analysis identified two lead compounds that favorably occupied the catalytic pocket and formed stabilizing interactions with key residues, including His40, Glu71, and Cys147, in comparison with the reference inhibitor rupintrivir. In 200-ns molecular dynamics simulations, both compounds stabilized the protease relative to the apo form, with compound 1 showing the lowest protein RMSD (1.21 ± 0.22 Å) and compound 2 producing the lowest Cys147 RMSF (0.48 Å). Both ligands also displayed lower ligand RMSD values than rupintrivir (compound 1: 1.49 ± 0.78 Å; compound 2: 2.01 ± 0.39 Å; rupintrivir: 4.83 ± 0.89 Å), indicating more persistent binding within the active site. MM/PBSA analysis further supported stronger effective binding for compound 1 (-23.59 ± 6.87 kcal/mol) and compound 2 (-25.25 ± 5.75 kcal/mol) than for rupintrivir (-19.43 ± 4.46 kcal/mol). Taken together, these results identify compounds 1 and 2 as promising non-covalent HRV 3Cpro inhibitor candidates for further experimental validation.

Indexed as

3 C protease inhibitorsFree energy landscape and MMPBSAHuman rhinovirusMolecular dynamics

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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.