Hafs Essaadi , Marouane Aherkou , Mohammed Hakmi , Ilham Kandoussi , Rachid Eljaoudi , Lahcen Belyamani , Azeddine Ibrahimi , Naima El Hafidi
{"title":"蜂胶化合物的筛选揭示了鼻病毒3C蛋白酶的潜在抑制剂:一个计算研究","authors":"Hafs Essaadi , Marouane Aherkou , Mohammed Hakmi , Ilham Kandoussi , Rachid Eljaoudi , Lahcen Belyamani , Azeddine Ibrahimi , Naima El Hafidi","doi":"10.1016/j.jmgm.2025.109121","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and aim</h3><div>Rhinoviruses are major causes of respiratory infections and often aggravate conditions such as asthma. The protein 3C protease plays a crucial role as it blocks the virus replication. This study explores the potential of natural inhibitors, specifically Propolis compounds targeting the protein 3Cpro, which is a promising and less toxic alternative compared to the standard synthetic inhibitor, Rupintrivir.</div></div><div><h3>Experimental procedure</h3><div>A set of 60 propolis-derived molecules was selected and prepared for molecular docking simulations to evaluate their binding affinity to 3Cpro, then ligand-3Cpro protein interactions were visualized. A 200ns molecular dynamics (MD) simulation was conducted to assess the stability of the protein-ligand complexes, then the following MD parameters were analyzed: RMSD, RMSF, SASA, Rg, and hydrogen bonding. Binding free energies were further estimated using MM-PBSA, and per-residue energy decomposition was performed to identify key stabilizing interactions.</div></div><div><h3>Results</h3><div>The potential compounds Rutin and Retusapurpurin A displayed binding energies of −8.0 kcal/mol and −8.78 kcal/mol, respectively, outperforming the reference inhibitor Rupintrivir (−6.66 kcal/mol). MD simulations revealed that both ligands effectively stabilize 3Cpro, with RMSD scores of 1.02 ± 0.10 nm and 1,21 ± 0.22, respectively, and are also more stable in the pocket than Rupintrivir. These ligands also reduced RMSF, SASA, and Rg scores. MM-PBSA calculations showed more favorable binding energies for Rutin (−35.65 kcal/mol) and Retusapurpurin A (−31.59 kcal/mol) compared to Rupintrivir (−25.44 kcal/mol). Per-residue decomposition further revealed strong energetic contributions from catalytic site residues (His40, Glu71, and Cys147), especially in the Rutin complex.</div></div><div><h3>Conclusion</h3><div>The potential compounds Rutin and Retusapurpurin A are promising inhibitors targeting 3Cpro, exhibiting elevated potential efficacy compared to Rupintrivir. These results pave the way for the development of natural antivirals derived from Propolis and support its use as a dietary supplement for the treatment of rhinovirus infections. The chemical diversity of Propolis could limit the emergence of viral resistance. However, <em>in vitro</em> and <em>in vivo</em> experimental validation is required to confirm these observations.</div></div>","PeriodicalId":16361,"journal":{"name":"Journal of molecular graphics & modelling","volume":"140 ","pages":"Article 109121"},"PeriodicalIF":2.7000,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Screening of Propolis compounds reveals potential inhibitors of rhinovirus 3C protease: A computational study\",\"authors\":\"Hafs Essaadi , Marouane Aherkou , Mohammed Hakmi , Ilham Kandoussi , Rachid Eljaoudi , Lahcen Belyamani , Azeddine Ibrahimi , Naima El Hafidi\",\"doi\":\"10.1016/j.jmgm.2025.109121\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and aim</h3><div>Rhinoviruses are major causes of respiratory infections and often aggravate conditions such as asthma. The protein 3C protease plays a crucial role as it blocks the virus replication. This study explores the potential of natural inhibitors, specifically Propolis compounds targeting the protein 3Cpro, which is a promising and less toxic alternative compared to the standard synthetic inhibitor, Rupintrivir.</div></div><div><h3>Experimental procedure</h3><div>A set of 60 propolis-derived molecules was selected and prepared for molecular docking simulations to evaluate their binding affinity to 3Cpro, then ligand-3Cpro protein interactions were visualized. A 200ns molecular dynamics (MD) simulation was conducted to assess the stability of the protein-ligand complexes, then the following MD parameters were analyzed: RMSD, RMSF, SASA, Rg, and hydrogen bonding. Binding free energies were further estimated using MM-PBSA, and per-residue energy decomposition was performed to identify key stabilizing interactions.</div></div><div><h3>Results</h3><div>The potential compounds Rutin and Retusapurpurin A displayed binding energies of −8.0 kcal/mol and −8.78 kcal/mol, respectively, outperforming the reference inhibitor Rupintrivir (−6.66 kcal/mol). MD simulations revealed that both ligands effectively stabilize 3Cpro, with RMSD scores of 1.02 ± 0.10 nm and 1,21 ± 0.22, respectively, and are also more stable in the pocket than Rupintrivir. These ligands also reduced RMSF, SASA, and Rg scores. MM-PBSA calculations showed more favorable binding energies for Rutin (−35.65 kcal/mol) and Retusapurpurin A (−31.59 kcal/mol) compared to Rupintrivir (−25.44 kcal/mol). Per-residue decomposition further revealed strong energetic contributions from catalytic site residues (His40, Glu71, and Cys147), especially in the Rutin complex.</div></div><div><h3>Conclusion</h3><div>The potential compounds Rutin and Retusapurpurin A are promising inhibitors targeting 3Cpro, exhibiting elevated potential efficacy compared to Rupintrivir. These results pave the way for the development of natural antivirals derived from Propolis and support its use as a dietary supplement for the treatment of rhinovirus infections. The chemical diversity of Propolis could limit the emergence of viral resistance. However, <em>in vitro</em> and <em>in vivo</em> experimental validation is required to confirm these observations.</div></div>\",\"PeriodicalId\":16361,\"journal\":{\"name\":\"Journal of molecular graphics & modelling\",\"volume\":\"140 \",\"pages\":\"Article 109121\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of molecular graphics & modelling\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1093326325001810\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of molecular graphics & modelling","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1093326325001810","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
Screening of Propolis compounds reveals potential inhibitors of rhinovirus 3C protease: A computational study
Background and aim
Rhinoviruses are major causes of respiratory infections and often aggravate conditions such as asthma. The protein 3C protease plays a crucial role as it blocks the virus replication. This study explores the potential of natural inhibitors, specifically Propolis compounds targeting the protein 3Cpro, which is a promising and less toxic alternative compared to the standard synthetic inhibitor, Rupintrivir.
Experimental procedure
A set of 60 propolis-derived molecules was selected and prepared for molecular docking simulations to evaluate their binding affinity to 3Cpro, then ligand-3Cpro protein interactions were visualized. A 200ns molecular dynamics (MD) simulation was conducted to assess the stability of the protein-ligand complexes, then the following MD parameters were analyzed: RMSD, RMSF, SASA, Rg, and hydrogen bonding. Binding free energies were further estimated using MM-PBSA, and per-residue energy decomposition was performed to identify key stabilizing interactions.
Results
The potential compounds Rutin and Retusapurpurin A displayed binding energies of −8.0 kcal/mol and −8.78 kcal/mol, respectively, outperforming the reference inhibitor Rupintrivir (−6.66 kcal/mol). MD simulations revealed that both ligands effectively stabilize 3Cpro, with RMSD scores of 1.02 ± 0.10 nm and 1,21 ± 0.22, respectively, and are also more stable in the pocket than Rupintrivir. These ligands also reduced RMSF, SASA, and Rg scores. MM-PBSA calculations showed more favorable binding energies for Rutin (−35.65 kcal/mol) and Retusapurpurin A (−31.59 kcal/mol) compared to Rupintrivir (−25.44 kcal/mol). Per-residue decomposition further revealed strong energetic contributions from catalytic site residues (His40, Glu71, and Cys147), especially in the Rutin complex.
Conclusion
The potential compounds Rutin and Retusapurpurin A are promising inhibitors targeting 3Cpro, exhibiting elevated potential efficacy compared to Rupintrivir. These results pave the way for the development of natural antivirals derived from Propolis and support its use as a dietary supplement for the treatment of rhinovirus infections. The chemical diversity of Propolis could limit the emergence of viral resistance. However, in vitro and in vivo experimental validation is required to confirm these observations.
期刊介绍:
The Journal of Molecular Graphics and Modelling is devoted to the publication of papers on the uses of computers in theoretical investigations of molecular structure, function, interaction, and design. The scope of the journal includes all aspects of molecular modeling and computational chemistry, including, for instance, the study of molecular shape and properties, molecular simulations, protein and polymer engineering, drug design, materials design, structure-activity and structure-property relationships, database mining, and compound library design.
As a primary research journal, JMGM seeks to bring new knowledge to the attention of our readers. As such, submissions to the journal need to not only report results, but must draw conclusions and explore implications of the work presented. Authors are strongly encouraged to bear this in mind when preparing manuscripts. Routine applications of standard modelling approaches, providing only very limited new scientific insight, will not meet our criteria for publication. Reproducibility of reported calculations is an important issue. Wherever possible, we urge authors to enhance their papers with Supplementary Data, for example, in QSAR studies machine-readable versions of molecular datasets or in the development of new force-field parameters versions of the topology and force field parameter files. Routine applications of existing methods that do not lead to genuinely new insight will not be considered.