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Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study
The main protease (M(pro)) is a potential druggable target in SARS-CoV-2 replication. Herein, an in silico study was conducted to mine for M(pro) inhibitors from toxin sources. A toxin and toxin-target database (T3DB) was virtually screened for inhibitor activity towards the M(pro) enzyme utilizing...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8875976/ https://www.ncbi.nlm.nih.gov/pubmed/35215266 http://dx.doi.org/10.3390/ph15020153 |
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author | Ibrahim, Mahmoud A. A. Abdelrahman, Alaa H. M. Jaragh-Alhadad, Laila A. Atia, Mohamed A. M. Alzahrani, Othman R. Ahmed, Muhammad Naeem Moustafa, Moustafa Sherief Soliman, Mahmoud E. S. Shawky, Ahmed M. Paré, Paul W. Hegazy, Mohamed-Elamir F. Sidhom, Peter A. |
author_facet | Ibrahim, Mahmoud A. A. Abdelrahman, Alaa H. M. Jaragh-Alhadad, Laila A. Atia, Mohamed A. M. Alzahrani, Othman R. Ahmed, Muhammad Naeem Moustafa, Moustafa Sherief Soliman, Mahmoud E. S. Shawky, Ahmed M. Paré, Paul W. Hegazy, Mohamed-Elamir F. Sidhom, Peter A. |
author_sort | Ibrahim, Mahmoud A. A. |
collection | PubMed |
description | The main protease (M(pro)) is a potential druggable target in SARS-CoV-2 replication. Herein, an in silico study was conducted to mine for M(pro) inhibitors from toxin sources. A toxin and toxin-target database (T3DB) was virtually screened for inhibitor activity towards the M(pro) enzyme utilizing molecular docking calculations. Promising toxins were subsequently characterized using a combination of molecular dynamics (MD) simulations and molecular mechanics-generalized Born surface area (MM-GBSA) binding energy estimations. According to the MM-GBSA binding energies over 200 ns MD simulations, three toxins—namely philanthotoxin (T3D2489), azaspiracid (T3D2672), and taziprinone (T3D2378)—demonstrated higher binding affinities against SARS-CoV-2 M(pro) than the co-crystalized inhibitor XF7 with MM-GBSA binding energies of −58.9, −55.9, −50.1, and −43.7 kcal/mol, respectively. The molecular network analyses showed that philanthotoxin provides a ligand lead using the STRING database, which includes the biochemical top 20 signaling genes CTSB, CTSL, and CTSK. Ultimately, pathway enrichment analysis (PEA) and Reactome mining results revealed that philanthotoxin could prevent severe lung injury in COVID-19 patients through the remodeling of interleukins (IL-4 and IL-13) and the matrix metalloproteinases (MMPs). These findings have identified that philanthotoxin—a venom of the Egyptian solitary wasp—holds promise as a potential M(pro) inhibitor and warrants further in vitro/in vivo validation. |
format | Online Article Text |
id | pubmed-8875976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88759762022-02-26 Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study Ibrahim, Mahmoud A. A. Abdelrahman, Alaa H. M. Jaragh-Alhadad, Laila A. Atia, Mohamed A. M. Alzahrani, Othman R. Ahmed, Muhammad Naeem Moustafa, Moustafa Sherief Soliman, Mahmoud E. S. Shawky, Ahmed M. Paré, Paul W. Hegazy, Mohamed-Elamir F. Sidhom, Peter A. Pharmaceuticals (Basel) Article The main protease (M(pro)) is a potential druggable target in SARS-CoV-2 replication. Herein, an in silico study was conducted to mine for M(pro) inhibitors from toxin sources. A toxin and toxin-target database (T3DB) was virtually screened for inhibitor activity towards the M(pro) enzyme utilizing molecular docking calculations. Promising toxins were subsequently characterized using a combination of molecular dynamics (MD) simulations and molecular mechanics-generalized Born surface area (MM-GBSA) binding energy estimations. According to the MM-GBSA binding energies over 200 ns MD simulations, three toxins—namely philanthotoxin (T3D2489), azaspiracid (T3D2672), and taziprinone (T3D2378)—demonstrated higher binding affinities against SARS-CoV-2 M(pro) than the co-crystalized inhibitor XF7 with MM-GBSA binding energies of −58.9, −55.9, −50.1, and −43.7 kcal/mol, respectively. The molecular network analyses showed that philanthotoxin provides a ligand lead using the STRING database, which includes the biochemical top 20 signaling genes CTSB, CTSL, and CTSK. Ultimately, pathway enrichment analysis (PEA) and Reactome mining results revealed that philanthotoxin could prevent severe lung injury in COVID-19 patients through the remodeling of interleukins (IL-4 and IL-13) and the matrix metalloproteinases (MMPs). These findings have identified that philanthotoxin—a venom of the Egyptian solitary wasp—holds promise as a potential M(pro) inhibitor and warrants further in vitro/in vivo validation. MDPI 2022-01-27 /pmc/articles/PMC8875976/ /pubmed/35215266 http://dx.doi.org/10.3390/ph15020153 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ibrahim, Mahmoud A. A. Abdelrahman, Alaa H. M. Jaragh-Alhadad, Laila A. Atia, Mohamed A. M. Alzahrani, Othman R. Ahmed, Muhammad Naeem Moustafa, Moustafa Sherief Soliman, Mahmoud E. S. Shawky, Ahmed M. Paré, Paul W. Hegazy, Mohamed-Elamir F. Sidhom, Peter A. Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title | Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title_full | Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title_fullStr | Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title_full_unstemmed | Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title_short | Exploring Toxins for Hunting SARS-CoV-2 Main Protease Inhibitors: Molecular Docking, Molecular Dynamics, Pharmacokinetic Properties, and Reactome Study |
title_sort | exploring toxins for hunting sars-cov-2 main protease inhibitors: molecular docking, molecular dynamics, pharmacokinetic properties, and reactome study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8875976/ https://www.ncbi.nlm.nih.gov/pubmed/35215266 http://dx.doi.org/10.3390/ph15020153 |
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