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In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors
Coronavirus Disease 2019 (COVID-19) is an infectious illness caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), originally identified in Wuhan, China (December 2019) and has since expanded into a pandemic. Here, we investigate metabolites present in several common spices as poss...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543985/ https://www.ncbi.nlm.nih.gov/pubmed/33065388 http://dx.doi.org/10.1016/j.compbiomed.2020.104046 |
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author | Ibrahim, Mahmoud A.A. Abdelrahman, Alaa H.M. Hussien, Taha A. Badr, Esraa A.A. Mohamed, Tarik A. El-Seedi, Hesham R. Pare, Paul W. Efferth, Thomas Hegazy, Mohamed-Elamir F. |
author_facet | Ibrahim, Mahmoud A.A. Abdelrahman, Alaa H.M. Hussien, Taha A. Badr, Esraa A.A. Mohamed, Tarik A. El-Seedi, Hesham R. Pare, Paul W. Efferth, Thomas Hegazy, Mohamed-Elamir F. |
author_sort | Ibrahim, Mahmoud A.A. |
collection | PubMed |
description | Coronavirus Disease 2019 (COVID-19) is an infectious illness caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), originally identified in Wuhan, China (December 2019) and has since expanded into a pandemic. Here, we investigate metabolites present in several common spices as possible inhibitors of COVID-19. Specifically, 32 compounds isolated from 14 cooking seasonings were examined as inhibitors for SARS-CoV-2 main protease (M(pro)), which is required for viral multiplication. Using a drug discovery approach to identify possible antiviral leads, in silico molecular docking studies were performed. Docking calculations revealed a high potency of salvianolic acid A and curcumin as M(pro) inhibitors with binding energies of −9.7 and −9.2 kcal/mol, respectively. Binding mode analysis demonstrated the ability of salvianolic acid A and curcumin to form nine and six hydrogen bonds, respectively with amino acids proximal to M(pro)'s active site. Stabilities and binding affinities of the two identified natural spices were calculated over 40 ns molecular dynamics simulations and compared to an antiviral protease inhibitor (lopinavir). Molecular mechanics-generalized Born surface area energy calculations revealed greater salvianolic acid A affinity for the enzyme over curcumin and lopinavir with energies of −44.8, −34.2 and −34.8 kcal/mol, respectively. Using a STRING database, protein-protein interactions were identified for salvianolic acid A included the biochemical signaling genes ACE, MAPK14 and ESR1; and for curcumin, EGFR and TNF. This study establishes salvianolic acid A as an in silico natural product inhibitor against the SARS-CoV-2 main protease and provides a promising inhibitor lead for in vitro enzyme testing. |
format | Online Article Text |
id | pubmed-7543985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75439852020-10-09 In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors Ibrahim, Mahmoud A.A. Abdelrahman, Alaa H.M. Hussien, Taha A. Badr, Esraa A.A. Mohamed, Tarik A. El-Seedi, Hesham R. Pare, Paul W. Efferth, Thomas Hegazy, Mohamed-Elamir F. Comput Biol Med Article Coronavirus Disease 2019 (COVID-19) is an infectious illness caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), originally identified in Wuhan, China (December 2019) and has since expanded into a pandemic. Here, we investigate metabolites present in several common spices as possible inhibitors of COVID-19. Specifically, 32 compounds isolated from 14 cooking seasonings were examined as inhibitors for SARS-CoV-2 main protease (M(pro)), which is required for viral multiplication. Using a drug discovery approach to identify possible antiviral leads, in silico molecular docking studies were performed. Docking calculations revealed a high potency of salvianolic acid A and curcumin as M(pro) inhibitors with binding energies of −9.7 and −9.2 kcal/mol, respectively. Binding mode analysis demonstrated the ability of salvianolic acid A and curcumin to form nine and six hydrogen bonds, respectively with amino acids proximal to M(pro)'s active site. Stabilities and binding affinities of the two identified natural spices were calculated over 40 ns molecular dynamics simulations and compared to an antiviral protease inhibitor (lopinavir). Molecular mechanics-generalized Born surface area energy calculations revealed greater salvianolic acid A affinity for the enzyme over curcumin and lopinavir with energies of −44.8, −34.2 and −34.8 kcal/mol, respectively. Using a STRING database, protein-protein interactions were identified for salvianolic acid A included the biochemical signaling genes ACE, MAPK14 and ESR1; and for curcumin, EGFR and TNF. This study establishes salvianolic acid A as an in silico natural product inhibitor against the SARS-CoV-2 main protease and provides a promising inhibitor lead for in vitro enzyme testing. Elsevier Ltd. 2020-11 2020-10-08 /pmc/articles/PMC7543985/ /pubmed/33065388 http://dx.doi.org/10.1016/j.compbiomed.2020.104046 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Ibrahim, Mahmoud A.A. Abdelrahman, Alaa H.M. Hussien, Taha A. Badr, Esraa A.A. Mohamed, Tarik A. El-Seedi, Hesham R. Pare, Paul W. Efferth, Thomas Hegazy, Mohamed-Elamir F. In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title | In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title_full | In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title_fullStr | In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title_full_unstemmed | In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title_short | In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors |
title_sort | in silico drug discovery of major metabolites from spices as sars-cov-2 main protease inhibitors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543985/ https://www.ncbi.nlm.nih.gov/pubmed/33065388 http://dx.doi.org/10.1016/j.compbiomed.2020.104046 |
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