Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach

COVID-19 is a disease that puts most of the world on lockdown and the search for therapeutic drugs is still ongoing. Therefore, this study used in silico screening to identify natural bioactive compounds from fruits, herbaceous plants, and marine invertebrates that are able to inhibit protease activ...

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Main Authors: Bharadwaj, Kaushik Kumar, Sarkar, Tanmay, Ghosh, Arabinda, Baishya, Debabrat, Rabha, Bijuli, Kumar Panda, Manasa, Bryan Raveen, Nelson, Akbar John, B., Sheikh Mohamed, Hassan Ibrahim, Dash, Bisnu Prasad, Atan Edinur, Hisham, Pati, Siddhartha
Format: Article
Language:English
Published: Springer Nature 2021
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Online Access:http://irep.iium.edu.my/91044/1/91044_Macrolactin%20A%20as%20a%20novel%20inhibitory%20agent.pdf
http://irep.iium.edu.my/91044/
https://link.springer.com/article/10.1007/s12010-021-03608-7
https://doi.org/10.1007/s12010-021-03608-7
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spelling my.iium.irep.910442021-07-26T10:13:00Z http://irep.iium.edu.my/91044/ Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach Bharadwaj, Kaushik Kumar Sarkar, Tanmay Ghosh, Arabinda Baishya, Debabrat Rabha, Bijuli Kumar Panda, Manasa Bryan Raveen, Nelson Akbar John, B. Sheikh Mohamed, Hassan Ibrahim Dash, Bisnu Prasad Atan Edinur, Hisham Pati, Siddhartha Q Science (General) COVID-19 is a disease that puts most of the world on lockdown and the search for therapeutic drugs is still ongoing. Therefore, this study used in silico screening to identify natural bioactive compounds from fruits, herbaceous plants, and marine invertebrates that are able to inhibit protease activity in SARS-CoV-2 (PDB: 6LU7). We have used extensive screening strategies such as drug likeliness, antiviral activity value prediction, molecular docking, ADME, molecular dynamics (MD) simulation, and MM/GBSA. A total of 17 compounds were shortlisted using Lipinski’s rule in which 5 compounds showed significant predicted antiviral activity values. Among these 5, only 2 compounds, Macrolactin A and Stachyflin, showed good binding energy of −9.22 and −8.00 kcal/mol, respectively, within the binding pocket of the Mpro catalytic residues (HIS 41 and CYS 145). These two compounds were further analyzed to determine their ADME properties. The ADME evaluation of these 2 compounds suggested that they could be effective in developing therapeutic drugs to be used in clinical trials. MD simulations showed that protein–ligand complexes of Macrolactin A and Stachyflin with the target receptor (6LU7) were stable for 100 nanoseconds. The MM/GBSA calculations of Mpro–Macrolactin A complex indicated higher binding free energy (−42.58 ± 6.35 kcal/mol). Dynamic cross-correlation matrix (DCCM) and principal component analysis (PCA) on the residual movement in the MD trajectories further confirmed the stability of Macrolactin A bound state with 6LU7. In conclusion, this study showed that marine natural compound Macrolactin A could be an effective therapeutic inhibitor against SARS-CoV-2 protease (6LU7). Additional in vitro and in vivo validations are strongly needed to determine the efficacy and therapeutic dose of Macrolactin A in biological systems. Springer Nature 2021-07-01 Article PeerReviewed application/pdf en http://irep.iium.edu.my/91044/1/91044_Macrolactin%20A%20as%20a%20novel%20inhibitory%20agent.pdf Bharadwaj, Kaushik Kumar and Sarkar, Tanmay and Ghosh, Arabinda and Baishya, Debabrat and Rabha, Bijuli and Kumar Panda, Manasa and Bryan Raveen, Nelson and Akbar John, B. and Sheikh Mohamed, Hassan Ibrahim and Dash, Bisnu Prasad and Atan Edinur, Hisham and Pati, Siddhartha (2021) Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach. Applied Biochemistry and Biotechnology. pp. 1-24. ISSN 0273-2289 E-ISSN 1559-0291 https://link.springer.com/article/10.1007/s12010-021-03608-7 https://doi.org/10.1007/s12010-021-03608-7
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic Q Science (General)
spellingShingle Q Science (General)
Bharadwaj, Kaushik Kumar
Sarkar, Tanmay
Ghosh, Arabinda
Baishya, Debabrat
Rabha, Bijuli
Kumar Panda, Manasa
Bryan Raveen, Nelson
Akbar John, B.
Sheikh Mohamed, Hassan Ibrahim
Dash, Bisnu Prasad
Atan Edinur, Hisham
Pati, Siddhartha
Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
description COVID-19 is a disease that puts most of the world on lockdown and the search for therapeutic drugs is still ongoing. Therefore, this study used in silico screening to identify natural bioactive compounds from fruits, herbaceous plants, and marine invertebrates that are able to inhibit protease activity in SARS-CoV-2 (PDB: 6LU7). We have used extensive screening strategies such as drug likeliness, antiviral activity value prediction, molecular docking, ADME, molecular dynamics (MD) simulation, and MM/GBSA. A total of 17 compounds were shortlisted using Lipinski’s rule in which 5 compounds showed significant predicted antiviral activity values. Among these 5, only 2 compounds, Macrolactin A and Stachyflin, showed good binding energy of −9.22 and −8.00 kcal/mol, respectively, within the binding pocket of the Mpro catalytic residues (HIS 41 and CYS 145). These two compounds were further analyzed to determine their ADME properties. The ADME evaluation of these 2 compounds suggested that they could be effective in developing therapeutic drugs to be used in clinical trials. MD simulations showed that protein–ligand complexes of Macrolactin A and Stachyflin with the target receptor (6LU7) were stable for 100 nanoseconds. The MM/GBSA calculations of Mpro–Macrolactin A complex indicated higher binding free energy (−42.58 ± 6.35 kcal/mol). Dynamic cross-correlation matrix (DCCM) and principal component analysis (PCA) on the residual movement in the MD trajectories further confirmed the stability of Macrolactin A bound state with 6LU7. In conclusion, this study showed that marine natural compound Macrolactin A could be an effective therapeutic inhibitor against SARS-CoV-2 protease (6LU7). Additional in vitro and in vivo validations are strongly needed to determine the efficacy and therapeutic dose of Macrolactin A in biological systems.
format Article
author Bharadwaj, Kaushik Kumar
Sarkar, Tanmay
Ghosh, Arabinda
Baishya, Debabrat
Rabha, Bijuli
Kumar Panda, Manasa
Bryan Raveen, Nelson
Akbar John, B.
Sheikh Mohamed, Hassan Ibrahim
Dash, Bisnu Prasad
Atan Edinur, Hisham
Pati, Siddhartha
author_facet Bharadwaj, Kaushik Kumar
Sarkar, Tanmay
Ghosh, Arabinda
Baishya, Debabrat
Rabha, Bijuli
Kumar Panda, Manasa
Bryan Raveen, Nelson
Akbar John, B.
Sheikh Mohamed, Hassan Ibrahim
Dash, Bisnu Prasad
Atan Edinur, Hisham
Pati, Siddhartha
author_sort Bharadwaj, Kaushik Kumar
title Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
title_short Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
title_full Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
title_fullStr Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
title_full_unstemmed Macrolactin A as a novel inhibitory agent for SARS-CoV-2 Mpro: bioinformatics approach
title_sort macrolactin a as a novel inhibitory agent for sars-cov-2 mpro: bioinformatics approach
publisher Springer Nature
publishDate 2021
url http://irep.iium.edu.my/91044/1/91044_Macrolactin%20A%20as%20a%20novel%20inhibitory%20agent.pdf
http://irep.iium.edu.my/91044/
https://link.springer.com/article/10.1007/s12010-021-03608-7
https://doi.org/10.1007/s12010-021-03608-7
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