4.6 Article

In silico identification of novel SARS-COV-2 2′-O-methyltransferase (nsp16) inhibitors: structure-based virtual screening, molecular dynamics simulation and MM-PBSA approaches

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TAYLOR & FRANCIS LTD
DOI: 10.1080/14756366.2021.1885396

关键词

SARS COV-2 2′ -O-methyltransferase (nsp16) Inhibitor; 3D pharmacophore; molecular dynamics; MM-PBSA calculations; COVID-19 therapies

资金

  1. Deanship of Scientific Research at King Saud University [RG-1439-065]

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This study aimed to identify a potential inhibitor for SARS CoV-2 nsp16, an important target in the virus life cycle. Through virtual screening and molecular dynamics simulations, compound 11 was identified as the best potential nsp16 inhibitor with improved stability and binding free energy compared to Sinefungin.
The novel coronavirus disease COVID-19, caused by the virus SARS CoV-2, has exerted a significant unprecedented economic and medical crisis, in addition to its impact on the daily life and health care systems all over the world. Regrettably, no vaccines or drugs are currently available for this new critical emerging human disease. Joining the global fight against COVID-19, in this study we aim at identifying a potential novel inhibitor for SARS COV-2 2 '-O-methyltransferase (nsp16) which is one of the most attractive targets in the virus life cycle, responsible for the viral RNA protection via a cap formation process. Firstly, nsp16 enzyme bound to Sinefungin was retrieved from the protein data bank (PDB ID: 6WKQ), then, a 3D pharmacophore model was constructed to be applied to screen 48 Million drug-like compounds of the Zinc database. This resulted in only 24 compounds which were subsequently docked into the enzyme. The best four score-ordered hits from the docking outcome exhibited better scores compared to Sinefungin. Finally, three molecular dynamics (MD) simulation experiments for 150 ns were carried out as a refinement step for our proposed approach. The MD and MM-PBSA outputs revealed compound 11 as the best potential nsp16 inhibitor herein identified, as it displayed a better stability and average binding free energy for the ligand-enzyme complex compared to Sinefungin.

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