AI Article Synopsis

  • Main protease (M) of SARS-CoV-2 is crucial for the virus's replication, and this study aimed to discover natural inhibitors using in silico methods by examining the co-crystal structure of M and telaprevir.
  • The researchers screened the "ZINC Natural Products" database and narrowed down 288 compounds based on pharmacophore features, and then applied Lipinski's rule of five, leading to 15 viable compounds for further analysis.
  • After docking these compounds to M, they identified ZINC61991204 and ZINC67910260 as promising candidates for inhibiting M due to their drug-like properties and low toxicity.

Article Abstract

Main protease (M) plays a key role in replication of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). This study was designed for finding natural inhibitors of SARS-CoV-2 M by in silico methods. To this end, the co-crystal structure of M with telaprevir was explored and receptor-ligand pharmacophore models were developed and validated using pharmit. The database of "ZINC Natural Products" was screened, and 288 compounds were filtered according to pharmacophore features. In the next step, Lipinski's rule of five was applied and absorption, distribution, metabolism, excretion, and toxicity (ADMET) of the filtered compounds were calculated using in silico methods. The resulted 15 compounds were docked into the active site of M and those with the highest binding scores and better interaction including ZINC61991204, ZINC67910260, ZINC61991203, and ZINC08790293 were selected. Further analysis by molecular dynamic simulation studies showed that ZINC61991203 and ZINC08790293 dissociated from M active site, while ZINC426421106 and ZINC5481346 were stable. Root mean square deviation (RMSD), radius of gyration (Rg), number of hydrogen bonds between ligand and protein during the time of simulation, and root mean square fluctuations (RMSF) of protein and ligands were calculated, and components of binding free energy were calculated using the molecular mechanic/Poisson-Boltzmann surface area (MM/PBSA) method. The result of all the analysis indicated that ZINC61991204 and ZINC67910260 are drug-like and nontoxic and have a high potential for inhibiting M.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420677PMC
http://dx.doi.org/10.1007/s00894-022-05286-6DOI Listing

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