Prediction of Novel Inhibitors of the Main Protease (M-pro) of SARS-CoV-2 through Consensus Docking and Drug Reposition
1
Departament de Bioquímica i
Biotecnologia, Research group in Cheminformatics & Nutrition, Campus
de Sescelades, Universitat Rovira i Virgili, 43007 Tarragona,
Catalonia, Spain
2
Escoles Universitàries Gimbernat i Tomàs Cerdà, 08174 Sant Cugat del Vallès, Barcelona, Catalonia, Spain
3
EURECAT, TECNIO, CEICS, Avinguda Universitat 1, 43204 Reus Catalonia, Spain
*
Authors to whom correspondence should be addressed.
†
Both authors contributed equally to this study.
Int. J. Mol. Sci. 2020, 21(11), 3793; https://doi.org/10.3390/ijms21113793 (registering DOI)
Received: 14 April 2020 / Revised: 16 May 2020 / Accepted: 22 May 2020 / Published: 27 May 2020
(This article belongs to the Special Issue New Avenues in Molecular Docking for Drug Design 2020)
Abstract
Since the outbreak
of the COVID-19 pandemic in December 2019 and its rapid spread
worldwide, the scientific community has been under pressure to react and
make progress in the development of an effective treatment against the
virus responsible for the disease. Here, we implement an original
virtual screening (VS) protocol for repositioning approved drugs in
order to predict which of them could inhibit the main protease of the
virus (M-pro), a key target for antiviral drugs given its essential role
in the virus’ replication. Two different libraries of approved drugs
were docked against the structure of M-pro using Glide, FRED and
AutoDock Vina, and only the equivalent high affinity binding modes
predicted simultaneously by the three docking programs were considered
to correspond to bioactive poses. In this way, we took advantage of the
three sampling algorithms to generate hypothetic binding modes without
relying on a single scoring function to rank the results. Seven possible
SARS-CoV-2 M-pro inhibitors were predicted using this approach:
Perampanel, Carprofen, Celecoxib, Alprazolam, Trovafloxacin,
Sarafloxacin and ethyl biscoumacetate. Carprofen and Celecoxib have been
selected by the COVID Moonshot initiative for in vitro testing; they
show 3.97 and 11.90% M-pro inhibition at 50 µM, respectively.
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