Repurposing of the approved small molecule drugs in order to inhibit SARS-CoV-2 S protein and human ACE2 interaction through virtual screening approaches
Hourieh Kalhor, Solmaz Sadeghi, Hoda Abolhasani, Reyhaneh Kalhor, Hamzeh Rahimi
Journal of Biomolecular Structure and Dynamics, doi:10.1080/07391102.2020.1824816
Most recently, the new coronavirus (SARS-CoV-2) has been recognized as a pandemic by the World Health Organization (WHO) while this virus shares substantial similarity with SARS-CoV. So far, no definitive vaccine or drug has been developed to cure Covid-19 disease, since many important aspects about Covid-19 such as pathogenesis and proliferation pathways are still unclear. It was proven that human ACE2 is the main receptor for the entry of Covid-19 into lower respiratory tract epithelial cells through interaction with SARS-CoV-2 S protein. Based on this observation, it is expected that the virus infection can be inhibited if protein-protein interaction is prevented. In this study, using structurebased virtual screening of FDA databases, several lead drugs were discovered based on the ACE2binding pocket of SARS-CoV-2 S protein. Then, binding affinity, binding modes, critical interactions, and pharmaceutical properties of the lead drugs were evaluated. Among the previously approved drugs, Diammonium Glycyrrhizinate, Digitoxin, Ivermectin, Rapamycin, Rifaximin, and Amphotericin B represented the most desirable features, and can be possible candidates for Covid-19 therapies. Furthermore, molecular dynamics (MD) simulation was accomplished for three S protein/drug complexes with the highest binding affinity and best conformation and binding free energies were also computed with the Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) method. Results demonstrated the stable binding of these compounds to the S protein; however, in order to confirm the curative effect of these drugs, clinical trials must be done.
References
Abraham, Murtola, Schulz, Smith, Hess et al., GROMACS: High performance molecular simulations through multi-level parallelism from laptops to supercomputers, SoftwareX,
doi:10.1016/j.softx.2015.06.001
Agostini, Andres, Sims, Graham, Sheahan et al., Coronavirus susceptibility to the antiviral remdesivir (GS-5734) is mediated by the viral polymerase and the proofreading exoribonuclease, mBio,
doi:10.1128/mBio.00221-18
Alobid, Bernal, Calvo, Vilaseca, Berenguer et al., Treatment of rhinocerebral mucormycosis by combination of endoscopic sinus debridement and amphotericin B, American Journal of Rhinology,
doi:10.1177/1945892401
Amarelle, Lecuona, The antiviral effects of Na, K-ATPase inhibition: A minireview, International Journal of Molecular Sciences,
doi:10.3390/ijms19082154
Athanasios, Psychos, Domenikos, Communication: Novel drug combination Doxycycline-Melatonin-Digoxin (D-M-D) for possible Covid-19 treatment, Journal of Modern Medicinal Chemistry,
doi:10.12970/2308-8044.2020.08.01
Bussi, Donadio, Parrinello, Canonical sampling through velocity rescaling, The Journal of Chemical Physics,
doi:10.1063/1.2408420
Chang, Tung, Lee, Chen, Hsiao et al., Potential Therapeutic Agents for COVID-19 Based on the Analysis of Protease and RNA Polymerase Docking, Preprints,
doi:10.20944/preprints202002.0242.v2
Cinatl, Morgenstern, Bauer, Chandra, Rabenau et al., Glycyrrhizin, an active component of liquorice roots, and replication of SARS-associated coronavirus, The Lancet,
doi:10.1016/S0140-6736(03)13615-X
Darden, York, Pedersen, Particle mesh Ewald: An NÁ log (N) method for Ewald sums in large systems, The Journal of Chemical Physics,
doi:10.1063/1.464397
De Oliveira, Rocha, Paluch, Costa, Repurposing approved drugs as inhibitors of SARS-CoV-2 S-protein from molecular modeling and virtual screening, Journal of Biomolecular Structure and Dynamics,
doi:10.1080/07391102.2020.1772885
Delano, Pymol: An open-source molecular graphics tool, CCP4 Newsletter on Protein Crystallography
Elfiky, Ribavirin, Remdesivir, Sofosbuvir, Galidesivir, and Tenofovir against SARS-CoV-2 RNA dependent RNA polymerase (RdRp): A molecular docking study, Life Sciences,
doi:10.1016/j.lfs.2020.117592
Feng, Wang, Yao, Zhang, Tian, Diammonium glycyrrhizinate, a component of traditional Chinese medicine Gan-Cao, prevents murine T-cell-mediated fulminant hepatitis in IL-10-and IL-6dependent manners, International Immunopharmacology,
doi:10.1016/j.intimp.2007.05.011
Gupta, Ammonium glycyrrhizinate: a compherensive review of its traditionaluse, phytochemistry, pharmacology & safety, Asian Journal of Pharmaceutical Education and Research
G€ Otz, Magar, Dornfeld, Giese, Pohlmann et al., Influenza A viruses escape from MxA restriction at the expense of efficient nuclear vRNP import, Scientific Reports,
doi:10.1038/srep23138
Hackett, Sylvester, Joss, Calvin, Synergistic effect of rifamycin derivatives and amphotericin B on viral transformation of a murine cell line, Proceedings of the National Academy of Sciences,
doi:10.1073/pnas.69.12.3653
Hess, Bekker, Berendsen, Fraaije, Ito et al., Mechanism of inhibitory effect of glycyrrhizin on replication of human immunodeficiency virus (HIV), Journal of Computational Chemistry,
doi:10.1016/0166-3542(88)90047-2
Kalhor, Rahimi, Akbari Eidgahi, Teimoori-Toolabi, Novel small molecules against two binding sites of Wnt2 protein as potential drug candidates for colorectal cancer: A structure based virtual screening approach, Iranian Journal of Pharmaceutical Research,
doi:10.22037/IJPR.2019.15297.13037
Kalhor, Sadeghi, Marashiyan, Kalhor, Aghaei Gharehbolagh et al., Identification of new DNA gyrase inhibitors based on bioactive compounds from streptomyces: Structure-based virtual screening and molecular dynamics simulations approaches, Journal of Biomolecular Structure & Dynamics,
doi:10.1080/07391102.2019.1588784
Kandeel, Al-Nazawi, Virtual screening and repurposing of FDA approved drugs against COVID-19 main protease, Life Sciences,
doi:10.1016/j.lfs.2020.117627
Koes, Baumgartner, Camacho, Lessons learned in empirical scoring with smina from the CSAR 2011 benchmarking exercise, Journal of Chemical Information and Modeling,
doi:10.1021/ci300604z
Kumari, Kumar, Consortium, Lynn, g_mmpbsaA A GROMACS tool for high-throughput MM-PBSA calculations, Journal of Chemical Information and Modeling,
doi:10.1021/ci500020m
Laskowski, Swindells, LigPlotþ: Multiple ligand-protein interaction diagrams for drug discovery, ACS Publications,
doi:10.1021/ci200227u
Li, Li, Farzan, Harrison, Structure of SARS coronavirus spike receptor-binding domain complexed with receptor, Science,
doi:10.1126/science.1116480
Lipinski, Lombardo, Dominy, Feeney, Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings, Advanced Drug Delivery Reviews,
doi:10.1016/S0169-409X(00)00129-0
Lundberg, Pinkham, Baer, Amaya, Narayanan et al., Nuclear import and export inhibitors alter capsid protein distribution in mammalian cells and reduce Venezuelan Equine Encephalitis Virus replication, Antiviral Research,
doi:10.1016/j.antiviral.2013.10.004
Mohammadi, Kometiani, Xie, Askari, Role of protein kinase C in the signal pathways that link Naþ/Kþ-ATPase to ERK1/2, Journal of Biological Chemistry,
doi:10.1074/jbc.M107892200
Morgenstern, Michaelis, Baer, Doerr, Cinatl, Ribavirin and interferon-b synergistically inhibit SARS-associated coronavirus replication in animal and human cell lines, Biochemical and Biophysical Research Communications,
doi:10.1016/j.bbrc.2004.11.128
Morris, Huey, Lindstrom, Sanner, Belew et al., AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility, Journal of Computational Chemistry,
doi:10.1002/jcc.21256
Mukhtar, Mukhtar, Coronavirus (COVID-19): Let's prevent not panic, Journal of Ayub Medical College Abbottabad
Numazaki, Nagata, Sato, Chiba, Effect of glycyrrhizin, cyclosporin A, and tumor necrosis factor a on infection of U-937 and MRC-5 cells by human cytomegalovirus, Journal of Leukocyte Biology,
doi:10.1002/jlb.55.1.24
O'boyle, Banck, James, Morley, Vandermeersch et al., Open Babel: An open chemical toolbox, Journal of Cheminformatics,
doi:10.1021/ci200227u
Parrinello, Rahman, Polymorphic transitions in single crystals: A new molecular dynamics method Polymorphic transitions in single crystals: A new molecular dynamics method, Journal of Applied Physics,
doi:10.1063/1.328693
Pollard, Pollard, Pollard, Classical drug digitoxin inhibits influenza cytokine storm, with implications for COVID-19 therapy, bioRxiv,
doi:10.1101/2020.04.09.034983
Rismanbaf, Potential treatments for COVID-19; a narrative literature review, Archives of Academic Emergency Medicine
Sander, Freyss, Von Korff, Rufener, DataWarrior: An open-source program for chemistry aware data visualization and analysis, Journal of Chemical Information and Modeling,
doi:10.1021/ci500588j
Sch€ Uttelkopf, Van Aalten, PRODRG: A tool for highthroughput crystallography of protein-ligand complexes, Acta Crystallographica Section D Biological Crystallography,
doi:10.1107/S0907444904011679
Shanmugaraj, Malla, Phoolcharoen, Emergence of novel coronavirus 2019-nCoV: Need for rapid vaccine and biologics development, Pathogens,
doi:10.3390/pathogens9020148
Shiri, Pirhadi, Ghasemi, Dynamic structure based pharmacophore modeling of the Acetylcholinesterase reveals several potential inhibitors, Journal of Biomolecular Structure & Dynamics,
doi:10.1080/07391102.2018.1468281
Shiri, Pirhadi, Rahmani, Identification of new potential HIV-1 reverse transcriptase inhibitors by QSAR modeling and structure-based virtual screening, Journal of Receptor and Signal Transduction Research,
doi:10.1080/10799893.2017.1414844
Song, Gui, Wang, Xiang, Cryo-EM structure of the SARS coronavirus spike glycoprotein in complex with its host cell receptor ACE2, PLOS Pathogens,
doi:10.1371/journal.ppat.1007236
Tay, Fraser, Chan, Moreland, Rathore et al., Nuclear ocalization of dengue virus (DENV) 1-4 non-structural protein 5; protection against all 4 DENVserotypes by the inhibitor Ivermectin, Antiviral Research,
doi:10.1016/j.antiviral.2013.06.002
Thakur, Raj, Pharmacological perspective of Glycyrrhiza glabra Linn: A mini-review, Journal of Analytical & Pharmaceutical Research,
doi:10.15406/japlr.2017.05.00156
Utsunomiya, Kobayashi, Herndon, Pollard, Suzuki et al., Glycyrrhizin(20b-carboxy-11-oxo-30-norolean-12-en-3b-yl-2-Ob-d-glucopyranuronosyl-a-d-glucopyranosiduronic acid) improves the resistance of thermally injured mice to opportunistic infection of herpes simplex virus type 1, Antimicrobial Agents and Chemotherapy,
doi:10.1128/AAC.41.3.551
Van Tilbeurgh, Bezzine, Cambillau, Verger, Carriere, Colipase: Structure and interaction with pancreatic lipase, Biochimica et Biophysica Acta (Bba) -Molecular and Cell Biology of Lipids,
doi:10.1016/S1388-1981(99)00149-3
Visualizer, Version 4.5 (software
Wagstaff, Sivakumaran, Heaton, Harrich, Jans, Ivermectin is a specific inhibitor of importin a/b-mediated nuclear import able to inhibit replication of HIV-1 and dengue virus, The Biochemical Journal,
doi:10.1042/BJ20120150
Wrapp, Wang, Corbett, Goldsmith, Hsieh et al., Cryo-EM structure of the 2019-nCoV spike in the prefusion conformation, Science,
doi:10.1126/science.abb2507
Xu, Chen, Wang, Feng, Zhou et al., Evolution of the novel coronavirus from the ongoing Wuhan outbreak and modeling of its spike protein for risk of human transmission, Science China Life Sciences,
doi:10.1007/s11427-020-1637-5
Zhou, Hou, Shen, Huang, Martin et al., Network-based drug repurposing for novel coronavirus 2019-nCoV/ SARS-CoV-2, Cell Discovery,
doi:10.1038/s41421-020-0153-3
Zhu, Zhang, Wang, Li, Yang et al., A novel coronavirus from patients with pneumonia in China, 2019, The New England Journal of Medicine,
doi:10.1056/NEJMoa2001017
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'order': 3,
'name': 'published',
'label': 'Published',
'group': {'name': 'publication_history', 'label': 'Publication History'}}]}