In silico drug discovery of major metabolites from spices as SARS-CoV-2 main protease inhibitors

Coronavirus Disease 2019 (COVID-19) is an infectious illness caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), originally identified in Wuhan, China (December 2019) and has since expanded into a pandemic. Here, we investigate metabolites present in several common spices as possible inhibitors of COVID-19. Specifically, 32 compounds isolated from 14 cooking seasonings were examined as inhibitors for SARS-CoV-2 main protease (Mpro), which is required for viral multiplication. Using a drug discovery approach to identify possible antiviral leads, in silico molecular docking studies were performed. Docking calculations revealed a high potency of salvianolic acid A and curcumin as Mpro inhibitors with binding energies of −9.7 and −9.2 kcal/mol, respectively. Binding mode analysis demonstrated the ability of salvianolic acid A and curcumin to form nine and six hydrogen bonds, respectively with amino acids proximal to Mpro's active site. Stabilities and binding affinities of the two identified natural spices were calculated over 40 ns molecular dynamics simulations and compared to an antiviral protease inhibitor (lopinavir). Molecular mechanics-generalized Born surface area energy calculations revealed greater salvianolic acid A affinity for the enzyme over curcumin and lopinavir with energies of −44.8, −34.2 and −34.8 kcal/mol, respectively. Using a STRING database, protein-protein interactions were identified for salvianolic acid A included the biochemical signaling genes ACE, MAPK14 and ESR1; and for curcumin, EGFR and TNF. This study establishes salvianolic acid A as an in silico natural product inhibitor against the SARS-CoV-2 main protease and provides a promising inhibitor lead for in vitro enzyme testing.

[1]  M. Soler,et al.  ADAM17 inhibition may exert a protective effect on COVID-19 , 2020, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

[2]  P. Kollman,et al.  A well-behaved electrostatic potential-based method using charge restraints for deriving atomic char , 1993 .

[3]  Lenwood S. Heath,et al.  H++: a server for estimating pKas and adding missing hydrogens to macromolecules , 2005, Nucleic Acids Res..

[4]  Junmei Wang,et al.  Development and testing of a general amber force field , 2004, J. Comput. Chem..

[5]  Yuan Wei,et al.  A Trial of Lopinavir–Ritonavir in Adults Hospitalized with Severe Covid-19 , 2020, The New England journal of medicine.

[6]  J. Shuter,et al.  Lopinavir/ritonavir in the treatment of HIV-1 infection: a review , 2008, Therapeutics and clinical risk management.

[7]  I. Gbadamosi Stay Safe: Helpful Herbal Remedies in COVID-19 infection , 2020 .

[8]  Ruth Huey,et al.  Computational protein–ligand docking and virtual drug screening with the AutoDock suite , 2016, Nature Protocols.

[9]  L. Hong,et al.  Clinical efficacy of lopinavir/ritonavir in the treatment of Coronavirus disease 2019. , 2020, European review for medical and pharmacological sciences.

[10]  J. Moody,et al.  Nutritional Composition of Ten Ethnobotanicals Used for the Treatment of Anaemia in Southwest Nigeria , 2012 .

[11]  J. Tuszynski,et al.  Software for molecular docking: a review , 2017, Biophysical Reviews.

[12]  C. Simmerling,et al.  ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB. , 2015, Journal of chemical theory and computation.

[13]  Rosane Minghim,et al.  InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams , 2015, BMC Bioinformatics.

[14]  A. Poso,et al.  Binding Affinity via Docking: Fact and Fiction , 2018, Molecules.

[15]  J. Gasteiger,et al.  ITERATIVE PARTIAL EQUALIZATION OF ORBITAL ELECTRONEGATIVITY – A RAPID ACCESS TO ATOMIC CHARGES , 1980 .

[16]  Jianguo Wu,et al.  Composition and divergence of coronavirus spike proteins and host ACE2 receptors predict potential intermediate hosts of SARS‐CoV‐2 , 2020, Journal of medical virology.

[17]  Anne Hersey,et al.  Rate-Limited Steps of Human Oral Absorption and QSAR Studies , 2002, Pharmaceutical Research.

[18]  G. Gao,et al.  A Novel Coronavirus from Patients with Pneumonia in China, 2019 , 2020, The New England journal of medicine.

[19]  A. Afolayan,et al.  In vitro anti-radical activities of extracts of Solanum nigrum (L.) from South Africa , 2016 .

[20]  Hualiang Jiang,et al.  Structure of Mpro from SARS-CoV-2 and discovery of its inhibitors , 2020, Nature.

[21]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[22]  P. Kollman,et al.  Combined molecular mechanical and continuum solvent approach (MM-PBSA/GBSA) to predict ligand binding , 2000 .

[23]  Benjamin A. Ellingson,et al.  Conformer Generation with OMEGA: Algorithm and Validation Using High Quality Structures from the Protein Databank and Cambridge Structural Database , 2010, J. Chem. Inf. Model..

[24]  R. Hilgenfeld,et al.  Crystal structure of SARS-CoV-2 main protease provides a basis for design of improved α-ketoamide inhibitors , 2020, Science.

[25]  David A Grimaldi Amber , 2019, Current Biology.

[26]  P. Shannon,et al.  Cytoscape: a software environment for integrated models of biomolecular interaction networks. , 2003, Genome research.

[27]  M. Schambelan,et al.  The metabolic effects of lopinavir/ritonavir in HIV-negative men , 2004, AIDS.

[28]  M. Hegazy,et al.  Natural-like products as potential SARS-CoV-2 Mpro inhibitors: in-silico drug discovery , 2020, Journal of biomolecular structure & dynamics.

[29]  G. Herrler,et al.  SARS-CoV-2 Cell Entry Depends on ACE2 and TMPRSS2 and Is Blocked by a Clinically Proven Protease Inhibitor , 2020, Cell.

[30]  Chun-ching Lin,et al.  Antiviral Natural Products and Herbal Medicines , 2014, Journal of Traditional and Complementary Medicine.

[31]  R. Wunderink,et al.  MERS, SARS and other coronaviruses as causes of pneumonia , 2017, Respirology.

[32]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[33]  M. Hegazy,et al.  In-silico drug repurposing and molecular dynamics puzzled out potential SARS-CoV-2 main protease inhibitors , 2020, Journal of biomolecular structure & dynamics.

[34]  Liming Zhou,et al.  Anti‐colorectal cancer targets of resveratrol and biological molecular mechanism: Analyses of network pharmacology, human and experimental data , 2019, Journal of cellular biochemistry.

[35]  Susanna K. P. Lau,et al.  Coronavirus Genomics and Bioinformatics Analysis , 2010, Viruses.

[36]  Z. Memish MERS , 2016, International Journal of Infectious Diseases.