Abstract

ObjectiveTo select potential molecules that can target viral spike proteins, which may potentially interrupt the interaction between the human angiotension-converting enzyme 2 (ACE2) receptor and viral spike protein by virtual screening.MethodsThe three-dimensional (3D)-coordinate file of the receptor-binding domain (RBD)-ACE2 complex for searching a suitable docking pocket was firstly downloaded and prepared. Secondly, approximately 15,000 molecular candidates were prepared, including US Food and Drug Administration (FDA)-approved drugs from DrugBank and natural compounds from Traditional Chinese Medicine Systems Pharmacology (TCMSP), for the docking process. Then, virtual screening was performed and the binding energy in Autodock Vina was calculated. Finally, the top 20 molecules with high binding energy and their Chinese medicine (CM) herb sources were listed in this paper.ResultsIt was found that digitoxin, a cardiac glycoside in DrugBank and bisindigotin in TCMSP had the highest docking scores. Interestingly, two of the CM herbs containing the natural compounds that had relatively high binding scores, Forsythiae fructus and Isatidis radix, are components of Lianhua Qingwen (莲花清瘟), a CM formula reportedly exerting activity against severe acute respiratory syndrome (SARS)-Cov-2. Moreover, raltegravir, an HIV integrase inhibitor, was found to have a relatively high binding score.ConclusionsA class of compounds, which are from FDA-approved drugs and CM natural compounds, that had high binding energy with RBD of the viral spike protein. Our work provides potential candidates for other researchers to identify inhibitors to prevent SARS-CoV-2 infection, and highlights the importance of CM and integrative application of CM and Western medicine on treating COVID-19.

Highlights

  • 15,000 molecular candidates were prepared, including US Food and Drug Administration (FDA)-approved drugs from DrugBank and natural compounds from Traditional Chinese Medicine Systems Pharmacology (TCMSP), for the docking process

  • Our work provides potential candidates for other researchers to identify inhibitors to prevent severe acute respiratory syndrome (SARS)-CoV-2 infection, and highlights the importance of Chinese medicine (CM) and integrative application of CM and Western medicine on treating COVID-19

  • The second-ranked pocket was selected as the drug target for further ligand docking because it is near the protein-protein interface and may induce a conformational change to intervene in the interaction (Figure 1)

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Summary

METHODS

DrugBank is a drug data resource that contains comprehensive drug information, including approved and experimental small-molecule, biologics, and nutraceutical data.[22]. The 2.5Å-resolution crystal structure of the RBD of the spike protein complexed with the ACE2 receptor was published on the National Microbiology Data Center (No NMDCS0000001; PDB ID: 6LZG).(27) According to this crystal structure, Discovery Studio 2016 was employed to detect the binding pocket on the RBD. Both Discovery Studio 2016 and Molecular Operating Environment (MOE) 2019 were used to choose the binding site on S protein. The first 4,000 cycles of minimization were performed with all heavy atoms restrained with the force constant 50 kcal/(molÅ2), whereas solvent molecules and sodium/chlorine counter ions were free to move. The binding free energy of complex was calculated using the molecular mechanics PoissonBoltzmann surface area (MM-PBSA) method.[29]

RESULTS
Docking Results of Molecules from DrugBank Dataset
DISCUSSION
Conflicts of Interest
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