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7963408 
Journal Article 
Discovery of TMPRSS2 Inhibitors from Virtual Screening as a Potential Treatment of COVID-19 
Hu, X; Shrimp, JH; Guo, H; Xu, M; Chen, CZ; Zhu, W; Zakharov, AV; Jain, S; Shinn, P; Simeonov, A; Hall, MD; Shen, M 
2021 
4 
3 
1124-1135 
English 
34136758 
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has prompted researchers to pivot their efforts to finding antiviral compounds and vaccines. In this study, we focused on the human host cell transmembrane protease serine 2 (TMPRSS2), which plays an important role in the viral life cycle by cleaving the spike protein to initiate membrane fusion. TMPRSS2 is an attractive target and has received attention for the development of drugs against SARS and Middle East respiratory syndrome. Starting with comparative structural modeling and a binding model analysis, we developed an efficient pharmacophore-based approach and applied a large-scale in silico database screening for small-molecule inhibitors against TMPRSS2. The hits were evaluated in the TMPRSS2 biochemical assay and the SARS-CoV-2 pseudotyped particle entry assay. A number of novel inhibitors were identified, providing starting points for the further development of drug candidates for the treatment of coronavirus disease 2019.