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10.1016/j.ygeno.2020.07.044

http://scihub22266oqcxt.onion/10.1016/j.ygeno.2020.07.044
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suck abstract from ncbi


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pmid32745502      Genomics 2020 ; 112 (6): 4427-4434
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  • Probing antiviral drugs against SARS-CoV-2 through virus-drug association prediction based on the KATZ method #MMPMID32745502
  • Zhou L; Wang J; Liu G; Lu Q; Dong R; Tian G; Yang J; Peng L
  • Genomics 2020[Nov]; 112 (6): 4427-4434 PMID32745502show ga
  • It is urgent to find an effective antiviral drug against SARS-CoV-2. In this study, 96 virus-drug associations (VDAs) from 12 viruses including SARS-CoV-2 and similar viruses and 78 small molecules are selected. Complete genomic sequence similarity of viruses and chemical structure similarity of drugs are then computed. A KATZ-based VDA prediction method (VDA-KATZ) is developed to infer possible drugs associated with SARS-CoV-2. VDA-KATZ obtained the best AUCs of 0.8803 when the walking length is 2. The predicted top 3 antiviral drugs against SARS-CoV-2 are remdesivir, oseltamivir, and zanamivir. Molecular docking is conducted between the predicted top 10 drugs and the virus spike protein/human ACE2. The results showed that the above 3 chemical agents have higher molecular binding energies with ACE2. For the first time, we found that zidovudine may be effective clues of treatment of COVID-19. We hope that our predicted drugs could help to prevent the spreading of COVID.
  • |Adenosine Monophosphate/analogs & derivatives/metabolism/pharmacology[MESH]
  • |Alanine/analogs & derivatives/metabolism/pharmacology[MESH]
  • |Angiotensin-Converting Enzyme 2/chemistry/metabolism[MESH]
  • |Antiviral Agents/chemistry/*metabolism/*pharmacology[MESH]
  • |Drug Evaluation, Preclinical/*methods[MESH]
  • |Host-Pathogen Interactions/drug effects[MESH]
  • |Humans[MESH]
  • |Molecular Docking Simulation/*methods[MESH]
  • |Oseltamivir/metabolism/pharmacology[MESH]
  • |SARS-CoV-2/*drug effects[MESH]
  • |Spike Glycoprotein, Coronavirus/chemistry/metabolism[MESH]


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