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Machine intelligence design of 2019-nCoV drugs
Wuhan coronavirus, called 2019-nCoV, is a newly emerged virus that infected more than 9692 people and leads to more than 213 fatalities by January 30, 2020. Currently, there is no effective treatment for this epidemic. However, the viral protease of a coronavirus is well-known to be essential for it...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7217289/ https://www.ncbi.nlm.nih.gov/pubmed/32511308 http://dx.doi.org/10.1101/2020.01.30.927889 |
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author | Gao, Kaifu Nguyen, Duc Duy Wang, Rui Wei, Guo-Wei |
author_facet | Gao, Kaifu Nguyen, Duc Duy Wang, Rui Wei, Guo-Wei |
author_sort | Gao, Kaifu |
collection | PubMed |
description | Wuhan coronavirus, called 2019-nCoV, is a newly emerged virus that infected more than 9692 people and leads to more than 213 fatalities by January 30, 2020. Currently, there is no effective treatment for this epidemic. However, the viral protease of a coronavirus is well-known to be essential for its replication and thus is an effective drug target. Fortunately, the sequence identity of the 2019-nCoV protease and that of severe-acute respiratory syndrome virus (SARS-CoV) is as high as 96.1%. We show that the protease inhibitor binding sites of 2019-nCoV and SARS-CoV are almost identical, which means all potential anti-SARS-CoV chemotherapies are also potential 2019-nCoV drugs. Here, we report a family of potential 2019-nCoV drugs generated by a machine intelligence-based generative network complex (GNC). The potential effectiveness of treating 2019-nCoV by using some existing HIV drugs is also analyzed. |
format | Online Article Text |
id | pubmed-7217289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-72172892020-06-07 Machine intelligence design of 2019-nCoV drugs Gao, Kaifu Nguyen, Duc Duy Wang, Rui Wei, Guo-Wei bioRxiv Article Wuhan coronavirus, called 2019-nCoV, is a newly emerged virus that infected more than 9692 people and leads to more than 213 fatalities by January 30, 2020. Currently, there is no effective treatment for this epidemic. However, the viral protease of a coronavirus is well-known to be essential for its replication and thus is an effective drug target. Fortunately, the sequence identity of the 2019-nCoV protease and that of severe-acute respiratory syndrome virus (SARS-CoV) is as high as 96.1%. We show that the protease inhibitor binding sites of 2019-nCoV and SARS-CoV are almost identical, which means all potential anti-SARS-CoV chemotherapies are also potential 2019-nCoV drugs. Here, we report a family of potential 2019-nCoV drugs generated by a machine intelligence-based generative network complex (GNC). The potential effectiveness of treating 2019-nCoV by using some existing HIV drugs is also analyzed. Cold Spring Harbor Laboratory 2020-02-04 /pmc/articles/PMC7217289/ /pubmed/32511308 http://dx.doi.org/10.1101/2020.01.30.927889 Text en http://creativecommons.org/licenses/by-nc/4.0/It is made available under a CC-BY-NC 4.0 International license (http://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Article Gao, Kaifu Nguyen, Duc Duy Wang, Rui Wei, Guo-Wei Machine intelligence design of 2019-nCoV drugs |
title | Machine intelligence design of 2019-nCoV drugs |
title_full | Machine intelligence design of 2019-nCoV drugs |
title_fullStr | Machine intelligence design of 2019-nCoV drugs |
title_full_unstemmed | Machine intelligence design of 2019-nCoV drugs |
title_short | Machine intelligence design of 2019-nCoV drugs |
title_sort | machine intelligence design of 2019-ncov drugs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7217289/ https://www.ncbi.nlm.nih.gov/pubmed/32511308 http://dx.doi.org/10.1101/2020.01.30.927889 |
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