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Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization
Pharmacologically active compounds with known biological targets were evaluated for inhibition of SARS-CoV-2 infection in cell and tissue models to help identify potent classes of active small molecules and to better understand host-virus interactions. We evaluated 6,710 clinical and preclinical com...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374494/ https://www.ncbi.nlm.nih.gov/pubmed/35992305 http://dx.doi.org/10.1016/j.isci.2022.104925 |
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author | Patten, J.J. Keiser, Patrick T. Morselli-Gysi, Deisy Menichetti, Giulia Mori, Hiroyuki Donahue, Callie J. Gan, Xiao Valle, Italo do Geoghegan-Barek, Kathleen Anantpadma, Manu Boytz, RuthMabel Berrigan, Jacob L. Stubbs, Sarah H. Ayazika, Tess O’Leary, Colin Jalloh, Sallieu Wagner, Florence Ayehunie, Seyoum Elledge, Stephen J. Anderson, Deborah Loscalzo, Joseph Zitnik, Marinka Gummuluru, Suryaram Namchuk, Mark N. Barabási, Albert-László Davey, Robert A. |
author_facet | Patten, J.J. Keiser, Patrick T. Morselli-Gysi, Deisy Menichetti, Giulia Mori, Hiroyuki Donahue, Callie J. Gan, Xiao Valle, Italo do Geoghegan-Barek, Kathleen Anantpadma, Manu Boytz, RuthMabel Berrigan, Jacob L. Stubbs, Sarah H. Ayazika, Tess O’Leary, Colin Jalloh, Sallieu Wagner, Florence Ayehunie, Seyoum Elledge, Stephen J. Anderson, Deborah Loscalzo, Joseph Zitnik, Marinka Gummuluru, Suryaram Namchuk, Mark N. Barabási, Albert-László Davey, Robert A. |
author_sort | Patten, J.J. |
collection | PubMed |
description | Pharmacologically active compounds with known biological targets were evaluated for inhibition of SARS-CoV-2 infection in cell and tissue models to help identify potent classes of active small molecules and to better understand host-virus interactions. We evaluated 6,710 clinical and preclinical compounds targeting 2,183 host proteins by immunocytofluorescence-based screening to identify SARS-CoV-2 infection inhibitors. Computationally integrating relationships between small molecule structure, dose-response antiviral activity, host target, and cell interactome produced cellular networks important for infection. This analysis revealed 389 small molecules with micromolar to low nanomolar activities, representing >12 scaffold classes and 813 host targets. Representatives were evaluated for mechanism of action in stable and primary human cell models with SARS-CoV-2 variants and MERS-CoV. One promising candidate, obatoclax, significantly reduced SARS-CoV-2 viral lung load in mice. Ultimately, this work establishes a rigorous approach for future pharmacological and computational identification of host factor dependencies and treatments for viral diseases. |
format | Online Article Text |
id | pubmed-9374494 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-93744942022-08-15 Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization Patten, J.J. Keiser, Patrick T. Morselli-Gysi, Deisy Menichetti, Giulia Mori, Hiroyuki Donahue, Callie J. Gan, Xiao Valle, Italo do Geoghegan-Barek, Kathleen Anantpadma, Manu Boytz, RuthMabel Berrigan, Jacob L. Stubbs, Sarah H. Ayazika, Tess O’Leary, Colin Jalloh, Sallieu Wagner, Florence Ayehunie, Seyoum Elledge, Stephen J. Anderson, Deborah Loscalzo, Joseph Zitnik, Marinka Gummuluru, Suryaram Namchuk, Mark N. Barabási, Albert-László Davey, Robert A. iScience Article Pharmacologically active compounds with known biological targets were evaluated for inhibition of SARS-CoV-2 infection in cell and tissue models to help identify potent classes of active small molecules and to better understand host-virus interactions. We evaluated 6,710 clinical and preclinical compounds targeting 2,183 host proteins by immunocytofluorescence-based screening to identify SARS-CoV-2 infection inhibitors. Computationally integrating relationships between small molecule structure, dose-response antiviral activity, host target, and cell interactome produced cellular networks important for infection. This analysis revealed 389 small molecules with micromolar to low nanomolar activities, representing >12 scaffold classes and 813 host targets. Representatives were evaluated for mechanism of action in stable and primary human cell models with SARS-CoV-2 variants and MERS-CoV. One promising candidate, obatoclax, significantly reduced SARS-CoV-2 viral lung load in mice. Ultimately, this work establishes a rigorous approach for future pharmacological and computational identification of host factor dependencies and treatments for viral diseases. Elsevier 2022-08-13 /pmc/articles/PMC9374494/ /pubmed/35992305 http://dx.doi.org/10.1016/j.isci.2022.104925 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Patten, J.J. Keiser, Patrick T. Morselli-Gysi, Deisy Menichetti, Giulia Mori, Hiroyuki Donahue, Callie J. Gan, Xiao Valle, Italo do Geoghegan-Barek, Kathleen Anantpadma, Manu Boytz, RuthMabel Berrigan, Jacob L. Stubbs, Sarah H. Ayazika, Tess O’Leary, Colin Jalloh, Sallieu Wagner, Florence Ayehunie, Seyoum Elledge, Stephen J. Anderson, Deborah Loscalzo, Joseph Zitnik, Marinka Gummuluru, Suryaram Namchuk, Mark N. Barabási, Albert-László Davey, Robert A. Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title | Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title_full | Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title_fullStr | Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title_full_unstemmed | Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title_short | Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization |
title_sort | identification of potent inhibitors of sars-cov-2 infection by combined pharmacological evaluation and cellular network prioritization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374494/ https://www.ncbi.nlm.nih.gov/pubmed/35992305 http://dx.doi.org/10.1016/j.isci.2022.104925 |
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