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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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