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Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients
Baricitinib is an oral Janus kinase (JAK)1/JAK2 inhibitor approved for the treatment of rheumatoid arthritis (RA) that was independently predicted, using artificial intelligence (AI) algorithms, to be useful for COVID‐19 infection via proposed anti‐cytokine effects and as an inhibitor of host cell v...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7300657/ https://www.ncbi.nlm.nih.gov/pubmed/32473600 http://dx.doi.org/10.15252/emmm.202012697 |
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author | Stebbing, Justin Krishnan, Venkatesh de Bono, Stephanie Ottaviani, Silvia Casalini, Giacomo Richardson, Peter J Monteil, Vanessa Lauschke, Volker M Mirazimi, Ali Youhanna, Sonia Tan, Yee‐Joo Baldanti, Fausto Sarasini, Antonella Terres, Jorge A Ross Nickoloff, Brian J Higgs, Richard E Rocha, Guilherme Byers, Nicole L Schlichting, Douglas E Nirula, Ajay Cardoso, Anabela Corbellino, Mario |
author_facet | Stebbing, Justin Krishnan, Venkatesh de Bono, Stephanie Ottaviani, Silvia Casalini, Giacomo Richardson, Peter J Monteil, Vanessa Lauschke, Volker M Mirazimi, Ali Youhanna, Sonia Tan, Yee‐Joo Baldanti, Fausto Sarasini, Antonella Terres, Jorge A Ross Nickoloff, Brian J Higgs, Richard E Rocha, Guilherme Byers, Nicole L Schlichting, Douglas E Nirula, Ajay Cardoso, Anabela Corbellino, Mario |
author_sort | Stebbing, Justin |
collection | PubMed |
description | Baricitinib is an oral Janus kinase (JAK)1/JAK2 inhibitor approved for the treatment of rheumatoid arthritis (RA) that was independently predicted, using artificial intelligence (AI) algorithms, to be useful for COVID‐19 infection via proposed anti‐cytokine effects and as an inhibitor of host cell viral propagation. We evaluated the in vitro pharmacology of baricitinib across relevant leukocyte subpopulations coupled to its in vivo pharmacokinetics and showed it inhibited signaling of cytokines implicated in COVID‐19 infection. We validated the AI‐predicted biochemical inhibitory effects of baricitinib on human numb‐associated kinase (hNAK) members measuring nanomolar affinities for AAK1, BIKE, and GAK. Inhibition of NAKs led to reduced viral infectivity with baricitinib using human primary liver spheroids. These effects occurred at exposure levels seen clinically. In a case series of patients with bilateral COVID‐19 pneumonia, baricitinib treatment was associated with clinical and radiologic recovery, a rapid decline in SARS‐CoV‐2 viral load, inflammatory markers, and IL‐6 levels. Collectively, these data support further evaluation of the anti‐cytokine and anti‐viral activity of baricitinib and support its assessment in randomized trials in hospitalized COVID‐19 patients. |
format | Online Article Text |
id | pubmed-7300657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73006572020-06-18 Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients Stebbing, Justin Krishnan, Venkatesh de Bono, Stephanie Ottaviani, Silvia Casalini, Giacomo Richardson, Peter J Monteil, Vanessa Lauschke, Volker M Mirazimi, Ali Youhanna, Sonia Tan, Yee‐Joo Baldanti, Fausto Sarasini, Antonella Terres, Jorge A Ross Nickoloff, Brian J Higgs, Richard E Rocha, Guilherme Byers, Nicole L Schlichting, Douglas E Nirula, Ajay Cardoso, Anabela Corbellino, Mario EMBO Mol Med Articles Baricitinib is an oral Janus kinase (JAK)1/JAK2 inhibitor approved for the treatment of rheumatoid arthritis (RA) that was independently predicted, using artificial intelligence (AI) algorithms, to be useful for COVID‐19 infection via proposed anti‐cytokine effects and as an inhibitor of host cell viral propagation. We evaluated the in vitro pharmacology of baricitinib across relevant leukocyte subpopulations coupled to its in vivo pharmacokinetics and showed it inhibited signaling of cytokines implicated in COVID‐19 infection. We validated the AI‐predicted biochemical inhibitory effects of baricitinib on human numb‐associated kinase (hNAK) members measuring nanomolar affinities for AAK1, BIKE, and GAK. Inhibition of NAKs led to reduced viral infectivity with baricitinib using human primary liver spheroids. These effects occurred at exposure levels seen clinically. In a case series of patients with bilateral COVID‐19 pneumonia, baricitinib treatment was associated with clinical and radiologic recovery, a rapid decline in SARS‐CoV‐2 viral load, inflammatory markers, and IL‐6 levels. Collectively, these data support further evaluation of the anti‐cytokine and anti‐viral activity of baricitinib and support its assessment in randomized trials in hospitalized COVID‐19 patients. John Wiley and Sons Inc. 2020-06-24 2020-08-07 /pmc/articles/PMC7300657/ /pubmed/32473600 http://dx.doi.org/10.15252/emmm.202012697 Text en © 2020 Eli Lilly and Company Published under the terms of the CC BY 4.0 license This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Articles Stebbing, Justin Krishnan, Venkatesh de Bono, Stephanie Ottaviani, Silvia Casalini, Giacomo Richardson, Peter J Monteil, Vanessa Lauschke, Volker M Mirazimi, Ali Youhanna, Sonia Tan, Yee‐Joo Baldanti, Fausto Sarasini, Antonella Terres, Jorge A Ross Nickoloff, Brian J Higgs, Richard E Rocha, Guilherme Byers, Nicole L Schlichting, Douglas E Nirula, Ajay Cardoso, Anabela Corbellino, Mario Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title | Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title_full | Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title_fullStr | Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title_full_unstemmed | Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title_short | Mechanism of baricitinib supports artificial intelligence‐predicted testing in COVID‐19 patients |
title_sort | mechanism of baricitinib supports artificial intelligence‐predicted testing in covid‐19 patients |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7300657/ https://www.ncbi.nlm.nih.gov/pubmed/32473600 http://dx.doi.org/10.15252/emmm.202012697 |
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