Cargando…
The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19
During the current pandemic, the vast majority of COVID-19 patients experienced mild symptoms, but some had a potentially fatal aberrant hyperinflammatory immune reaction characterized by high levels of IL-6 and other cytokines. Modulation of this immune reaction has proven to be the only method of...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231077/ https://www.ncbi.nlm.nih.gov/pubmed/35746559 http://dx.doi.org/10.3390/vaccines10060951 |
_version_ | 1784735240615362560 |
---|---|
author | Richardson, Peter J. Robinson, Bruce W. S. Smith, Daniel P. Stebbing, Justin |
author_facet | Richardson, Peter J. Robinson, Bruce W. S. Smith, Daniel P. Stebbing, Justin |
author_sort | Richardson, Peter J. |
collection | PubMed |
description | During the current pandemic, the vast majority of COVID-19 patients experienced mild symptoms, but some had a potentially fatal aberrant hyperinflammatory immune reaction characterized by high levels of IL-6 and other cytokines. Modulation of this immune reaction has proven to be the only method of reducing mortality in severe and critical COVID-19. The anti-inflammatory drug baricitinib (Olumiant) has recently been strongly recommended by the WHO for use in COVID-19 patients because it reduces the risk of progressive disease and death. It is a Janus Kinase (JAK) 1/2 inhibitor approved for rheumatoid arthritis which was suggested in early 2020 as a treatment for COVID-19. In this review the AI-assisted identification of baricitinib, its antiviral and anti-inflammatory properties, and efficacy in clinical trials are discussed and compared with those of other immune modulators including glucocorticoids, IL-6 and IL-1 receptor blockers and other JAK inhibitors. Baricitinib inhibits both virus infection and cytokine signalling and is not only important for COVID-19 management but is “non-immunological”, and so should remain effective if new SARS-CoV-2 variants escape immune control. The repurposing of baricitinib is an example of how advanced artificial intelligence (AI) can quickly identify new drug candidates that have clinical benefit in previously unsuspected therapeutic areas. |
format | Online Article Text |
id | pubmed-9231077 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92310772022-06-25 The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 Richardson, Peter J. Robinson, Bruce W. S. Smith, Daniel P. Stebbing, Justin Vaccines (Basel) Review During the current pandemic, the vast majority of COVID-19 patients experienced mild symptoms, but some had a potentially fatal aberrant hyperinflammatory immune reaction characterized by high levels of IL-6 and other cytokines. Modulation of this immune reaction has proven to be the only method of reducing mortality in severe and critical COVID-19. The anti-inflammatory drug baricitinib (Olumiant) has recently been strongly recommended by the WHO for use in COVID-19 patients because it reduces the risk of progressive disease and death. It is a Janus Kinase (JAK) 1/2 inhibitor approved for rheumatoid arthritis which was suggested in early 2020 as a treatment for COVID-19. In this review the AI-assisted identification of baricitinib, its antiviral and anti-inflammatory properties, and efficacy in clinical trials are discussed and compared with those of other immune modulators including glucocorticoids, IL-6 and IL-1 receptor blockers and other JAK inhibitors. Baricitinib inhibits both virus infection and cytokine signalling and is not only important for COVID-19 management but is “non-immunological”, and so should remain effective if new SARS-CoV-2 variants escape immune control. The repurposing of baricitinib is an example of how advanced artificial intelligence (AI) can quickly identify new drug candidates that have clinical benefit in previously unsuspected therapeutic areas. MDPI 2022-06-15 /pmc/articles/PMC9231077/ /pubmed/35746559 http://dx.doi.org/10.3390/vaccines10060951 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Richardson, Peter J. Robinson, Bruce W. S. Smith, Daniel P. Stebbing, Justin The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title | The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title_full | The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title_fullStr | The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title_full_unstemmed | The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title_short | The AI-Assisted Identification and Clinical Efficacy of Baricitinib in the Treatment of COVID-19 |
title_sort | ai-assisted identification and clinical efficacy of baricitinib in the treatment of covid-19 |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231077/ https://www.ncbi.nlm.nih.gov/pubmed/35746559 http://dx.doi.org/10.3390/vaccines10060951 |
work_keys_str_mv | AT richardsonpeterj theaiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT robinsonbrucews theaiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT smithdanielp theaiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT stebbingjustin theaiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT richardsonpeterj aiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT robinsonbrucews aiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT smithdanielp aiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 AT stebbingjustin aiassistedidentificationandclinicalefficacyofbaricitinibinthetreatmentofcovid19 |