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In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm
From January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost an...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531795/ https://www.ncbi.nlm.nih.gov/pubmed/33006999 http://dx.doi.org/10.1371/journal.pone.0240149 |
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author | Artigas, Laura Coma, Mireia Matos-Filipe, Pedro Aguirre-Plans, Joaquim Farrés, Judith Valls, Raquel Fernandez-Fuentes, Narcis de la Haba-Rodriguez, Juan Olvera, Alex Barbera, Jose Morales, Rafael Oliva, Baldo Mas, Jose Manuel |
author_facet | Artigas, Laura Coma, Mireia Matos-Filipe, Pedro Aguirre-Plans, Joaquim Farrés, Judith Valls, Raquel Fernandez-Fuentes, Narcis de la Haba-Rodriguez, Juan Olvera, Alex Barbera, Jose Morales, Rafael Oliva, Baldo Mas, Jose Manuel |
author_sort | Artigas, Laura |
collection | PubMed |
description | From January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost and time efficient approaches to reduce the burthen of the disease are needed. To find potential COVID-19 treatments among the whole arsenal of existing drugs, we combined system biology and artificial intelligence-based approaches. The drug combination of pirfenidone and melatonin has been identified as a candidate treatment that may contribute to reduce the virus infection. Starting from different drug targets the effect of the drugs converges on human proteins with a known role in SARS-CoV-2 infection cycle. Simultaneously, GUILDify v2.0 web server has been used as an alternative method to corroborate the effect of pirfenidone and melatonin against the infection of SARS-CoV-2. We have also predicted a potential therapeutic effect of the drug combination over the respiratory associated pathology, thus tackling at the same time two important issues in COVID-19. These evidences, together with the fact that from a medical point of view both drugs are considered safe and can be combined with the current standard of care treatments for COVID-19 makes this combination very attractive for treating patients at stage II, non-severe symptomatic patients with the presence of virus and those patients who are at risk of developing severe pulmonary complications. |
format | Online Article Text |
id | pubmed-7531795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75317952020-10-08 In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm Artigas, Laura Coma, Mireia Matos-Filipe, Pedro Aguirre-Plans, Joaquim Farrés, Judith Valls, Raquel Fernandez-Fuentes, Narcis de la Haba-Rodriguez, Juan Olvera, Alex Barbera, Jose Morales, Rafael Oliva, Baldo Mas, Jose Manuel PLoS One Research Article From January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost and time efficient approaches to reduce the burthen of the disease are needed. To find potential COVID-19 treatments among the whole arsenal of existing drugs, we combined system biology and artificial intelligence-based approaches. The drug combination of pirfenidone and melatonin has been identified as a candidate treatment that may contribute to reduce the virus infection. Starting from different drug targets the effect of the drugs converges on human proteins with a known role in SARS-CoV-2 infection cycle. Simultaneously, GUILDify v2.0 web server has been used as an alternative method to corroborate the effect of pirfenidone and melatonin against the infection of SARS-CoV-2. We have also predicted a potential therapeutic effect of the drug combination over the respiratory associated pathology, thus tackling at the same time two important issues in COVID-19. These evidences, together with the fact that from a medical point of view both drugs are considered safe and can be combined with the current standard of care treatments for COVID-19 makes this combination very attractive for treating patients at stage II, non-severe symptomatic patients with the presence of virus and those patients who are at risk of developing severe pulmonary complications. Public Library of Science 2020-10-02 /pmc/articles/PMC7531795/ /pubmed/33006999 http://dx.doi.org/10.1371/journal.pone.0240149 Text en © 2020 Artigas et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Artigas, Laura Coma, Mireia Matos-Filipe, Pedro Aguirre-Plans, Joaquim Farrés, Judith Valls, Raquel Fernandez-Fuentes, Narcis de la Haba-Rodriguez, Juan Olvera, Alex Barbera, Jose Morales, Rafael Oliva, Baldo Mas, Jose Manuel In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title | In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title_full | In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title_fullStr | In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title_full_unstemmed | In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title_short | In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm |
title_sort | in-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce sars-cov-2 infection progression and respiratory distress caused by cytokine storm |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7531795/ https://www.ncbi.nlm.nih.gov/pubmed/33006999 http://dx.doi.org/10.1371/journal.pone.0240149 |
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