Cargando…

Prediction of repurposed drugs for treating lung injury in COVID-19

Background: Coronavirus disease (COVID-19) is an infectious disease discovered in 2019 and currently in outbreak across the world. Lung injury with severe respiratory failure is the leading cause of death in COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, t...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Bing, Garmire, Lana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7468567/
https://www.ncbi.nlm.nih.gov/pubmed/32934806
http://dx.doi.org/10.12688/f1000research.23996.2
_version_ 1783578245740888064
author He, Bing
Garmire, Lana
author_facet He, Bing
Garmire, Lana
author_sort He, Bing
collection PubMed
description Background: Coronavirus disease (COVID-19) is an infectious disease discovered in 2019 and currently in outbreak across the world. Lung injury with severe respiratory failure is the leading cause of death in COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, there still lacks efficient treatment for COVID-19 induced lung injury and acute respiratory failure. Methods: Inhibition of angiotensin-converting enzyme 2 (ACE2) caused by the spike protein of SARS-CoV-2 is the most plausible mechanism of lung injury in COVID-19. We performed drug repositioning analysis to identify drug candidates that reverse gene expression pattern in L1000 lung cell line HCC515 treated with ACE2 inhibitor. We confirmed these drug candidates by similar bioinformatics analysis using lung tissues from patients deceased from COVID-19. We further investigated deregulated genes and pathways related to lung injury, as well as the gene-pathway-drug candidate relationships. Results: We propose two candidate drugs, COL-3 (a chemically modified tetracycline) and CGP-60474 (a cyclin-dependent kinase inhibitor), for treating lung injuries in COVID-19. Further bioinformatics analysis shows that 12 significantly enriched pathways (P-value <0.05) overlap between HCC515 cells treated with ACE2 inhibitor and human COVID-19 patient lung tissues. These include signaling pathways known to be associated with lung injury such as TNF signaling, MAPK signaling and chemokine signaling pathways. All 12 pathways are targeted in COL-3 treated HCC515 cells, in which genes such as RHOA, RAC2, FAS, CDC42 have reduced expression. CGP-60474 shares 11 of 12 pathways with COL-3 and common target genes such as RHOA. It also uniquely targets other genes related to lung injury, such as CALR and MMP14. Conclusions: This study shows that ACE2 inhibition is likely part of the mechanisms leading to lung injury in COVID-19, and that compounds such as COL-3 and CGP-60474 have potential as repurposed drugs for its treatment.
format Online
Article
Text
id pubmed-7468567
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher F1000 Research Limited
record_format MEDLINE/PubMed
spelling pubmed-74685672020-09-14 Prediction of repurposed drugs for treating lung injury in COVID-19 He, Bing Garmire, Lana F1000Res Research Article Background: Coronavirus disease (COVID-19) is an infectious disease discovered in 2019 and currently in outbreak across the world. Lung injury with severe respiratory failure is the leading cause of death in COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, there still lacks efficient treatment for COVID-19 induced lung injury and acute respiratory failure. Methods: Inhibition of angiotensin-converting enzyme 2 (ACE2) caused by the spike protein of SARS-CoV-2 is the most plausible mechanism of lung injury in COVID-19. We performed drug repositioning analysis to identify drug candidates that reverse gene expression pattern in L1000 lung cell line HCC515 treated with ACE2 inhibitor. We confirmed these drug candidates by similar bioinformatics analysis using lung tissues from patients deceased from COVID-19. We further investigated deregulated genes and pathways related to lung injury, as well as the gene-pathway-drug candidate relationships. Results: We propose two candidate drugs, COL-3 (a chemically modified tetracycline) and CGP-60474 (a cyclin-dependent kinase inhibitor), for treating lung injuries in COVID-19. Further bioinformatics analysis shows that 12 significantly enriched pathways (P-value <0.05) overlap between HCC515 cells treated with ACE2 inhibitor and human COVID-19 patient lung tissues. These include signaling pathways known to be associated with lung injury such as TNF signaling, MAPK signaling and chemokine signaling pathways. All 12 pathways are targeted in COL-3 treated HCC515 cells, in which genes such as RHOA, RAC2, FAS, CDC42 have reduced expression. CGP-60474 shares 11 of 12 pathways with COL-3 and common target genes such as RHOA. It also uniquely targets other genes related to lung injury, such as CALR and MMP14. Conclusions: This study shows that ACE2 inhibition is likely part of the mechanisms leading to lung injury in COVID-19, and that compounds such as COL-3 and CGP-60474 have potential as repurposed drugs for its treatment. F1000 Research Limited 2020-08-26 /pmc/articles/PMC7468567/ /pubmed/32934806 http://dx.doi.org/10.12688/f1000research.23996.2 Text en Copyright: © 2020 He B and Garmire L http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
He, Bing
Garmire, Lana
Prediction of repurposed drugs for treating lung injury in COVID-19
title Prediction of repurposed drugs for treating lung injury in COVID-19
title_full Prediction of repurposed drugs for treating lung injury in COVID-19
title_fullStr Prediction of repurposed drugs for treating lung injury in COVID-19
title_full_unstemmed Prediction of repurposed drugs for treating lung injury in COVID-19
title_short Prediction of repurposed drugs for treating lung injury in COVID-19
title_sort prediction of repurposed drugs for treating lung injury in covid-19
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7468567/
https://www.ncbi.nlm.nih.gov/pubmed/32934806
http://dx.doi.org/10.12688/f1000research.23996.2
work_keys_str_mv AT hebing predictionofrepurposeddrugsfortreatinglunginjuryincovid19
AT garmirelana predictionofrepurposeddrugsfortreatinglunginjuryincovid19