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Evaluating Regional Pulmonary Deposition using Patient-Specific 3D Printed Lung Models
Published on: November 11, 2020
Prediction of repurposed drugs for treating lung injury in COVID-19
1Department of Computational Medicine and Bioinformatics, Medical School, University of Michigan, Ann Arbor, 48105, USA.
Insights
Two potential drugs, COL-3 and CGP-60474, show promise for treating COVID-19 lung injury. These candidates target key pathways involved in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) induced lung damage.
Area of Science:
- Pulmonology
- Virology
- Pharmacology
Background:
- Coronavirus disease (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), leads to significant lung injury and respiratory failure.
- Current treatments for COVID-19-induced lung injury remain limited.
- Inhibition of angiotensin-converting enzyme 2 (ACE2) by the SARS-CoV-2 spike protein is a key mechanism driving lung damage.
Purpose of the Study:
- To identify potential drug candidates for treating COVID-19 lung injury through drug repositioning.
- To investigate the molecular mechanisms underlying COVID-19 lung injury.
- To establish relationships between deregulated genes, pathways, and drug candidates.
Main Methods:
- Drug repositioning analysis using the L1000 lung cell line (HCC515) treated with an ACE2 inhibitor.
- Bioinformatics analysis of lung tissues from COVID-19 deceased patients to confirm drug candidates.
- Investigation of gene-pathway-drug candidate interactions.
Main Results:
- Two drug candidates, COL-3 (chemically modified tetracycline) and CGP-60474 (cyclin-dependent kinase inhibitor), were identified.
- Twelve significantly enriched pathways, including TNF, MAPK, and chemokine signaling, overlapped between treated cells and patient lung tissues.
- Both COL-3 and CGP-60474 targeted these pathways, affecting genes like RHOA, RAC2, FAS, and CDC42; CGP-60474 also targeted CALR and MMP14.
Conclusions:
- ACE2 inhibition is a likely contributor to COVID-19-related lung injury.
- COL-3 and CGP-60474 demonstrate potential as repurposed drugs for treating COVID-19 lung injury.
- The identified pathways and targeted genes provide insights into therapeutic strategies.
Abstract:
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.
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