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Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials
Background: It is imperative to identify drugs that allow treating symptoms of severe COVID-19. Respiratory failure is the main cause of death in severe COVID-19 patients, and the host inflammatory response at the lungs remains poorly understood. Methods: Therefore, we retrieved data from post-morte...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002106/ https://www.ncbi.nlm.nih.gov/pubmed/35422702 http://dx.doi.org/10.3389/fphar.2022.833174 |
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author | López-Cortés, Andrés Guerrero, Santiago Ortiz-Prado, Esteban Yumiceba, Verónica Vera-Guapi, Antonella León Cáceres, Ángela Simbaña-Rivera, Katherine Gómez-Jaramillo, Ana María Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Guevara-Ramírez, Patricia Cabrera-Andrade, Alejandro Puig San Andrés, Lourdes Cevallos-Robalino, Doménica Bautista, Jhommara Armendáriz-Castillo, Isaac Pérez-Villa, Andy Abad-Sojos, Andrea Ramos-Medina, María José León-Sosa, Ariana Abarca, Estefanía Pérez-Meza, Álvaro A. Nieto-Jaramillo, Karol Jácome, Andrea V. Morillo, Andrea Arias-Erazo, Fernanda Fuenmayor-González, Luis Quiñones, Luis Abel Kyriakidis, Nikolaos C. |
author_facet | López-Cortés, Andrés Guerrero, Santiago Ortiz-Prado, Esteban Yumiceba, Verónica Vera-Guapi, Antonella León Cáceres, Ángela Simbaña-Rivera, Katherine Gómez-Jaramillo, Ana María Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Guevara-Ramírez, Patricia Cabrera-Andrade, Alejandro Puig San Andrés, Lourdes Cevallos-Robalino, Doménica Bautista, Jhommara Armendáriz-Castillo, Isaac Pérez-Villa, Andy Abad-Sojos, Andrea Ramos-Medina, María José León-Sosa, Ariana Abarca, Estefanía Pérez-Meza, Álvaro A. Nieto-Jaramillo, Karol Jácome, Andrea V. Morillo, Andrea Arias-Erazo, Fernanda Fuenmayor-González, Luis Quiñones, Luis Abel Kyriakidis, Nikolaos C. |
author_sort | López-Cortés, Andrés |
collection | PubMed |
description | Background: It is imperative to identify drugs that allow treating symptoms of severe COVID-19. Respiratory failure is the main cause of death in severe COVID-19 patients, and the host inflammatory response at the lungs remains poorly understood. Methods: Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth in silico analyses of single-nucleus RNA sequencing data, inflammatory protein interactome network, and shortest pathways to physiological phenotypes to reveal potential therapeutic targets and drugs in advanced-stage COVID-19 clinical trials. Results: Herein, we analyzed transcriptomics data of 719 inflammatory response genes across 19 cell types (116,313 nuclei) from lung autopsies. The functional enrichment analysis of the 233 significantly expressed genes showed that the most relevant biological annotations were inflammatory response, innate immune response, cytokine production, interferon production, macrophage activation, blood coagulation, NLRP3 inflammasome complex, and the TLR, JAK-STAT, NF-κB, TNF, oncostatin M signaling pathways. Subsequently, we identified 34 essential inflammatory proteins with both high-confidence protein interactions and shortest pathways to inflammation, cell death, glycolysis, and angiogenesis. Conclusion: We propose three small molecules (baricitinib, eritoran, and montelukast) that can be considered for treating severe COVID-19 symptoms after being thoroughly evaluated in COVID-19 clinical trials. |
format | Online Article Text |
id | pubmed-9002106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90021062022-04-13 Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials López-Cortés, Andrés Guerrero, Santiago Ortiz-Prado, Esteban Yumiceba, Verónica Vera-Guapi, Antonella León Cáceres, Ángela Simbaña-Rivera, Katherine Gómez-Jaramillo, Ana María Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Guevara-Ramírez, Patricia Cabrera-Andrade, Alejandro Puig San Andrés, Lourdes Cevallos-Robalino, Doménica Bautista, Jhommara Armendáriz-Castillo, Isaac Pérez-Villa, Andy Abad-Sojos, Andrea Ramos-Medina, María José León-Sosa, Ariana Abarca, Estefanía Pérez-Meza, Álvaro A. Nieto-Jaramillo, Karol Jácome, Andrea V. Morillo, Andrea Arias-Erazo, Fernanda Fuenmayor-González, Luis Quiñones, Luis Abel Kyriakidis, Nikolaos C. Front Pharmacol Pharmacology Background: It is imperative to identify drugs that allow treating symptoms of severe COVID-19. Respiratory failure is the main cause of death in severe COVID-19 patients, and the host inflammatory response at the lungs remains poorly understood. Methods: Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth in silico analyses of single-nucleus RNA sequencing data, inflammatory protein interactome network, and shortest pathways to physiological phenotypes to reveal potential therapeutic targets and drugs in advanced-stage COVID-19 clinical trials. Results: Herein, we analyzed transcriptomics data of 719 inflammatory response genes across 19 cell types (116,313 nuclei) from lung autopsies. The functional enrichment analysis of the 233 significantly expressed genes showed that the most relevant biological annotations were inflammatory response, innate immune response, cytokine production, interferon production, macrophage activation, blood coagulation, NLRP3 inflammasome complex, and the TLR, JAK-STAT, NF-κB, TNF, oncostatin M signaling pathways. Subsequently, we identified 34 essential inflammatory proteins with both high-confidence protein interactions and shortest pathways to inflammation, cell death, glycolysis, and angiogenesis. Conclusion: We propose three small molecules (baricitinib, eritoran, and montelukast) that can be considered for treating severe COVID-19 symptoms after being thoroughly evaluated in COVID-19 clinical trials. Frontiers Media S.A. 2022-03-29 /pmc/articles/PMC9002106/ /pubmed/35422702 http://dx.doi.org/10.3389/fphar.2022.833174 Text en Copyright © 2022 López-Cortés, Guerrero, Ortiz-Prado, Yumiceba, Vera-Guapi, León Cáceres, Simbaña-Rivera, Gómez-Jaramillo, Echeverría-Garcés, García-Cárdenas, Guevara-Ramírez, Cabrera-Andrade, Puig San Andrés, Cevallos-Robalino, Bautista, Armendáriz-Castillo, Pérez-Villa, Abad-Sojos, Ramos-Medina, León-Sosa, Abarca, Pérez-Meza, Nieto-Jaramillo, Jácome, Morillo, Arias-Erazo, Fuenmayor-González, Quiñones and Kyriakidis. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology López-Cortés, Andrés Guerrero, Santiago Ortiz-Prado, Esteban Yumiceba, Verónica Vera-Guapi, Antonella León Cáceres, Ángela Simbaña-Rivera, Katherine Gómez-Jaramillo, Ana María Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Guevara-Ramírez, Patricia Cabrera-Andrade, Alejandro Puig San Andrés, Lourdes Cevallos-Robalino, Doménica Bautista, Jhommara Armendáriz-Castillo, Isaac Pérez-Villa, Andy Abad-Sojos, Andrea Ramos-Medina, María José León-Sosa, Ariana Abarca, Estefanía Pérez-Meza, Álvaro A. Nieto-Jaramillo, Karol Jácome, Andrea V. Morillo, Andrea Arias-Erazo, Fernanda Fuenmayor-González, Luis Quiñones, Luis Abel Kyriakidis, Nikolaos C. Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title_full | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title_fullStr | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title_full_unstemmed | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title_short | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
title_sort | pulmonary inflammatory response in lethal covid-19 reveals potential therapeutic targets and drugs in phases iii/iv clinical trials |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002106/ https://www.ncbi.nlm.nih.gov/pubmed/35422702 http://dx.doi.org/10.3389/fphar.2022.833174 |
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