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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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