TY - JOUR
T1 - Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials
AU - López-Cortés, Andrés
AU - Guerrero, Santiago
AU - Ortiz-Prado, Esteban
AU - Yumiceba, Verónica
AU - Vera-Guapi, Antonella
AU - León Cáceres, Ángela
AU - Simbaña-Rivera, Katherine
AU - Gómez-Jaramillo, Ana María
AU - Echeverría-Garcés, Gabriela
AU - García-Cárdenas, Jennyfer M.
AU - Guevara-Ramírez, Patricia
AU - Cabrera-Andrade, Alejandro
AU - Puig San Andrés, Lourdes
AU - Cevallos-Robalino, Doménica
AU - Bautista, Jhommara
AU - Armendáriz-Castillo, Isaac
AU - Pérez-Villa, Andy
AU - Abad-Sojos, Andrea
AU - Ramos-Medina, María José
AU - León-Sosa, Ariana
AU - Abarca, Estefanía
AU - Pérez-Meza, Álvaro A.
AU - Nieto-Jaramillo, Karol
AU - Jácome, Andrea V.
AU - Morillo, Andrea
AU - Arias-Erazo, Fernanda
AU - Fuenmayor-González, Luis
AU - Quiñones, Luis Abel
AU - Kyriakidis, Nikolaos C.
N1 - Publisher Copyright:
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.
PY - 2022/3/29
Y1 - 2022/3/29
N2 - 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.
AB - 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.
KW - clinical trials
KW - drugs
KW - lethal COVID-19
KW - pulmonary inflammatory response
KW - single nucleus RNA sequencing
UR - http://www.scopus.com/inward/record.url?scp=85128417963&partnerID=8YFLogxK
U2 - 10.3389/fphar.2022.833174
DO - 10.3389/fphar.2022.833174
M3 - Article
AN - SCOPUS:85128417963
SN - 1663-9812
VL - 13
JO - Frontiers in Pharmacology
JF - Frontiers in Pharmacology
M1 - 833174
ER -