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Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials
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. Therefore, we retrieved data from post-mortem lungs from COVID-19...
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Published in: | Frontiers in pharmacology 2022-03, Vol.13, p.833174-833174 |
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creator | 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 |
description | 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.
Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth
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.
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-
B, 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.
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. |
doi_str_mv | 10.3389/fphar.2022.833174 |
format | article |
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Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth
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.
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-
B, 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.
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.</description><identifier>ISSN: 1663-9812</identifier><identifier>EISSN: 1663-9812</identifier><identifier>DOI: 10.3389/fphar.2022.833174</identifier><identifier>PMID: 35422702</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>clinical trials ; drugs ; lethal COVID-19 ; Pharmacology ; pulmonary inflammatory response ; single nucleus RNA sequencing</subject><ispartof>Frontiers in pharmacology, 2022-03, Vol.13, p.833174-833174</ispartof><rights>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.</rights><rights>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. 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</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-28d0de7ff9dc2eb1b4cb3094bbdc6c383d0c2e753ed225d581a1ce4f3a11f6c03</citedby><cites>FETCH-LOGICAL-c395t-28d0de7ff9dc2eb1b4cb3094bbdc6c383d0c2e753ed225d581a1ce4f3a11f6c03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002106/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002106/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35422702$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>López-Cortés, Andrés</creatorcontrib><creatorcontrib>Guerrero, Santiago</creatorcontrib><creatorcontrib>Ortiz-Prado, Esteban</creatorcontrib><creatorcontrib>Yumiceba, Verónica</creatorcontrib><creatorcontrib>Vera-Guapi, Antonella</creatorcontrib><creatorcontrib>León Cáceres, Ángela</creatorcontrib><creatorcontrib>Simbaña-Rivera, Katherine</creatorcontrib><creatorcontrib>Gómez-Jaramillo, Ana María</creatorcontrib><creatorcontrib>Echeverría-Garcés, Gabriela</creatorcontrib><creatorcontrib>García-Cárdenas, Jennyfer M</creatorcontrib><creatorcontrib>Guevara-Ramírez, Patricia</creatorcontrib><creatorcontrib>Cabrera-Andrade, Alejandro</creatorcontrib><creatorcontrib>Puig San Andrés, Lourdes</creatorcontrib><creatorcontrib>Cevallos-Robalino, Doménica</creatorcontrib><creatorcontrib>Bautista, Jhommara</creatorcontrib><creatorcontrib>Armendáriz-Castillo, Isaac</creatorcontrib><creatorcontrib>Pérez-Villa, Andy</creatorcontrib><creatorcontrib>Abad-Sojos, Andrea</creatorcontrib><creatorcontrib>Ramos-Medina, María José</creatorcontrib><creatorcontrib>León-Sosa, Ariana</creatorcontrib><creatorcontrib>Abarca, Estefanía</creatorcontrib><creatorcontrib>Pérez-Meza, Álvaro A</creatorcontrib><creatorcontrib>Nieto-Jaramillo, Karol</creatorcontrib><creatorcontrib>Jácome, Andrea V</creatorcontrib><creatorcontrib>Morillo, Andrea</creatorcontrib><creatorcontrib>Arias-Erazo, Fernanda</creatorcontrib><creatorcontrib>Fuenmayor-González, Luis</creatorcontrib><creatorcontrib>Quiñones, Luis Abel</creatorcontrib><creatorcontrib>Kyriakidis, Nikolaos C</creatorcontrib><title>Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials</title><title>Frontiers in pharmacology</title><addtitle>Front Pharmacol</addtitle><description>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.
Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth
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.
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-
B, 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.
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.</description><subject>clinical trials</subject><subject>drugs</subject><subject>lethal COVID-19</subject><subject>Pharmacology</subject><subject>pulmonary inflammatory response</subject><subject>single nucleus RNA sequencing</subject><issn>1663-9812</issn><issn>1663-9812</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVUk1v1DAQjRCIVqU_gAvykctubU8-nAsS2haItFJXaOnV8sd4kyqJg51U4swfx9stVevL2PPmvfHYL8s-MroGEPWVm1oV1pxyvhYArMrfZOesLGFVC8bfvtifZZcx3tO0oK6hzN9nZ1DknFeUn2d_d0s_-FGFP6QZXa-GQc0-HX5inPwYkXQj2eLcqp5sbu-a6xWrE_aAqo9k52cc5y5B-xaDmnCZO0P2KhxwjkSNllyH5RCPErtWRYykaZqr5o5s-m7szJEXEjt-yN65FPDyKV5kv77d7Dc_Vtvb783m63ZloC7mFReWWqycq63hqJnOjQZa51pbUxoQYGnKVwWg5bywhWCKGcwdKMZcaShcZM1J13p1L6fQDWls6VUnHxM-HKQKaYQeJQpNK81Bo-C5dUKUBdPOObQ5FKBM0vpy0poWPaA16SGC6l-JvkbGrpUH_yBrSjmjZRL4_CQQ_O8F4yyHLhrsezWiX6LkqWMpqlyIVMpOpSb4GAO65zaMyqMX5KMX5NEL8uSFxPn08n7PjP8_D_8AL0izFg</recordid><startdate>20220329</startdate><enddate>20220329</enddate><creator>López-Cortés, Andrés</creator><creator>Guerrero, Santiago</creator><creator>Ortiz-Prado, Esteban</creator><creator>Yumiceba, Verónica</creator><creator>Vera-Guapi, Antonella</creator><creator>León Cáceres, Ángela</creator><creator>Simbaña-Rivera, Katherine</creator><creator>Gómez-Jaramillo, Ana María</creator><creator>Echeverría-Garcés, Gabriela</creator><creator>García-Cárdenas, Jennyfer M</creator><creator>Guevara-Ramírez, Patricia</creator><creator>Cabrera-Andrade, Alejandro</creator><creator>Puig San Andrés, Lourdes</creator><creator>Cevallos-Robalino, Doménica</creator><creator>Bautista, Jhommara</creator><creator>Armendáriz-Castillo, Isaac</creator><creator>Pérez-Villa, Andy</creator><creator>Abad-Sojos, Andrea</creator><creator>Ramos-Medina, María José</creator><creator>León-Sosa, Ariana</creator><creator>Abarca, Estefanía</creator><creator>Pérez-Meza, Álvaro A</creator><creator>Nieto-Jaramillo, Karol</creator><creator>Jácome, Andrea V</creator><creator>Morillo, Andrea</creator><creator>Arias-Erazo, Fernanda</creator><creator>Fuenmayor-González, Luis</creator><creator>Quiñones, Luis Abel</creator><creator>Kyriakidis, Nikolaos C</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20220329</creationdate><title>Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials</title><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></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-28d0de7ff9dc2eb1b4cb3094bbdc6c383d0c2e753ed225d581a1ce4f3a11f6c03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>clinical trials</topic><topic>drugs</topic><topic>lethal COVID-19</topic><topic>Pharmacology</topic><topic>pulmonary inflammatory response</topic><topic>single nucleus RNA sequencing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>López-Cortés, Andrés</creatorcontrib><creatorcontrib>Guerrero, Santiago</creatorcontrib><creatorcontrib>Ortiz-Prado, Esteban</creatorcontrib><creatorcontrib>Yumiceba, Verónica</creatorcontrib><creatorcontrib>Vera-Guapi, Antonella</creatorcontrib><creatorcontrib>León Cáceres, Ángela</creatorcontrib><creatorcontrib>Simbaña-Rivera, Katherine</creatorcontrib><creatorcontrib>Gómez-Jaramillo, Ana María</creatorcontrib><creatorcontrib>Echeverría-Garcés, Gabriela</creatorcontrib><creatorcontrib>García-Cárdenas, Jennyfer M</creatorcontrib><creatorcontrib>Guevara-Ramírez, Patricia</creatorcontrib><creatorcontrib>Cabrera-Andrade, Alejandro</creatorcontrib><creatorcontrib>Puig San Andrés, Lourdes</creatorcontrib><creatorcontrib>Cevallos-Robalino, Doménica</creatorcontrib><creatorcontrib>Bautista, Jhommara</creatorcontrib><creatorcontrib>Armendáriz-Castillo, Isaac</creatorcontrib><creatorcontrib>Pérez-Villa, Andy</creatorcontrib><creatorcontrib>Abad-Sojos, Andrea</creatorcontrib><creatorcontrib>Ramos-Medina, María José</creatorcontrib><creatorcontrib>León-Sosa, Ariana</creatorcontrib><creatorcontrib>Abarca, Estefanía</creatorcontrib><creatorcontrib>Pérez-Meza, Álvaro A</creatorcontrib><creatorcontrib>Nieto-Jaramillo, Karol</creatorcontrib><creatorcontrib>Jácome, Andrea V</creatorcontrib><creatorcontrib>Morillo, Andrea</creatorcontrib><creatorcontrib>Arias-Erazo, Fernanda</creatorcontrib><creatorcontrib>Fuenmayor-González, Luis</creatorcontrib><creatorcontrib>Quiñones, Luis Abel</creatorcontrib><creatorcontrib>Kyriakidis, Nikolaos C</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>López-Cortés, Andrés</au><au>Guerrero, Santiago</au><au>Ortiz-Prado, Esteban</au><au>Yumiceba, Verónica</au><au>Vera-Guapi, Antonella</au><au>León Cáceres, Ángela</au><au>Simbaña-Rivera, Katherine</au><au>Gómez-Jaramillo, Ana María</au><au>Echeverría-Garcés, Gabriela</au><au>García-Cárdenas, Jennyfer M</au><au>Guevara-Ramírez, Patricia</au><au>Cabrera-Andrade, Alejandro</au><au>Puig San Andrés, Lourdes</au><au>Cevallos-Robalino, Doménica</au><au>Bautista, Jhommara</au><au>Armendáriz-Castillo, Isaac</au><au>Pérez-Villa, Andy</au><au>Abad-Sojos, Andrea</au><au>Ramos-Medina, María José</au><au>León-Sosa, Ariana</au><au>Abarca, Estefanía</au><au>Pérez-Meza, Álvaro A</au><au>Nieto-Jaramillo, Karol</au><au>Jácome, Andrea V</au><au>Morillo, Andrea</au><au>Arias-Erazo, Fernanda</au><au>Fuenmayor-González, Luis</au><au>Quiñones, Luis Abel</au><au>Kyriakidis, Nikolaos C</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials</atitle><jtitle>Frontiers in pharmacology</jtitle><addtitle>Front Pharmacol</addtitle><date>2022-03-29</date><risdate>2022</risdate><volume>13</volume><spage>833174</spage><epage>833174</epage><pages>833174-833174</pages><issn>1663-9812</issn><eissn>1663-9812</eissn><abstract>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.
Therefore, we retrieved data from post-mortem lungs from COVID-19 patients and performed in-depth
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.
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-
B, 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.
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.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>35422702</pmid><doi>10.3389/fphar.2022.833174</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | clinical trials drugs lethal COVID-19 Pharmacology pulmonary inflammatory response single nucleus RNA sequencing |
title | Pulmonary Inflammatory Response in Lethal COVID-19 Reveals Potential Therapeutic Targets and Drugs in Phases III/IV Clinical Trials |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-18T11%3A48%3A36IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Pulmonary%20Inflammatory%20Response%20in%20Lethal%20COVID-19%20Reveals%20Potential%20Therapeutic%20Targets%20and%20Drugs%20in%20Phases%20III/IV%20Clinical%20Trials&rft.jtitle=Frontiers%20in%20pharmacology&rft.au=L%C3%B3pez-Cort%C3%A9s,%20Andr%C3%A9s&rft.date=2022-03-29&rft.volume=13&rft.spage=833174&rft.epage=833174&rft.pages=833174-833174&rft.issn=1663-9812&rft.eissn=1663-9812&rft_id=info:doi/10.3389/fphar.2022.833174&rft_dat=%3Cproquest_doaj_%3E2651687488%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c395t-28d0de7ff9dc2eb1b4cb3094bbdc6c383d0c2e753ed225d581a1ce4f3a11f6c03%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2651687488&rft_id=info:pmid/35422702&rfr_iscdi=true |