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Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection
INTRODUCTION: Bronchial aspirates (BAS) obtained during invasive mechanical ventilation (IMV) constitutes a useful tool for molecular phenotyping and decision making. AIM: To identify the proteomic determinants associated with disease pathogenesis, all-cause mortality and respiratory sequelae in BAS...
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/PMC9373836/ https://www.ncbi.nlm.nih.gov/pubmed/35967328 http://dx.doi.org/10.3389/fimmu.2022.942443 |
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author | Molinero, Marta Gómez, Silvia Benítez, Iván D. Vengoechea, J. J. González, Jessica Polanco, Dinora Gort-Paniello, Clara Moncusí-Moix, Anna García-Hidalgo, María C. Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Caballero, Jesús Barberà, Carme Ayestarán Rota, Jose Ignacio Socías Crespí, Lorenzo Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David |
author_facet | Molinero, Marta Gómez, Silvia Benítez, Iván D. Vengoechea, J. J. González, Jessica Polanco, Dinora Gort-Paniello, Clara Moncusí-Moix, Anna García-Hidalgo, María C. Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Caballero, Jesús Barberà, Carme Ayestarán Rota, Jose Ignacio Socías Crespí, Lorenzo Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David |
author_sort | Molinero, Marta |
collection | PubMed |
description | INTRODUCTION: Bronchial aspirates (BAS) obtained during invasive mechanical ventilation (IMV) constitutes a useful tool for molecular phenotyping and decision making. AIM: To identify the proteomic determinants associated with disease pathogenesis, all-cause mortality and respiratory sequelae in BAS samples from critically ill patients with SARS-CoV-2-induced ARDS METHODS: Multicenter study including 74 critically ill patients with COVID-19 and non-COVID-19 ARDS. BAS were obtained by bronchoaspiration after IMV initiation. Three hundred sixty-four proteins were quantified using proximity extension assay (PEA) technology. Random forest models were used to assess predictor importance. RESULTS: After adjusting for confounding factors, CST5, NADK, SRPK2 and TGF-α were differentially detected in COVID-19 and non-COVID-19 patients. In random forest models for COVID-19, CST5, DPP7, NADK, KYAT1 and TYMP showed the highest variable importance. In COVID-19 patients, reduced levels of ENTPD2 and PTN were observed in nonsurvivors of ICU stay, even after adjustment. AGR2, NQO2, IL-1α, OSM and TRAIL showed the strongest associations with in-ICU mortality and were used to construct a protein-based prediction model. Kaplan-Meier curves revealed a clear separation in mortality risk between subgroups of PTN, ENTPD2 and the prediction model. Cox regression models supported these findings. In survivors, the levels of FCRL1, NTF4 and THOP1 in BAS samples obtained during the ICU stay correlated with lung function (i.e., D(LCO) levels) 3 months after hospital discharge. Similarly, Flt3L and THOP1 levels were correlated with radiological features (i.e., TSS). These proteins are expressed in immune and nonimmune lung cells. Poor host response to viral infectivity and an inappropriate reparative mechanism seem to be linked with the pathogenesis of the disease and fatal outcomes, respectively. CONCLUSION: BAS proteomics identified novel factors associated with the pathology of SARS-CoV-2-induced ARDS and its adverse outcomes. BAS-based protein testing emerges as a novel tool for risk assessment in the ICU. |
format | Online Article Text |
id | pubmed-9373836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93738362022-08-13 Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection Molinero, Marta Gómez, Silvia Benítez, Iván D. Vengoechea, J. J. González, Jessica Polanco, Dinora Gort-Paniello, Clara Moncusí-Moix, Anna García-Hidalgo, María C. Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Caballero, Jesús Barberà, Carme Ayestarán Rota, Jose Ignacio Socías Crespí, Lorenzo Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Front Immunol Immunology INTRODUCTION: Bronchial aspirates (BAS) obtained during invasive mechanical ventilation (IMV) constitutes a useful tool for molecular phenotyping and decision making. AIM: To identify the proteomic determinants associated with disease pathogenesis, all-cause mortality and respiratory sequelae in BAS samples from critically ill patients with SARS-CoV-2-induced ARDS METHODS: Multicenter study including 74 critically ill patients with COVID-19 and non-COVID-19 ARDS. BAS were obtained by bronchoaspiration after IMV initiation. Three hundred sixty-four proteins were quantified using proximity extension assay (PEA) technology. Random forest models were used to assess predictor importance. RESULTS: After adjusting for confounding factors, CST5, NADK, SRPK2 and TGF-α were differentially detected in COVID-19 and non-COVID-19 patients. In random forest models for COVID-19, CST5, DPP7, NADK, KYAT1 and TYMP showed the highest variable importance. In COVID-19 patients, reduced levels of ENTPD2 and PTN were observed in nonsurvivors of ICU stay, even after adjustment. AGR2, NQO2, IL-1α, OSM and TRAIL showed the strongest associations with in-ICU mortality and were used to construct a protein-based prediction model. Kaplan-Meier curves revealed a clear separation in mortality risk between subgroups of PTN, ENTPD2 and the prediction model. Cox regression models supported these findings. In survivors, the levels of FCRL1, NTF4 and THOP1 in BAS samples obtained during the ICU stay correlated with lung function (i.e., D(LCO) levels) 3 months after hospital discharge. Similarly, Flt3L and THOP1 levels were correlated with radiological features (i.e., TSS). These proteins are expressed in immune and nonimmune lung cells. Poor host response to viral infectivity and an inappropriate reparative mechanism seem to be linked with the pathogenesis of the disease and fatal outcomes, respectively. CONCLUSION: BAS proteomics identified novel factors associated with the pathology of SARS-CoV-2-induced ARDS and its adverse outcomes. BAS-based protein testing emerges as a novel tool for risk assessment in the ICU. Frontiers Media S.A. 2022-07-29 /pmc/articles/PMC9373836/ /pubmed/35967328 http://dx.doi.org/10.3389/fimmu.2022.942443 Text en Copyright © 2022 Molinero, Gómez, Benítez, Vengoechea, González, Polanco, Gort-Paniello, Moncusí-Moix, García-Hidalgo, Perez-Pons, Belmonte, Torres, Caballero, Barberà, Ayestarán Rota, Socías Crespí, Ceccato, Fernández-Barat, Ferrer, Garcia-Gasulla, Lorente-Balanza, Menéndez, Motos, Peñuelas, Riera, Torres, Barbé and de Gonzalo-Calvo 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 | Immunology Molinero, Marta Gómez, Silvia Benítez, Iván D. Vengoechea, J. J. González, Jessica Polanco, Dinora Gort-Paniello, Clara Moncusí-Moix, Anna García-Hidalgo, María C. Perez-Pons, Manel Belmonte, Thalía Torres, Gerard Caballero, Jesús Barberà, Carme Ayestarán Rota, Jose Ignacio Socías Crespí, Lorenzo Ceccato, Adrián Fernández-Barat, Laia Ferrer, Ricard Garcia-Gasulla, Dario Lorente-Balanza, Jose Ángel Menéndez, Rosario Motos, Ana Peñuelas, Oscar Riera, Jordi Torres, Antoni Barbé, Ferran de Gonzalo-Calvo, David Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title | Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title_full | Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title_fullStr | Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title_full_unstemmed | Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title_short | Multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ARDS secondary to SARS-CoV-2 infection |
title_sort | multiplex protein profiling of bronchial aspirates reveals disease-, mortality- and respiratory sequelae-associated signatures in critically ill patients with ards secondary to sars-cov-2 infection |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9373836/ https://www.ncbi.nlm.nih.gov/pubmed/35967328 http://dx.doi.org/10.3389/fimmu.2022.942443 |
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