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

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2022Author
Molinero, Marta
Gómez Falguera, Silvia
Vengoechea Aragoncillo, José Javier
González, Jessica
Polanco, Dinora
Gort Paniello, Clara
Moncusí Moix, Anna
García Hidalgo, María Coronada
Perez-Pons, Manel
Belmonte, Thalía
Torres, Gerard
Caballero, Jesús
Barberà, Carme
Ayestarán Rota, Jose Ignacio
Socias, Lorenzo
Ceccato, Adrián
Fernández Barat, Laia
Ferrer, Ricard
Garcia-Gasulla, Dario
Lorente, José Ángel
Menéndez, Rosario
Motos, Anna
Peñuelas, Oscar
Riera, Jordi
Torres, Antoni
de Gonzalo Calvo, David
Suggested citation
Molinero, Marta;
Gómez Falguera, Silvia;
Benítez, Iván;
Vengoechea Aragoncillo, José Javier;
González, Jessica;
Polanco, Dinora;
...
de Gonzalo Calvo, David.
(2022)
.
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.
Frontiers in Immunology, 2022, vol. 13, 942443.
https://doi.org/10.3389/fimmu.2022.942443.
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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 TGFa 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-1a, OSM and TRAIL showed the strongest associations with in-ICU mortality and were used to construct a proteinbased 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., DLCO 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. BASbased protein testing emerges as a novel tool for risk assessment in the ICU.
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Frontiers in Immunology, 2022, vol. 13, 942443European research projects
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