Evidence map›Paper›PMID 35967328›Full record

ArticleFrontiers in immunology2022

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.

Marta Molinero, Silvia Gómez, Iván D Benítez, J J Vengoechea, Jessica González, Dinora Polanco, Clara Gort-Paniello, Anna Moncusí-Moix, María C García-Hidalgo, Manel Perez-Pons and 18 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.1field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 14 citations in OpenAlex.

  1. CMGC Kinases in Viral Infection and Human Disease.Pathogens (Basel, Switzerland) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors at 11 institutions in 1 country.

Marta MolineroTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Silvia GómezTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Iván D BenítezTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
J J VengoecheaTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Jessica GonzálezTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Dinora PolancoTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Clara Gort-PanielloTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Anna Moncusí-MoixTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
María C García-HidalgoTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Manel Perez-PonsTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Thalía BelmonteTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Gerard TorresTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Jesús CaballeroIntensive Care Department, University Hospital Arnau de Vilanova, IRBLleida, Lleida, Spain.
Carme BarberàIntensive Care Department, University Hospital Santa María, IRBLleida, Lleida, Spain.
Jose Ignacio Ayestarán RotaIntensive Care Unit, Son Espases University Hospital, Instituto de Investigación Sanitaria Illes Balears (IdISBa), Palma de Mallorca, Spain.
Lorenzo Socías CrespíCritical Care Department, Son Llàtzer Hospital, Palma de Mallorca, Spain.
Adrián CeccatoCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Laia Fernández-BaratCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Ricard FerrerCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Dario Garcia-GasullaBarcelona Supercomputing Center (BSC), Barcelona, Spain.
Jose Ángel Lorente-BalanzaCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Rosario MenéndezCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Ana MotosCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Oscar PeñuelasCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Jordi RieraCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Antoni TorresCIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, Madrid, Spain.
Ferran BarbéTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
David de Gonzalo-CalvoTranslational Research in Respiratory Medicine, University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Lleida, Spain.
Biomedical Research Institute of Lleida · ESInstituto de Salud Carlos III · ESCentro de Investigación Biomédica en Red de Enfermedades Respiratorias · ESHospital Universitari Arnau de Vilanova · ESConsorci Institut D'Investigacions Biomediques August Pi I Sunyer · ESBarcelona Supercomputing Center · ESHealth Research Institute of the Balearic Islands · ESHospital Son Llatzer · ESHospital Universitari de Santa Maria · ESHospital Universitario de Getafe · ESVall d'Hebron Hospital Universitari · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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 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.

Indexed as

COVID-19Respiratory Distress SyndromeCritical IllnessHumansMucoproteinsOncogene ProteinsProtein Serine-Threonine KinasesProteomicsSARS-CoV-2AGR2 protein, humanMucoproteinsOncogene ProteinsProtein Serine-Threonine KinasesSRPK2 protein, humanacute respiratory distress syndromebronchial aspirateCOVID-19ICU – intensive care unitproteomics

Identifiers

PMID35967328
PMCPMC9373836
OpenAlexW4293105401

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.