Evidence map›Paper›PMID 36233592›Full record

ReviewJournal of clinical medicine2022

Respiratory Subsets in Patients with Moderate to Severe Acute Respiratory Distress Syndrome for Early Prediction of Death.

Jesús Villar, Cristina Fernández, Jesús M González-Martín, Carlos Ferrando, José M Añón, Ana M Del Saz-Ortíz, Ana Díaz-Lamas, Ana Bueno-González, Lorena Fernández, Ana M Domínguez-Berrot and 19 more

Open access · goldAbstract readReview
In one paragraph

Review in Journal of clinical medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
2.3field-weighted citation impact, top 10% 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

17 citing papers in PubMed, 15 citations in OpenAlex.

  1. Trial
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  5. Invasive ventilation and association with outcomes in heart failure-related cardiogenic shock.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
    Article
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  7. Article
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  11. Stroke-associated pneumonia with low PaOFrontiers in neurology · 2025
    Article
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  13. Article
  14. Article
  15. Article
  16. Article
  17. Redefining ARDS: a paradigm shift.Critical care (London, England) · 2023
    Review
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

29 authors at 20 institutions in 4 countries.

Jesús VillarCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.ORCID 0000-0001-5687-3562
Cristina FernándezResearch Unit, Hospital Universitario Dr. Negrín, 35019 Las Palmas de Gran Canaria, Spain.
Jesús M González-MartínCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.ORCID 0000-0001-6816-4157
Carlos FerrandoCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.
José M AñónCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.
Ana M Del Saz-OrtízIntensive Care Unit, Hospital Universitario Virgen de Arrixaca, 30120 Murcia, Spain.ORCID 0000-0002-7311-9809
Ana Díaz-LamasIntensive Care Unit, Hospital Universitario de A Coruña, 15006 La Coruña, Spain.
Ana Bueno-GonzálezIntensive Care Unit, Hospital General Universitario de Ciudad Real, 13005 Ciudad Real, Spain.
Lorena FernándezIntensive Care Unit, Hospital Universitario Río Hortega, 47012 Valladolid, Spain.
Ana M Domínguez-BerrotIntensive Care Unit, Complejo Asistencial Universitario de León, 24001 León, Spain.
Eduardo PeinadoIntensive Care Unit, Hospital Universitario NS de Candelaria, 38010 Santa Cruz de Tenerife, Spain.
David Andaluz-OjedaIntensive Care Unit, Hospital Clínico Universitario, 47003 Valladolid, Spain.ORCID 0000-0001-8167-0871
Elena González-HiguerasIntensive Care Unit, Hospital Universitario Virgen de La Luz, 16002 Cuenca, Spain.
Anxela VidalIntensive Care Unit, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain.ORCID 0000-0002-2879-8152
M Mar FernándezIntensive Care Unit, Hospital Universitario Mutua Terrassa, Terrassa, 08221 Barcelona, Spain.
Juan M Mora-OrdoñezIntensive Care Unit, Hospital Universitario Regional Carlos Haya, 29010 Málaga, Spain.
Isabel MurciaIntensive Care Unit, Complejo Hospitalario Universitario de Albacete, 02006 Albacete, Spain.
Concepción TarancónIntensive Care Unit, Complejo Público Hospitalario de Zamora, 49022 Zamora, Spain.
Eleuterio MerayoIntensive Care Unit, Hospital El Bierzo, Ponferrada, 24404 León, Spain.
Alba PérezDepartment of Anesthesia, Hospital Universitario Río Hortega, 47012 Valladolid, Spain.
Miguel A RomeraIntensive Care Unit, Hospital Universitario Puerta de Hierro, Majadahonda, 28222 Madrid, Spain.
Francisco AlbaIntensive Care Unit, Hospital General N.S. del Prado, 45600 Talavera de la Reina, Spain.
David PestañaDepartment of Anesthesia, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain.ORCID 0000-0003-2587-9923
Pedro Rodríguez-SuárezCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.
Rosa L FernándezCIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, 28029 Madrid, Spain.
Ewout W SteyerbergDepartment of Biomedical Data Sciences, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands.
Lorenzo BerraDepartment of Anesthesia, Critical Care & Pain Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.ORCID 0000-0003-2702-2093
Arthur S SlutskyLi Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON M5B 1W8, Canada.
The Spanish Initiative For Epidemiology Stratification And Therapies Of Ards Siesta Network
Instituto de Salud Carlos III · ESHospital Universitario Río Hortega · ESSt. Michael's Hospital · CAComplejo Asistencial Universitario de Palencia · ESComplejo Hospitalario Universitario de Albacete · ESComplexo Hospitalario Universitario A Coruña · ESHospital Clínico Universitario de Valladolid · ESHospital El Bierzo · ESHospital General Nuestra Señora del Prado · ESHospital General Universitario de Ciudad Real · ESHospital Regional Universitario de Málaga · ESHospital Universitario de Gran Canaria Doctor Negrín · ESHospital Universitario Fundación Jiménez Díaz · ESHospital Universitario La Paz · ESHospital Universitario Nuestra Señora de Candelaria · ESHospital Universitario Puerta de Hierro Majadahonda · ESHospital Universitario Ramón y Cajal · ESHospital Universitario Virgen de la Arrixaca · ESHospital Virgen de la Concha · ESHospital Virgen de la Luz · ES

Funding

Hemolysis and Nitric OxideK23HL128882 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BERRA, LORENZO · 2017 to 2021
$1.0M
NHLBI NIH HHS K23 HL128882
6 · The paper itself

Abstract

Introduction: In patients with acute respiratory distress syndrome (ARDS), the PaO2/FiO2 ratio at the time of ARDS diagnosis is weakly associated with mortality. We hypothesized that setting a PaO2/FiO2 threshold in 150 mm Hg at 24 h from moderate/severe ARDS diagnosis would improve predictions of death in the intensive care unit (ICU). Methods: We conducted an ancillary study in 1303 patients with moderate to severe ARDS managed with lung-protective ventilation enrolled consecutively in four prospective multicenter cohorts in a network of ICUs. The first three cohorts were pooled (n = 1000) as a testing cohort; the fourth cohort (n = 303) served as a confirmatory cohort. Based on the thresholds for PaO2/FiO2 (150 mm Hg) and positive end-expiratory pressure (PEEP) (10 cm H2O), the patients were classified into four possible subsets at baseline and at 24 h using a standardized PEEP-FiO2 approach: (I) PaO2/FiO2 ≥ 150 at PEEP < 10, (II) PaO2/FiO2 ≥ 150 at PEEP ≥ 10, (III) PaO2/FiO2 < 150 at PEEP < 10, and (IV) PaO2/FiO2 < 150 at PEEP ≥ 10. Primary outcome was death in the ICU. Results: ICU mortalities were similar in the testing and confirmatory cohorts (375/1000, 37.5% vs. 112/303, 37.0%, respectively). At baseline, most patients from the testing cohort (n = 792/1000, 79.2%) had a PaO2/FiO2 < 150, with similar mortality among the four subsets (p = 0.23). When assessed at 24 h, ICU mortality increased with an advance in the subset: 17.9%, 22.8%, 40.0%, and 49.3% (p < 0.0001). The findings were replicated in the confirmatory cohort (p < 0.0001). However, independent of the PEEP levels, patients with PaO2/FiO2 < 150 at 24 h followed a distinct 30-day ICU survival compared with patients with PaO2/FiO2 ≥ 150 (hazard ratio 2.8, 95% CI 2.2−3.5, p < 0.0001). Conclusions: Subsets based on PaO2/FiO2 thresholds of 150 mm Hg assessed after 24 h of moderate/severe ARDS diagnosis are clinically relevant for establishing prognosis, and are helpful for selecting adjunctive therapies for hypoxemia and for enrolling patients into therapeutic trials.

Indexed as

ARDS criterialung-protective ventilationmortalityoutcomepredictionstratification

Identifiers

PMID36233592
PMCPMC9570540
OpenAlexW4297541001

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Registered trials

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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.