Evidence map›Paper›PMID 34175182›Full record

Observational studyEuropean journal of internal medicine2021

Standardizing PaO2 for PaCO2 in P/F ratio predicts in-hospital mortality in acute respiratory failure due to Covid-19: A pilot prospective study.

Irene Prediletto, Letizia D'Antoni, Paolo Carbonara, Federico Daniele, Roberto Dongilli, Roberto Flore, Angela Maria Grazia Pacilli, Lara Pisani, Corina Tomsa, María Laura Vega and 3 more

Open access · hybridAbstract readObservational Study
In one paragraph

Observational study in European journal of internal medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
4.5field-weighted citation impact, top 4% 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

34 citing papers in PubMed, 41 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Beyond the PaOAnnals of intensive care · 2026
    Review
  5. Article
  6. Article
  7. Observational
  8. Article
  9. Observational
  10. Use of the PaOJournal of thoracic disease · 2025
    Article
  11. Observational
  12. Observational
  13. Article
  14. Article
  15. Clinical value of CD3American journal of translational research · 2024
    Article
  16. Article
  17. Article
  18. Hemodynamic, Oxygenation and Lymphocyte Parameters Predict COVID-19 Mortality.Pathophysiology : the official journal of the International Society for Pathophysiology · 2023
    Article
  19. Association between PaOInternal and emergency medicine · 2023
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors at 3 institutions in 1 country.

Irene PredilettoIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy.
Letizia D'AntoniDepartment of Public Health and Infectious Disease, Sapienza University of Rome - Italy. Pulmonology, Respiratory and Critical Care Unit, Policlinico Umberto I Hospital - Rome, Italy.
Paolo CarbonaraIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy.
Federico DanieleIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy.
Roberto DongilliDivision of Respiratory Diseases with Intermediate Respiratory Intensive Care Units, Central Hospital of Bolzano, Bolzano, Italy.
Roberto FloreDepartment of Public Health and Infectious Disease, Sapienza University of Rome - Italy. Pulmonology, Respiratory and Critical Care Unit, Policlinico Umberto I Hospital - Rome, Italy.
Angela Maria Grazia PacilliIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy.
Lara PisaniIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy.
Corina TomsaDepartment of Public Health and Infectious Disease, Sapienza University of Rome - Italy. Pulmonology, Respiratory and Critical Care Unit, Policlinico Umberto I Hospital - Rome, Italy.
María Laura VegaIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy.
Vito Marco RanieriIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Anesthesia and Intensive Care Medicine - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Medical and Surgical Sciences, Bologna, Italy.
Stefano NavaIRCCS Azienda Ospedaliero Universitaria di Bologna, University Hospital Sant'Orsola-Malpighi - Respiratory and Critical Care Unit - Bologna, Italy; Alma Mater Studiorum University of Bologna, Department of Clinical, Integrated and Experimental Medicine (DIMES), Bologna, Italy. Electronic address: stefanonava@aosp.bo.it.
Paolo PalangeDepartment of Public Health and Infectious Disease, Sapienza University of Rome - Italy. Pulmonology, Respiratory and Critical Care Unit, Policlinico Umberto I Hospital - Rome, Italy.
IRCCS Azienda Ospedliero-Universitaria di Bologna Policlinico di Sant'Orsola · ITPoliclinico Umberto I · ITOspedale di Bolzano · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionUp to fifteen percent of patients with novel pandemic coronavirus disease (Covid-19) have acute respiratory failure (ARF). Ratio between arterial partial pressure of oxygen (PaO2) and fraction of inspired oxygen (FiO2), P/F, is currently used as a marker of ARF severity in Covid-19. P/F does not reflect the respiratory efforts made by patients to maintain arterial blood oxygenation, such as tachypnea and hyperpnea, leading to hypocapnia. Standard PaO2, the value of PaO2 adjusted for arterial partial pressure of carbon dioxide (PaCO2) of the subject, better reflects the pathophysiology of hypoxemic ARF. We hypothesized that the ratio between standard PaO2 over FiO2 (STP/F) better predicts Covid-19 ARF severity compared to P/F.

methodsAim of this pilot prospectic observational study was to observe differences between STP/F and P/F in predicting outcome failure, defined as need of invasive mechanical ventilation and/or deaths in Covid-19 ARF. Accuracy was calculated using Receiver Operating Characteristics (ROC) analysis and areas under the ROC curve (AUROC) were compared.

results349 consecutive subjects admitted to our respiratory wards due to Covid-19 ARF were enrolled. STP/F was accurate to predict mortality and superior to P/F with, respectively, AUROC 0.710 versus 0.688, p = 0.012.Both STP/F and PF were accurate to predict outcome failure (AUROC respectively of 0.747 and 0.742, p = 0.590). DISCUSSION: This is the first study assessing the role of STP/F in describing severity of ARF in Covid-19. According to results, STP/F is accurate and superior to P/F in predicting in-hospital mortality.

Indexed as

COVID-19Respiratory InsufficiencyHospital MortalityHumansOxygenProspective StudiesSARS-CoV-2OxygenAcute respiratory failureCovid-19HypocapniaPaO2/FiO2PrognosisStandard PaO2

Identifiers

PMID34175182
PMCPMC8222796
OpenAlexW3175097333

What OpenQuestion holds

Textmetadata
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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.