Evidence map›Paper›PMID 42517965›Full record

ArticleIntensive care medicine experimental2026

Quantifying diffuse airspace disease on portable chest radiographs in acute respiratory failure using the RALE score.

Vanessa Gipson, Hafiz Qurashi, Pranav Jain, Neha Singh, Kyle Inman, Alicia N Rizzo, Jacob Sinopoli, Taaha Mirza, Rimsha Ali, Nima Naghshtabrizi and 17 more

Abstract read
In one paragraph

Article in Intensive care medicine experimental, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

27 authors.

Vanessa GipsonInternal Medicine Residency Program, University of Pittsburgh, Pittsburgh, PA, USA.
Hafiz QurashiDivision of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Pranav JainDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Neha SinghDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Kyle InmanDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Alicia N RizzoDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Jacob SinopoliInternal Medicine Residency Program, University of Pittsburgh, Pittsburgh, PA, USA.
Taaha MirzaInternal Medicine Residency Program, UPMC Central Pa, Harrisburg, PA, USA.
Rimsha AliInternal Medicine Residency Program, UPMC Central Pa, Harrisburg, PA, USA.
Nima NaghshtabriziDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Hanna BobryshevaInternal Medicine Residency Program, UPMC Central Pa, Harrisburg, PA, USA.
Nanditha VenkatesanInternal Medicine Residency Program, University of Pittsburgh, Pittsburgh, PA, USA.
Konstantin GolubykhInternal Medicine Residency Program, UPMC Central Pa, Harrisburg, PA, USA.
Niall PrendergastDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Angela HendricksGenentech, Inc., South San Francisco, CA, USA.
John-Paul OliveriaGenentech, Inc., South San Francisco, CA, USA.
Joshua GalanterGenentech, Inc., South San Francisco, CA, USA.
Julia CluceruGenentech, Inc., South San Francisco, CA, USA.
Mohammadreza NegahdarGenentech, Inc., South San Francisco, CA, USA.
Caitlin SchaeferDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Melissa SaulDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Robin JoyceComputer Vision Group, Veytel Inc., Pittsburgh, PA, USA.
Kevin MitchellComputer Vision Group, Veytel Inc., Pittsburgh, PA, USA.
Ellen HughesComputer Vision Group, Veytel Inc., Pittsburgh, PA, USA.
Bryan J McVerryVA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
Seyed Mehdi NouraieDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA.
Georgios D KitsiosDivision of Pulmonary, Critical Care, and Sleep Medicine, University of Pittsburgh Medical Center, UPMC Montefiore Hospital, 3459 Fifth Avenue, AllergyPittsburgh, PA, NW62815213, USA. kitsiosg@upmc.edu.ORCID http://orcid.org/0000-0002-1018-948X

Funding

Genentech HHSO100201800036C
6 · The paper itself

Abstract

backgroundPortable chest radiographs (CXRs) obtained at presentation of acute respiratory failure (ARF) are interpreted qualitatively to assess airspace disease (ASD) and identify features consistent with acute respiratory distress syndrome (ARDS). The Radiographic Assessment of Lung Edema (RALE) score offers a semiquantitative measure of radiographic ASD, and has demonstrated prognostic value in ARDS, but its ability to quantify radiographic ASD burden across the full spectrum of ARF presentations remains uncertain.

methodsWe analyzed 4,259 portable CXRs from 814 critically ill adults with expert‑adjudicated ARF subtypes, including ARDS, at‑risk for ARDS, cardiogenic pulmonary edema, acute exacerbation of interstitial lung disease (AE‑ILD), acute‑on‑chronic hypercapnic respiratory failure, and airway‑protection intubations. Trained clinicians, blinded to clinical data, assigned RALE scores. Analyses addressed (1) whether RALE distinguishes CXRs without ASD (airway‑protection intubations and acute-on-chronic hypercapnic respiratory failure) from those with any ASD, and (2) among CXRs with ASD, whether RALE quantifies diffuse bilateral opacification, distinguishing extensive from limited parenchymal involvement. Discrimination was evaluated using receiver operating characteristic curves, with sensitivity analyses assessing the influence of image‑quality features.

resultsRALE scores increased stepwise from ASD absent to ASD limited to ASD diffuse, discriminated CXRs with any ASD from those without (area under the curve [AUC] 0.81, 95% confidence interval [CI] 0.77-0.85; rule‑out threshold RALE ≥ 7 yielded 96% sensitivity) and quantified diffuse bilateral opacification among ASD-positive CXRs with moderate accuracy (AUC 0.79, 95% CI 0.75-0.82). RALE distributions overlapped substantially across ARDS, cardiogenic pulmonary edema, and AE‑ILD, reflecting shared radiographic appearances rather than etiologic specificity. Suboptimal penetration inflated RALE scores and markedly reduced discrimination (AUC 0.59 vs 0.83 with adequate penetration).

conclusionsRALE quantifies radiographic ASD burden across the full spectrum of ARF at intubation - discriminating ASD-absent from ASD-present CXRs and stratifying the extent of parenchymal involvement among those with ASD. However, it did not distinguish between clinical syndromes that share similar diffuse radiographic presentations, highlighting the need to interpret RALE within the broader clinical context and ensure adequate image quality for accurate scoring. These findings reflect RALE's nature as a radiographic burden metric rather than a diagnostic classifier.

Indexed as

Acute respiratory distress syndromeAcute respiratory failureAirspace diseaseChest X-rayRALE score

Identifiers

PMID42517965
PMCPMC13415720

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