Evidence map›Paper›PMID 42326787›Full record

ArticlemedRxiv : the preprint server for health sciences2026

A Clinical Predictor of Lung Molecular Endotype Identifies Heterogeneity in Corticosteroid Response in Severe COVID-19: an Emulated Target Trial.

Benjamin J Sines, Robert S Hagan, Xi Jiang, Ella Pavlechko, Scott McClain, Xin Hunt, Julia Florou-Moreno, Jake Acquadro, Gabriel Risa, Varunraj Valsaraj and 2 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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

12 authors.

Benjamin J SinesDivision of Pulmonary Critical Care Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0001-5606-0238
Robert S HaganDivision of Pulmonary Critical Care Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Xi JiangSAS Institute Inc, Cary, NC, United States.
Ella PavlechkoSAS Institute Inc, Cary, NC, United States.
Scott McClainSAS Institute Inc, Cary, NC, United States.
Xin HuntSAS Institute Inc, Cary, NC, United States.
Julia Florou-MorenoSAS Institute Inc, Cary, NC, United States.
Jake AcquadroSAS Institute Inc, Cary, NC, United States.
Gabriel RisaSAS Institute Inc, Cary, NC, United States.
Varunraj ValsarajSAS Institute Inc, Cary, NC, United States.
Jonathan C SchislerMcAllister Heart Institute and the Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Matthew C WolfgangMarsico Lung Institute and Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Funding

TRAINING IN RESPIRATORY AND ENVIRONMENTAL MEDICINET32HL007106 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BOUCHER, RICHARD CHARLES, DOERSCHUK, CLAIRE M · 1985 to 2021
$7.3M
NHLBI NIH HHS T32 HL007106
6 · The paper itself

Abstract

Background: Corticosteroids reduce mortality in severe COVID-19 requiring oxygen or invasive mechanical ventilation, yet emerging data suggest that SARS-CoV-2-associated acute lung injury is biologically heterogeneous and that treatment response may vary across molecularly defined disease states. Lung-derived molecular endotypes of severe COVID-19-associated acute lung injury have been described, but direct molecular profiling is not routinely available at the bedside. We evaluated whether a clinical predictor of previously defined lung molecular endotype identifies heterogeneity in corticosteroid treatment effect among mechanically ventilated patients with COVID-19. Methods: We utilized a single-center cohort of 5,000 patients with COVID-19 treated at the University of North Carolina Hospital between January 1, 2020, and December 31, 2022, to emulate a target trial assessing the effect of corticosteroid receipt on mortality, length of stay, and incident organ support. Confounding was addressed through inverse probability of treatment weighting (IPTW). Outcomes for severely ill patients requiring mechanical ventilation were compared to the RECOVERY trial results, with subsequent moderation analysis and stratified analysis by clinically predicted lung molecular endotype and vaccination status. The primary outcome was 28-day mortality. Secondary Outcomes were time to discharge alive and progression to additional organ support. Results: This emulated target trial showed a directionally favorable but non-statistically significant association between corticosteroid treatment and reduced 28-day mortality in patients requiring mechanical ventilation for SARS-CoV-2 infection. A clinical predictor of lung molecular endotype moderated the effect of corticosteroids on 28-day mortality (p-value for interaction 0.038) and identified distinct predicted endotype-specific treatment effect. Corticosteroid treatment was associated with lower 28-day mortality in the predicted Hyper-Inflammatory endotype (OR 0.62, 95% CI 0.39, 0.99) but not in the predicted Metabolic Dysregulation endotype (OR 1.15, 95% CI 0.82, 1.61). We did not detect significant effect modification by vaccination status (p-value for interaction 0.65), although inference was limited by the small, vaccinated subgroup (28-mortality OR 0.78, 95% CI 0.37, 1.65 in vaccinated vs 0.94, 95% CI 0.70, 1.26 in unvaccinated). Conclusions: In this target trial emulation of mechanically ventilated patients with severe COVID-19, corticosteroid treatment showed a directionally favorable but non-statistically significant association with reduced 28-day mortality in the overall cohort. However, a clinical predictor of lung molecular endotype identified significant heterogeneity in treatment effect, with benefit concentrated in the predicted Hyper-Inflammatory endotype and no apparent benefit in the predicted Metabolic Dysregulation endotype. These findings support prospective validation of clinically deployable endotype-guided corticosteroid treatment strategies in acute lung injury and ARDS.

Indexed as

ARDSCorticosteroidsCOVID-19Critical CareEndotypeHeterogeneity of treatment effectSARS-CoV-2Target Trial Emulation

Identifiers

PMID42326787
PMCPMC13278287

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.