Evidence map›Paper›PMID 40380334›Full record

ArticleThrombosis journal2025

Association of initial national early warning score with clinical deterioration in pulmonary embolism.

Anthony J Weekes, Fernanda Calienescerpa, Kelly L Goonan, Alexa L Polzella, Melanie M Hogg, Dalton Cox, Sean Flannigan, Emma Cruz, Halie A O'Neill, Nathaniel S O'Connell and 1 more

Abstract read
In one paragraph

Article in Thrombosis journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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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

1 citing paper in PubMed.

  1. Article
4 · The record

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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

11 authors.

Anthony J WeekesDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA. anthony.weekes@atriumhealth.org.
Fernanda CalienescerpaDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Kelly L GoonanDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Alexa L PolzellaDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Melanie M HoggDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Dalton CoxDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Sean FlanniganDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Emma CruzDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Halie A O'NeillDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.
Nathaniel S O'ConnellDepartment of Biostatistics and Data Science, Wake Forest School of Medicine, Winston- Salem, North Carolina, USA.
Daniel R TrohaDepartment of Emergency Medicine, Atrium Health's Carolinas Medical Center, Charlotte, NC, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe National Early Warning Score (NEWS2) predicts clinical deterioration in hospitalized patients. Its role in pulmonary embolism (PE) risk stratification remains underexplored. This study assessed the association of initial NEWS2 with clinical deterioration and advanced interventions during hospitalization.

methodsWe retrospectively analyzed a PE response team (PERT) registry of adults with submassive and massive PE from 11 emergency departments (2016-2024). Initial NEWS2 was calculated for each registry patient. The primary outcome was in-hospital PE-related clinical deterioration (death, cardiac arrest, vasoactive medications for hypotension, or emergent respiratory interventions). The secondary outcome was advanced intervention use. We calculated odds ratios (OR) for different NEWS2 cut-offs. We used multivariable analysis to assess the association of NEWS2 and study outcomes, and decision curve analysis to determine net benefit of clinical deterioration.

resultsAmong 2119 patients (mean age 62.2 [16.8], 51.2% female, 168 [7.9%] with massive PE, and 1951 [92.1%] with submassive PE), 309 patients (14.6%) experienced clinical deterioration and 488 (23.0%) required advanced interventions. Mean NEWS2 was higher in patients with vs. without clinical deterioration (6.0 ± 3.3 vs. 3.0 ± 2.4; p < 0.001) and in those with vs. without advanced interventions (4.8 ± 3.1 vs. 3.0 ± 2.5; p < 0.001). NEWS2 cut-off of ≥ 3 identified patients at risk of clinical deterioration: sensitivity 87% (82-90%), OR 6.1 (95% CI: 4.3-8.5), and negative predictive value (NPV) 96% (94-97%). NEWS2 cut-off ≥ 4 had specificity of 62% (60-65%), OR of 5.1 (95% CI: 3.9-6.7), and NPV of 94% (92-95%). As a continuous variable, NEWS2 had an OR of 1.2 (95% CI: 1.1-1.3). NEWS2 cut-offs from 3 to 5 showed an improved net benefit (0.08, 0.16, and 0.34) compared with treating all patients as high risk for clinical deterioration.

conclusionPatients with PE and initial NEWS2 scores ≥ 3 had a four-fold to eight-fold higher odds of clinical deterioration than those with NEWS2 < 3. NEWS2 is useful for predicting clinical deterioration and guiding intervention strategies in PE.

Indexed as

Adverse eventsClinical deteriorationEarly warning scoresInterventionMortalityNational early warning scoreOutcomesPulmonary embolismRisk stratification

Identifiers

PMID40380334
PMCPMC12083166

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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.