Evidence map›Paper›PMID 41658332›Full record

ArticleBiomarker insights2026

Galectin-3 Is Independently Associated With Short-Term Mortality and Identifies Low-Risk Patients With Acute Dyspnea in the Emergency Department: A Retrospective Cohort Study.

Ahmad Zwawi, Ardavan M Khoshnood, Ulf Ekelund, Torgny Wessman

Abstract read
In one paragraph

Article in Biomarker insights, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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. 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

4 authors.

Ahmad ZwawiDepartment of Biomedicine, Lund University, Sweden.ORCID https://orcid.org/0009-0008-3608-3350
Ardavan M KhoshnoodDepartment of Emergency Medicine, Skåne University Hospital, Malmö, Sweden.ORCID https://orcid.org/0000-0002-3142-4119
Ulf EkelundDepartment of Emergency Medicine, Skåne University Hospital, Malmö, Sweden.
Torgny WessmanDepartment of Emergency Medicine, Skåne University Hospital, Malmö, Sweden.ORCID https://orcid.org/0000-0002-7314-2240

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Dyspnea is a common and diagnostically challenging symptom in the emergency department (ED), particularly among older adults with multimorbidity. Traditional risk stratification tools often perform poorly in this population. Galectin-3 (Gal-3), a biomarker of inflammation and fibrosis, may reflect biological aging and resilience, potentially improving early mortality risk assessment. Objectives: To evaluate the independent association between Gal-3 and 30-day mortality in patients presenting with acute dyspnea; to assess its utility for identifying patients at low risk of short-term mortality; and to determine its incremental value in improving prediction of 30-day mortality when added to clinical risk models. Design: Retrospective observational study based on the Acute Dyspnea Study (ADYS). Methods: The study included 763 adult ED patients with acute dyspnea. Gal-3 was measured as NPX (Normalized Protein Expression) values using the Olink proximity extension assay, and NT-proBNP was measured using standard laboratory methods. The primary outcome was 30-day all-cause mortality. Multivariable logistic regression and Cox regression analyses were performed, with internal validation by bootstrap resampling. Predictive performance was evaluated using ROC curves, AUC, and the Youden index, and incremental value was assessed by AUC comparison and net reclassification improvement (NRI). Results: Among the 763 patients, 49 (6.4%) died within 30 days. Gal-3 NPX was independently associated with 30-day mortality (OR 1.97; 95% CI: 1.16-3.36; p = 0.013). Although Gal-3 NPX alone demonstrated moderate discrimination (AUC 0.69), relatively low Gal-3 NPX levels within the cohort effectively ruled out short-term mortality, with a negative predictive value of 96%. Adding Gal-3 NPX to the clinical model modestly improved predictive performance (AUC increased from 0.803 to 0.819; NRI 0.028), primarily by enhancing identification of low-risk patients. Conclusion: Gal-3 NPX was independently associated with 30-day mortality in patients with acute dyspnea. Although its addition yielded only a modest, non-significant improvement in overall risk prediction, Gal-3 may be useful for ruling out short-term mortality, supporting its potential role as a negative prognostic marker in the ED setting.

Indexed as

30-day mortalityacute dyspneaemergency departmentgalectin-3risk stratification

Identifiers

PMID41658332
PMCPMC12876645

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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.