Evidence map›Paper›PMID 41977265›Full record

ArticleInternational journal of molecular sciences2026

Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Burden and Mortality in a Population-Based Cohort.

Beatriz Martín-Carro, Leticia Nieto-García, Clara Sánchez-Pablo, Alfonso Romero, Candelas Pérez Del Villar, José Carlos Moyano-Maza, José María de Dios, David Cembrero-Fuciños, Estefanía Iglesias-Colino, Paz Muriel and 11 more

Abstract read
In one paragraph

Article in International journal of molecular 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

21 authors.

Beatriz Martín-CarroDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0002-1683-6617
Leticia Nieto-GarcíaDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.
Clara Sánchez-PabloDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.
Alfonso RomeroInstituto de Investigación Biomédica de Salamanca (IBSAL), 37007 Salamanca, Spain.
Candelas Pérez Del VillarDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.
José Carlos Moyano-MazaInstituto de Investigación Biomédica de Salamanca (IBSAL), 37007 Salamanca, Spain.
José María de DiosPeriurbana Norte Primary Care Center, 37184 Salamanca, Spain.
David Cembrero-FuciñosClinical Biochemistry Department, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0002-6658-0883
Estefanía Iglesias-ColinoDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0003-2235-3336
Paz MurielLa Alamedilla Primary Care Centre, 37003 Salamanca, Spain.
Sara CascónRobleda Primary Care Center, 37521 Salamanca, Spain.
Amalia Martín-GallegoDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0009-0004-7743-9342
Baltasara BlázquezMiranda del Castañar Primary Care Centre, 37660 Salamanca, Spain.
Inmaculada SantolinoSanta Marta Primary Care Centre, 37900 Salamanca, Spain.
Lydia González-GonzálezDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0009-0001-4486-3954
María Concepción LedesmaPeñaranda de Bracamonte Primary Care Centre, 37300 Salamanca, Spain.
Javier Maillo-SecoDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0002-8901-2141
Jesús Rodríguez-NietoDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0001-7279-8208
Luis M RincónDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.ORCID 0000-0003-1819-5742
María Isidoro-GarcíaInstituto de Investigación Biomédica de Salamanca (IBSAL), 37007 Salamanca, Spain.
Pedro L SánchezDepartment of Cardiology, University Hospital of Salamanca, 37007 Salamanca, Spain.

Funding

Institute of Health Carlos III, Spanish Ministry of Economy and Competitiveness, and co-funded by the European Union PI14/00695 and PI21/00369Institute of Health Carlos III, Spanish Ministry of Economy and Competitiveness, Obra Social 'la Caixa' and Philips Ibérica Healthcare division, and co-funded by the European Union Spanish Cardiovascular Network (RIC and CIBERCV)SACYL, Junta Castilla y León GRS1030/A/14
6 · The paper itself

Abstract

Growth differentiation factor 15 (GDF15) is a stress-responsive cytokine strongly associated with aging, multimorbidity, and cardiovascular disease. Although prior studies have established its prognostic value in high-risk populations, its role in the general population remains less defined. The aim of this study was to determine if there is an association between plasma GDF15 levels, heart disease and mortality in a representative population-based cohort. We analyzed 1532 participants (mean age 55 years; 54.6% women) with available baseline plasma GDF15 concentrations. Participants were stratified according to an optimal cutoff of 1081 pg/mL, derived from ROC curve analysis for mortality. Associations with prevalent heart disease were assessed using multivariable logistic regression models adjusted for cardiovascular risk factors and NT-proBNP. Mortality was analyzed using Cox proportional hazards models, with model performance evaluated by C-index and time-dependent ROC curves. Individuals with GDF15 > 1081 pg/mL were older and exhibited a more adverse cardiometabolic profile with higher prevalence of comorbidities. Elevated GDF15 was independently associated with ischemic cardiomyopathy (OR 3.34, 95% CI: 1.38-8.11), particularly in men (OR 4.26, 95% CI: 1.40-12.96), but not in women. No independent associations were observed with arrhythmias, valvulopathy, or heart failure after adjustment for NT-proBNP. During a median follow-up of 6.2 years, 51 deaths occurred. Elevated GDF15 independently predicted all-cause mortality (HR 2.47, 95% CI: 1.19-5.13), though the effect was attenuated after adjustment for NT-proBNP. GDF15 improved model discrimination (ΔC-index = +0.01; LRT

Indexed as

BiomarkersCardiovascular DiseasesGrowth Differentiation Factor 15AgedCohort StudiesFemaleHumansMaleMiddle AgedNatriuretic Peptide, BrainPeptide FragmentsPrognosisProportional Hazards ModelsRisk FactorsROC CurveBiomarkersGDF15 protein, humanGrowth Differentiation Factor 15Natriuretic Peptide, BrainPeptide Fragmentspro-brain natriuretic peptide (1-76)cardiovascular diseaseGDF15mortalitymultimorbiditypopulation-based cohort

Identifiers

PMID41977265
PMCPMC13073294

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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.