Evidence map›Paper›PMID 34989084›Full record

ArticleEuropean journal of heart failure2022

Pathophysiological pathways related to high plasma growth differentiation factor 15 concentrations in patients with heart failure.

Daan Ceelen, Adriaan A Voors, Jasper Tromp, Dirk J van Veldhuisen, Kenneth Dickstein, Rudolf A de Boer, Chim C Lang, Stefan D Anker, Leong L Ng, Marco Metra and 2 more

Open access · hybridAbstract read
In one paragraph

Article in European journal of heart failure, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
2.7field-weighted citation impact, top 10% of its field
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

11 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Review
  4. Article
  5. Article
  6. 2024 update in heart failure.ESC heart failure · 2025
    Review
  7. Article
  8. Article
  9. Article
  10. Article
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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 at 8 institutions in 7 countries.

Daan CeelenDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Adriaan A VoorsDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Jasper TrompDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Dirk J van VeldhuisenDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Kenneth DicksteinUniversity of Bergen, Bergen, Norway.
Rudolf A de BoerDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Chim C LangSchool of Medicine Centre for Cardiovascular and Lung Biology, Division of Medical Sciences, University of Dundee, Ninewells Hospital & Medical School, Dundee, UK.
Stefan D AnkerDepartment of Cardiology (CVK); and Berlin Institute of Health Center for Regenerative Therapies (BCRT); German Centre for Cardiovascular Research (DZHK) partner site Berlin; Charité Universitätsmedizin Berlin, Berlin, Germany.
Leong L NgDepartment of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, and NIHR Leicester Biomedical Research Centre, Leicester, UK.
Marco MetraInstitute of Cardiology, ASST Spedali Civili di Brescia and Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Brescia, Italy.
Piotr PonikowskiDepartment of Heart Diseases, Wrocław Medical University, Wroclaw, Poland.
Sylwia M FigarskaDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
University Medical Center Groningen · NLUniversity of Groningen · NLBerlin-Brandenburger Centrum für Regenerative Therapien · DEGlenfield Hospital · GBNinewells Hospital · GBStavanger University Hospital · NOUniversity of Brescia · ITWroclaw Medical University · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsElevated concentrations of growth differentiation factor 15 (GDF-15) in patients with heart failure (HF) have been consistently associated with worse clinical outcomes, but what disease mechanisms high GDF-15 concentrations represent remains unclear. Here, we aim to identify activated pathophysiological pathways related to elevated GDF-15 expression in patients with HF. METHODS AND

resultsIn 2279 patients with HF, we measured circulating levels of 363 biomarkers. Then, we performed a pathway over-representation analysis to identify key biological pathways between patients in the highest and lowest GDF-15 concentration quartiles. Data were validated in an independent cohort of 1705 patients with HF. In both cohorts, the strongest up-regulated biomarkers in those with high GDF-15 were fibroblast growth factor 23 (FGF-23), death receptor 5 (TRAIL-R2), WNT1-inducible signalling pathway protein 1 (WISP-1), tumour necrosis factor receptor superfamily member 11a (TNFRSF11A), leucocyte immunoglobulin-like receptor subfamily B member 4 (LILRB4), and trefoil factor 3 (TFF3). Pathway over-representation analysis revealed that high GDF-15 patients had increased activity of pathways related to inflammatory processes, notably positive regulation of chemokine production; response to interleukin-6; tumour necrosis factor and death receptor activity; and positive regulation of T-cell differentiation and inflammatory response. Furthermore, we found pathways involved in regulation of insulin-like growth factor (IGF) receptor signalling and regulatory pathways of tissue, bones, and branching structures. GDF-15 quartiles significantly predicted all-cause mortality and HF hospitalization.

conclusionPatients with HF and high plasma concentrations of GDF-15 are characterized by increased activation of inflammatory pathways and pathways related to IGF-1 regulation and bone/tissue remodelling.

Indexed as

Growth Differentiation Factor 15Heart FailureBiomarkersCohort StudiesHumansPrognosisBiomarkersGDF15 protein, humanGrowth Differentiation Factor 15BiomarkersGrowth differentiation factor 15Heart failurePathway analysis

Identifiers

PMID34989084
PMCPMC9302623
OpenAlexW4206067146

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.