Evidence map›Paper›PMID 41590509›Full record

ReviewJournal of personalized medicine2026

Growth Differentiation Factor-15 as an Emerging Biomarker in Cardiology: Diagnostic and Prognostic Implications.

Carla Lombardi, Martina Marandola, Valentina Loria, Andrea Urbani, Silvia Baroni

Abstract readReview
In one paragraph

Review in Journal of personalized medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

5 authors.

Carla LombardiUnit of Chemistry, Biochemistry and Molecular Biology, "A. Gemelli" Hospital Foundation IRCCS, Largo A. Gemelli, 8, 00168 Rome, Italy.ORCID 0009-0008-8031-5884
Martina MarandolaDepartment of Basic Biotechnological Sciences, Intensive Care and Perioperative Clinics, Catholic University of Sacred Heart, Largo F. Vito, 1, 00168 Rome, Italy.ORCID 0009-0009-1428-8985
Valentina LoriaDepartment of Emergency, Anesthesiological and Reanimation Sciences, "A. Gemelli" Hospital Foundation IRCCS, Largo A. Gemelli, 8, 00168 Rome, Italy.ORCID 0000-0001-9591-4830
Andrea UrbaniUnit of Chemistry, Biochemistry and Molecular Biology, "A. Gemelli" Hospital Foundation IRCCS, Largo A. Gemelli, 8, 00168 Rome, Italy.ORCID 0000-0001-9168-3174
Silvia BaroniUnit of Chemistry, Biochemistry and Molecular Biology, "A. Gemelli" Hospital Foundation IRCCS, Largo A. Gemelli, 8, 00168 Rome, Italy.ORCID 0009-0009-8528-7533

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Growth Differentiation Factor-15 (GDF-15) is a stress-responsive cytokine belonging to the Transforming Growth Factor-beta (TGF-β) superfamily. Initially identified as macrophage inhibitory cytokine-1 (MIC-1), GDF-15 is expressed in various tissues and markedly upregulated under pathological conditions involving inflammation, oxidative stress, and tissue injury. Notably, GDF-15 upregulation has been associated with several cardiovascular events, such as heart failure, atrial fibrillation, atherosclerosis, coronary artery disease, and stroke. Furthermore, it has been observed that GDF-15, either alone or in combination with other cardiac biomarkers, can provide valuable complementary information enhancing risk assessment, early detection of cardiovascular events, and prediction of adverse outcomes. GDF-15 can be measured in various body fluids, using different methods. Immunoassays are widely employed and offer good sensitivity and reproducibility; however, variability between methods and potential interference from genetic variants highlight the need for standardization. This review summarizes current insights into GDF-15, with emphasis on its quantification methods, biological functions in cardiovascular diseases, and its emerging role as a diagnostic and prognostic biomarker.

Indexed as

biomarkercardiovascular diseaseGDF-15heart failurerisk stratification

Identifiers

PMID41590509
PMCPMC12843272

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.