Evidence mapPaperPMID 41180477Full record

SynthesisPeerJ2025

Diagnostic and prognostic implications of growth differentiation factor 15 in heart failure with preserved ejection fraction: a systematic review and meta-analysis.

Iwan Dakota, Matthew Aldo Wijayanto, Annisa Salsabilla Dwi Nugrahani, Angela Felicia Sunjaya, Shela Rachmayanti, Enny Yuliana Indah, Natasya Naomi, Wilbert Huang, Christopher Daniel Tristan, Mira Fauziah and 2 more

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in PeerJ, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 2 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

5 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. Article
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.

Iwan DakotaNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Matthew Aldo WijayantoNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.ORCID 0000-0001-8601-8209
Annisa Salsabilla Dwi NugrahaniMedical Program, Faculty of Medicine, Universitas Airlangga, Surabaya, East Java, Indonesia.ORCID 0000-0002-5450-4568
Angela Felicia SunjayaNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Shela RachmayantiNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.ORCID 0000-0003-3799-8102
Enny Yuliana IndahNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Natasya NaomiNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Wilbert HuangNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Christopher Daniel TristanFaculty of Medicine, Universitas Sebelas Maret, Surakarta, Central Java, Indonesia.ORCID 0009-0009-4105-8739
Mira FauziahNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.
Hary Sakti MuliawanDepartment of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, Depok, West Java, Indonesia.
Bambang Budi SiswantoNational Cardiovascular Center Harapan Kita, West Jakarta, Jakarta, Indonesia.ORCID 0000-0003-3998-1590

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Growth differentiation factor-15 (GDF-15), an emerging biomarker associated with chronic inflammation and oxidative stress, shows potential diagnostic and prognostic significance for heart failure with preserved ejection fraction (HFpEF). This study aimed to assess the diagnostic and prognostic value of GDF-15 in HFpEF. Methods: Three databases (PubMed, Scopus, and ScienceDirect) were used to search for relevant literature published before August 6, 2024. Quality assessment was conducted using the Newcastle-Ottawa scale and its adaptation for cross-sectional studies. Statistical analysis was performed using RStudio version 4.4.1. All meta-analyses employed a random-effects model. Sensitivity analysis was conducted using the leave-one-out technique to evaluate the influence of individual studies on pooled estimates. This study protocol was registered in PROSPERO (CRD42024569609). Results: A total of 5,696 HFpEF patients were identified from 28,193 individuals across 12 observational studies. GDF-15 levels were consistently elevated in HFpEF patients, with a pooled mean difference (MD) of 647.60 pg/mL (95% CI [148.43-1,146.77]; Conclusion: GDF-15 demonstrates significant diagnostic and prognostic potential for HFpEF. Elevated GDF-15 levels are associated with increased risk of all-cause mortality and heart failure hospitalisation.

Indexed as

Growth Differentiation Factor 15Heart FailureStroke VolumeBiomarkersHumansPrognosisBiomarkersGDF15 protein, humanGrowth Differentiation Factor 15BiomarkerGrowth differentiation factor-15Heart failure with preserved ejection fractionMeta-analysisSystematic review

Identifiers

PMID41180477
PMCPMC12577569

What Socratic holds

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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 Socratic graph.