Evidence map›Paper›PMID 41303536›Full record

SynthesisInternational journal of molecular sciences2025

Exploring the Clinical Utility of Osteoprotegerin in Heart Failure-A Systematic Review and Meta-Analysis.

Gifar Gazi, Gabi Gazi, Robert Cristian Cruciat, Daniel-Corneliu Leucuta, Stefan-Lucian Popa, Abdulrahman Ismaiel

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in International journal of molecular sciences, 2025. 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

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

1 citing paper in PubMed.

  1. 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

6 authors.

Gifar GaziFaculty of Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.
Gabi GaziFaculty of Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.ORCID 0009-0008-2280-1614
Robert Cristian CruciatFaculty of Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.ORCID 0009-0003-7064-7651
Daniel-Corneliu LeucutaDepartment of Medical Informatics and Biostatistics, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania.ORCID 0000-0003-4218-8622
Stefan-Lucian Popa2nd Department of Internal Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.ORCID 0000-0002-5508-2598
Abdulrahman Ismaiel2nd Department of Internal Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania.ORCID 0000-0001-7435-271X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Osteoprotegerin (OPG) is a glycoprotein involved in bone metabolism and cardiovascular health, with emerging evidence suggesting its role in heart failure (HF). Despite its potential as a biomarker, the association between circulating OPG levels and HF severity remains unclear. This systematic review and meta-analysis aimed to evaluate OPG levels in HF patients and their relationship with disease severity according to the New York Heart Association (NYHA) classification. A comprehensive search of PubMed, EMBASE, and Scopus was conducted to identify observational studies assessing OPG levels in HF patients. Studies were included if they reported OPG levels in HF patients and controls, with subgroup analyses according to NYHA classification when available. Risk of bias assessment was performed using the Newcastle-Ottawa Scale (NOS). The principal outcome was the mean difference (MD) in circulating OPG levels between HF patients and controls. Random-effects meta-analysis models were used to pool the data. Thirteen studies with a total of 1387 participants were included in the quantitative and qualitative synthesis. Overall, OPG levels were significantly elevated in HF patients compared to healthy controls (2.490 [95% CI 0.531, 4.449]). Subgroup analysis showed a significant decrease in OPG levels in controls versus NYHA II patients (-1.503 [95% CI -2.402, -0.604]). However, no statistically significant difference was found when comparing OPG levels between the combined NYHA II/III group and controls (-1.019 [95% CI -2.451, 0.412]). OPG levels are significantly elevated in HF patients compared to controls, with a progressive increase in NYHA II patients. However, the lack of significance in the NYHA II/III group highlights the need for further studies with a more comprehensive NYHA classification breakdown.

Indexed as

Heart FailureOsteoprotegerinBiomarkersHumansSeverity of Illness IndexBiomarkersOsteoprotegerinTNFRSF11B protein, humanbiomarkersheart failuremeta-analysisNYHA classificationosteoprotegerin

Identifiers

PMID41303536
PMCPMC12653011

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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.