Evidence mapPaperPMID 41002637Full record

ReviewJournal of cardiovascular development and disease2025

Circulating Biomarkers in Failing Fontan Circulation: Current Evidence and Future Directions.

Cecilia Vecoli, Lamia Ait-Alì, Simona Storti, Ilenia Foffa

Abstract readReview
In one paragraph

Review in Journal of cardiovascular development and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

4 authors.

Cecilia VecoliCNR Institute of Clinical Physiology, 54100 Massa, Italy.ORCID 0000-0002-5921-3604
Lamia Ait-AlìCNR Institute of Clinical Physiology, 54100 Massa, Italy.
Simona StortiFondazione Toscana Gabriele Monasterio, 54100 Massa, Italy.ORCID 0000-0001-5133-3428
Ilenia FoffaCNR Institute of Clinical Physiology, 54100 Massa, Italy.ORCID 0000-0002-4604-0871

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Patients with Fontan circulation are at lifelong risk for a range of complications involving multiple organ systems. As survival into adulthood increases, there is an urgent need to refine strategies for long-term follow-up and the early detection of Fontan-related sequelae. This narrative review aims to provide a comprehensive summary of the current evidence regarding the use of circulating blood biomarkers as non-invasive tools for assessing and monitoring Fontan physiology. We critically analyzed available studies investigating serum biomarkers related to key pathological mechanisms associated with Fontan failure, encompassing not only cardiac dysfunction but also systemic inflammation, endothelial dysfunction, hepatic and renal impairment, and altered bone metabolism. Several biomarkers have shown promise in reflecting global systemic impairments as well as end-organ involvement in Fontan patients. However, current data are insufficient to support evidence-based clinical recommendations for standardized specific biomarkers, mainly due to the small sample sizes, heterogeneous patient populations, and limited longitudinal data in the available studies. Only a large-scale, prospective, multi-center, and multidisciplinary research will permit us to identify a panel of specific biomarkers of clinical utility in this population. Artificial intelligence (AI) and machine learning (ML) approaches could be applied to integrate all these heterogeneous datasets. Furthermore, "omics"-based studies, including proteomics, metabolomics, lipidomics, and microRNA profiling, hold great potential for uncovering novel biomarkers and pathophysiological pathways, ultimately paving the way for precision medicine in the management of Fontan patients.

Indexed as

artificial intelligencecirculating biomarkersFontan circulationmachine learning-omics approaches

Identifiers

PMID41002637
PMCPMC12471181

What Socratic holds

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Registered trials

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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 Socratic graph.