Evidence map›Paper›PMID 42780834›Full record

ReviewCureus2026

Epigenetic Signatures as Predictors of Fracture Non-union: A Systematic Review.

Joseph Salem-Hernández, Emmanuel Belardo, Peter A Santiago-Gadea, Camilla A Pérez-Vicente, Norman Ramírez

Abstract readReview
In one paragraph

Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Joseph Salem-HernándezDepartment of Orthopaedic Surgery, Ponce Health Sciences University, Ponce, PRI.
Emmanuel BelardoDepartment of Orthopaedic Surgery, Ponce Health Sciences University, Ponce, PRI.
Peter A Santiago-GadeaSchool of Medicine, Central University of the Caribbean, Bayamon, PRI.
Camilla A Pérez-VicenteSchool of Medicine, Central University of the Caribbean, Bayamon, PRI.
Norman RamírezDepartment of Orthopaedic Surgery, Ponce Health Sciences University, Ponce, PRI.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-union is a recognized complication of fracture healing that imposes prolonged disability, pain, and repeated surgical intervention. Clinical prediction currently depends on patient and injury characteristics that discriminate poorly at the level of the individual patient, and a molecular marker capable of identifying high-risk patients early would permit intensified surveillance or biological augmentation while intervention remains feasible. Epigenetic mechanisms, comprising DNA methylation, histone modifications, and non-coding RNAs, regulate skeletal repair and have been proposed for this purpose. This systematic review, reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 and Synthesis Without Meta-analysis (SWiM) guidelines, synthesized evidence published between 2014 and 2025, distinguishing throughout between markers of established non-union and validated predictors of future non-union. A structured search of MEDLINE supplemented by Google Scholar and semantic literature retrieval yielded 460 records, of which 159 unique records were screened, 120 full texts were assessed, and 30 studies met the inclusion criteria. Six studies formed the core evidence base: four primary studies and two systematic reviews. Serum lnc_GABARAPL2 was elevated in 45 patients with long bone non-union relative to 45 matched controls, with an area under the receiver operating characteristic curve (AUC) of 0.922 and an adjusted odds ratio of 11.661 (95% CI, 3.794 to 35.840), acting through sequestration of miR-302a-3p to suppress osteogenic differentiation. Long non-coding RNA ENST00000563492 was downregulated in non-union tissue from 24 patients and promoted osteogenesis and angiogenesis through CDH11 and vascular endothelial growth factor as a competing endogenous RNA for miR-205-5p. Five microRNAs, miR-31a-3p, miR-31a-5p, miR-146a-5p, miR-146b-5p, and miR-223-3p, were upregulated in a rat atrophic non-union model, with peak differential expression at day 14. Systemic inflammation reduced Dnmt3b expression in skeletal progenitors, producing hypomethylation of the Rbpjk promoter and consequent Rbpjk upregulation with impaired differentiation, such that promoter methylation at this locus is protective, and restoration of Dnmt3b rather than demethylation rescued repair. No primary study examined histone modifications or non-canonical non-coding RNA classes in non-union. A single discrimination estimate exists, derived from a case-control design without external validation, in which serum was obtained from patients already undergoing non-union surgery, and no study sampled human material before the outcome was known. Certainty of evidence was low to very low across all marker classes. The literature therefore identifies biologically plausible candidates and one promising circulating marker but does not establish prospective predictive validity; prospective cohorts with early post-injury sampling, standardized outcome definitions, and stratification by fixation strategy are required.

Indexed as

biomarkersbone healingdna methylationepigeneticsfracture non-unionlong non-coding rnamicrornasystematic review

Identifiers

PMID42780834
PMCPMC13598820

What OpenQuestion 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 OpenQuestion graph.