Evidence map›Paper›PMID 42511713›Full record

SynthesisInternational journal of molecular sciences2026

Cell-Free DNA Fragmentation Patterns as Biomarkers for Human Papillomavirus-Related Cancers: A Systematic Review of Methodological Diversity and Diagnostic Performance.

Fernanda Santos, Marta S Silva, Francisco A Caramelo, Magda M Santana, Rui J Nobre, Jorge M P Tomaz, Luís P Almeida, Margarida Figueiredo-Dias

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in International journal of molecular sciences, 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

8 authors.

Fernanda SantosFaculty of Medicine, Gynecology Department, University of Coimbra, 3004-504 Coimbra, Portugal.
Marta S SilvaGene and Stem Cell Therapies for the Brain Group, Center for Neuroscience and Cell Biology (CNC), 3004-504 Coimbra, Portugal.ORCID 0000-0003-0009-3756
Francisco A CarameloLaboratory of Biostatistics and Medical Informatics (LBIM), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal.ORCID 0000-0002-0015-8604
Magda M SantanaGene and Stem Cell Therapies for the Brain Group, Center for Neuroscience and Cell Biology (CNC), 3004-504 Coimbra, Portugal.ORCID 0000-0003-4076-7516
Rui J NobreGene and Stem Cell Therapies for the Brain Group, Center for Neuroscience and Cell Biology (CNC), 3004-504 Coimbra, Portugal.
Jorge M P TomazBlood and Transfusion Medicine Department, ULS-Coimbra Hospital and University Centre of Coimbra, 3004-561 Coimbra, Portugal.
Luís P AlmeidaGene and Stem Cell Therapies for the Brain Group, Center for Neuroscience and Cell Biology (CNC), 3004-504 Coimbra, Portugal.ORCID 0000-0001-5831-3307
Margarida Figueiredo-DiasFaculty of Medicine, Gynecology Department, University of Coimbra, 3004-504 Coimbra, Portugal.ORCID 0000-0001-8396-2667

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Novel blood biomarkers are crucial for HPV-related cancers to overcome the limitations of imaging and biopsies. This review evaluates the diagnostic performance of circulating cell-free DNA (cfDNA) fragmentomic patterns, distinguishing host-genome integrity from specific viral signatures. Following PRISMA guidelines, we searched PubMed, EMBASE, and Web of Science up to February 2026. Methodological quality was assessed via QUADAS-2, and diagnostic performance was synthesized using a random-effects model. From 489 records, six studies (215 patients, 209 controls) met inclusion criteria. Lacking host-derived fragmentomics data, the analysis focused exclusively on the structural size profiles of circulating viral DNA (cfHPV-DNA). Meta-analysis of four cohorts specifically evaluating these viral fragmentation patterns yielded a pooled Diagnostic Odds Ratio (DOR) of 205.73 (95% CI: 44.72-946.38). Specificity was robust (~100%), with high sensitivity (>90%) for macroscopic disease. However, sensitivity decreased in low-tumor-burden cohorts. cfHPV-DNA fragmentation patterns shows promising diagnostic potential for macroscopic HPV-driven malignancies. However, further studies must determine whether fragment sizing truly outperforms binary viral detection and correlates with disease severity. Furthermore, while current assays exploit the analytical simplicity of viral targets, host-derived fragmentomics remains an overlooked compartment that warrants exploration to determine its true clinical value regarding underlying tumor dynamics. Systematic Review Registration: PROSPERO, identifier: CRD420251052768.

Indexed as

Biomarkers, TumorCell-Free Nucleic AcidsDNA FragmentationDNA, ViralHuman Papillomavirus VirusesNeoplasmsPapillomavirus InfectionsUterine Cervical NeoplasmsFemaleHumansSensitivity and SpecificityBiomarkers, TumorCell-Free Nucleic AcidsDNA, Viralcell-free DNAdiagnostic performancefragmentomicsHPV-related cancersTTMV-HPV DNA

Identifiers

PMID42511713
PMCPMC13411076

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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.