Evidence map›Paper›PMID 42449844›Full record

ReviewDiagnostics (Basel, Switzerland)2026

Circulating Tumor DNA in Neurofibromatosis Type 1: Translating Molecular Discovery into Clinical Surveillance.

Joanne Vanessa Vargas, Valeria Tosello, Giulia Pigato, Stefano Indraccolo, Federica Chiara

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 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.

Joanne Vanessa VargasDepartment of Surgery, Oncology and Gastroenterology, University of Padova, 35121 Padua, Italy.
Valeria ToselloBasic and Translational Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35121 Padua, Italy.
Giulia PigatoBasic and Translational Oncology Unit, Veneto Institute of Oncology IOV-IRCCS, 35121 Padua, Italy.ORCID 0009-0008-2397-9852
Stefano IndraccoloDepartment of Surgery, Oncology and Gastroenterology, University of Padova, 35121 Padua, Italy.ORCID 0000-0002-4810-7136
Federica ChiaraDepartment of Surgery, Oncology and Gastroenterology, University of Padova, 35121 Padua, Italy.ORCID 0000-0003-2396-3080

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neurofibromatosis type 1 (NF1) is a genetic tumor predisposition syndrome characterized by a substantial risk of developing peripheral nerve sheath tumors, including malignant peripheral nerve sheath tumors (MPNSTs), which occur in 8-13% of patients. Approximately 50% arise from plexiform neurofibromas (PNs) and 40% develop de novo, making them a major cause of premature mortality. Current clinical management is limited by the intrinsic shortcomings of standard imaging modalities: magnetic resonance imaging (MRI) and positron emission tomography/computed tomography (PET/CT), and tissue biopsy in distinguishing benign PNs from early malignant transformation, which remains a major clinical challenge. This progression follows a stepwise molecular continuum marked by cumulative genetic alterations and widespread epigenetic dysregulation. In this setting, liquid biopsy has emerged as a promising non-invasive approach to help fill these diagnostic gaps by enabling real-time molecular monitoring through the analysis of circulating tumor DNA (ctDNA) and other blood-based biomarkers. This review examines the current evidence supporting liquid biopsy applications in NF1 management, including early detection of MPNST, discrimination between benign and malignant lesions, mutational profiling for therapeutic targeting, and disease monitoring before and during treatment. We also discuss the current evidence on fragmentomics, methylomics and driver mutation profiling as tools to distinguish PNs from MPNSTs. Recent evidence suggests that liquid biopsy may help detect molecular changes associated with malignant transformation before clear clinical signs emerge, potentially opening an important window for intervention and supporting a shift towards a more molecularly informed surveillance model. Finally, this review considers the possible extension of liquid biopsy to other tumor types, including

Indexed as

circulating tumor DNA (ctDNA)early detectionfragmentomicsliquid biopsymalignant peripheral nerve sheath tumor (MPNST)methylomicsneurofibromatosis type 1 (NF1)precision medicine

Identifiers

PMID42449844
PMCPMC13360066

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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.