Evidence map›Paper›PMID 41582380›Full record

ReviewAnti-cancer agents in medicinal chemistry2026

A Needle in a Haystack: The Precision of Liquid Biopsy in Finding Bone Tumors.

Anthony Nohra, Guy Awad, John Victor El Khoury, Marc Boutros

Abstract readReview
PubMed Publisher
In one paragraph

Review in Anti-cancer agents in medicinal chemistry, 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

4 authors.

Anthony NohraFaculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.ORCID 0000-0002-8140-8520
Guy AwadFaculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.ORCID 0009-0003-9902-7878
John Victor El KhouryFaculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.
Marc BoutrosFaculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.ORCID 0000-0003-1765-4222

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionBone tumors, especially in advanced stages, pose serious diagnostic and therapeutic challenges due to their aggressive nature and the invasiveness of traditional biopsy techniques. Liquid biopsy offers a promising, minimally invasive alternative by analyzing tumor-derived components from bodily fluids, such as circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), and extracellular vesicles (EVs). These biomarkers enable dynamic and precise disease monitoring.

objectiveThis review aimed to investigate the role of liquid biopsy in the diagnosis, prognosis, and treatment guidance of bone tumors, highlighting recent molecular advances and clinical findings.

methodsA structured narrative review was conducted using PubMed, covering studies published up to July 2024. Studies involving osteosarcoma, Ewing sarcoma, chondrosarcoma, and chordoma were included, focusing on the clinical implications of CTCs, ctDNA, and EVs from plasma, serum, and other fluids.

resultsLiquid biopsy technologies demonstrated high diagnostic accuracy in bone tumors. In osteosarcoma, CTC detection using qRT-PCR and FISH methods showed sensitivities up to 98.6% and was strongly associated with metastatic disease and recurrence risk. ctDNA profiling identified tumor-specific mutations, hypomethylation markers (e.g., IRX1), and early relapse indicators with up to 97.4% specificity. EV-associated biomarkers, particularly miRNAs, such as miR-25-3p and a 3-miRNA signature, distinguished tumor subtypes and predicted metastasis-free survival. Advanced techniques, like SERS and MALDI-TOF MS profiling of exosomes, achieved diagnostic accuracies near 100%. EV RNA sequencing revealed differential gene expression and fusion events linked to metastatic progression and long-term outcomes.

conclusionLiquid biopsy holds strong potential for transforming bone tumor care. Its clinical adoption depends on further validation through standardized methods and large-scale studies.

Indexed as

Bone NeoplasmsBiomarkers, TumorHumansLiquid BiopsyNeoplastic Cells, CirculatingBiomarkers, TumorBone cancerscancer diagnosiscancer prognosiscancer therapychondrosarcomaEwing sarcomaliquid biopsyosteosarcomatumor heterogeneity

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.