Evidence map›Paper›PMID 42484930›Full record

SynthesisClinical & experimental metastasis2026

Systematic review of extracellular vesicle-based liquid biopsy for leptomeningeal metastasis: current evidence and future directions.

Shrinit Babel, Suman Baral, Syed R H Peeran, Gandham E Jonathan

Abstract readSystematic Review
In one paragraph

Synthesis in Clinical & experimental metastasis, 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.

Shrinit BabelUniversity of South Florida Morsani College of Medicine, Tampa, FL, USA. shrinitbabel@usf.edu.
Suman BaralMediplus Hospital and Trauma Center Department of Surgery, Pokhara, Nepal.
Syed R H PeeranChristian Medical College Department of Neurosurgery, Vellore, TN, India.
Gandham E JonathanChristian Medical College Department of Neurosurgery, Vellore, TN, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Leptomeningeal Metastasis (LM) is a catastrophic complication of systemic malignancies with poor prognosis and significant diagnostic challenges. Extracellular vesicle (EV)-based liquid biopsy is an emerging technology that may improve the detection, prognosis, and therapeutic monitoring for LM. This systematic review aims to critically appraise and synthesize existing evidence on the use of EV-derived biomarkers from cerebrospinal fluid (CSF) or serum for the diagnosis, prognosis, and therapeutic monitoring of LM. A systematic search of PubMed, ScienceDirect, Semantic Scholar, and Google Scholar was conducted up to January 2025. Eligible studies evaluated EV-associated molecular biomarkers (microRNAs or proteins) in LM patients using CSF or serum samples. Data extraction included study design, sample source, EV isolation method, biomarker type, validation method, and diagnostic/prognostic relevance. Risk of bias was assessed using QUADAS-2. Ten studies met inclusion criteria, encompassing EV miRNA and proteomic profiling in LM, primarily from non-small cell lung cancer (NSCLC) and medulloblastoma. miR-21 consistently correlated with poor prognosis and therapy resistance. Novel candidates such as miR-183-5p demonstrated high diagnostic accuracy (AUC 1.0 in a discovery cohort), targeting PTEN pathways. EV-derived proteins including fibronectin-1 (FN1), transketolase (TKT), and complement C2 also showed strong discriminative potential. Heterogeneity in EV isolation techniques and small sample sizes limited meta-analysis feasibility. EV-based liquid biopsy holds cautious promise as a minimally invasive tool for LM diagnosis, prognosis, and therapeutic monitoring. Larger, multicenter studies with standardized protocols are required to validate these findings and facilitate clinical translation.

Indexed as

Biomarkers, TumorExtracellular VesiclesMeningeal NeoplasmsHumansLiquid BiopsyMicroRNAsPrognosisBiomarkers, TumorMicroRNAsExosomesExtracellular vesiclesLeptomeningeal metastasisLiquid biopsymicroRNA

Identifiers

PMID42484930
PMCPMC13391725

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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.