Evidence map›Paper›PMID 40814421›Full record

ArticleNeuro-oncology practice2025

Evaluating liquid biopsy biomarkers for early detection of brain metastasis: A systematic review.

Jinyue Yu, Craig Paterson, Phillippa Davies, Jennifer C Palmer, Julian P T Higgins, Kathreena M Kurian

Abstract read
In one paragraph

Article in Neuro-oncology practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
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

6 authors.

Jinyue YuCancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK.ORCID https://orcid.org/0000-0001-5182-3232
Craig PatersonCancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK.
Phillippa DaviesCancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK.
Jennifer C PalmerCancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK.
Julian P T HigginsCancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK.
Kathreena M KurianBrain Tumour Research Centre, Bristol Medical School, University of Bristol, Bristol, UK.ORCID https://orcid.org/0000-0001-8161-1302

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Brain metastases (BMs) are the most common intracranial malignancy in adults, contributing significantly to cancer-related morbidity and mortality. Early detection is critical for optimizing treatment and improving survival. This systematic review evaluates the diagnostic potential of liquid biopsy biomarkers for detecting BM from lung, breast, and other cancers. Methods: A comprehensive search was conducted in MEDLINE, Embase, and BIOSIS databases using keywords related to liquid biopsy, biomarkers, and BMs. Data on participant characteristics, diagnostic reference standards, types of biomarkers, primary cancer origins, and diagnostic outcomes were independently extracted. Diagnostic performance was evaluated using sensitivity, specificity, and area under the curve (AUC). Risk of bias was assessed using the QUADAS-2 tool. Results: Thirty-one studies involving 5676 participants were included, assessing biomarkers such as cfDNA, miRNAs, proteins (eg, neurofilament light [NfL], glial fibrillary acidic protein [GFAP], S100B), metabolomic profiles, and multi-marker models. NfL and GFAP emerged as the most promising biomarkers, demonstrating moderate to strong diagnostic performance across multiple cancer types. Multi-marker models combining NfL and GFAP achieved sensitivity and specificity exceeding 90%. S100B showed variable performance due to differences in study designs and thresholds. Emerging biomarkers like cfDNA and metabolomic profiles showed potential but require further validation. Conclusions: Liquid biopsy biomarkers, particularly NfL and GFAP, hold promise for non-invasive BM detection. Clinical utility may be in the initial cancer workup for localized tumor to prompt brain imaging. Future research is required to validate biomarkers in larger, diverse populations across different cancer types.

Indexed as

biomarkersbrain metastasisearly detectionliquid biopsysystematic review

Identifiers

PMID40814421
PMCPMC12349767

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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.