Evidence map›Paper›PMID 42371195›Full record

ArticleJournal of neuro-oncology2026

A label-free nanoplasmonic biosensor for intraoperative discrimination of tumor margins in brain metastases surgery.

Víctor García-Milán, Laura Bauluz Olmedo, Sara Marcos, Ruth Lau, Rubén Martín-Láez, Javier Chicote, María Luisa Díaz Fernández, Dennis Céspedes, Dolores Ortiz, Fernando Moreno and 3 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of neuro-oncology, 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

13 authors.

Víctor García-Milán *Department of Neurosurgery, Hospital General Universitario de Elche, Elche, Spain.ORCID http://orcid.org/0000-0002-2173-7226
Laura Bauluz Olmedo *Instituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain.
Sara Marcos *Servicio de Anatomía Patológica, Hospital Universitario Marqués de Valdecilla, Santander, Spain.
Ruth LauDepartment of Neurosurgery, Hospital Univeristari Joan XXIII, Tarragona, Spain.
Rubén Martín-LáezInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain.
Javier ChicoteDepartment of Pathological Anatomy, Hospital Universitari Joan XXIII, Tarragona, Spain.
María Luisa Díaz FernándezDepartment of Pathological Anatomy, Hospital Universitari Joan XXIII, Tarragona, Spain.
Dennis CéspedesDepartment of Neurosurgery, Hospital Univeristari Joan XXIII, Tarragona, Spain.
Dolores OrtizInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain.
Fernando MorenoInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain.
José L Fernández-LunaInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain.
Alfredo FrancoInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain. alfredo.franco@unican.es.
Carlos VelásquezInstituto de Investigación Marqués de Valdecilla (IDIVAL), Santander, Spain. carlosjose.velasquez@scsalud.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBrain metastases have traditionally been considered well-demarcated lesions; however, increasing evidence demonstrates frequent microscopic infiltration of the surrounding brain parenchyma, with relevant prognostic implications, despite current intraoperative tools. The aim of this study was to evaluate the feasibility and diagnostic performance of a label-free nanoplasmonic biosensor for intraoperative discrimination between tumor tissue and peritumoral brain in brain metastases surgery.

methodsA prospective multicenter study was conducted in patients undergoing surgical resection of brain metastases. Paired tumor and adjacent peritumoral tissue samples were collected intraoperatively following a standardized protocol across participating centers. Samples were analyzed ex vivo using a plasmonic nanostructured biosensor, which detects tissue-specific refractive index differences. Histopathological examination served as the reference standard. Paired comparisons were performed using the Wilcoxon signed-rank test, and diagnostic performance was assessed using receiver operating characteristic analysis.

resultsTwenty paired tumor and peritumoral samples from a consecutive series of 20 patients were analyzed. Refractive index values were significantly higher in tumor tissue compared with peritumoral brain (p = 0.0008). In 85% of cases, tumor samples showed higher refractive index values than their paired peritumoral counterparts. Using the optimal cut-off value, sensitivity was 76% and specificity was 68%.

conclusionTumor and peritumoral brain tissue can be discriminated through the measurement of intrinsic biophysical properties with a label-free nanoplasmonic biosensor, supporting its potential role as an objective intraoperative tool for margin assessment without the need of exogenous agents.

Indexed as

Biosensing TechniquesBrain NeoplasmsMargins of ExcisionAgedFeasibility StudiesFemaleHumansMaleMiddle AgedProspective StudiesBrain metastasesImage-guided SurgeryNeurosurgical procedures.PlasmonicsTumor microenvironment

Identifiers

PMID42371195
PMCPMC13315513

What Socratic holds

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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 Socratic graph.