Evidence map›Paper›PMID 40491295›Full record

ArticleEuropean journal of neurology2025

Tumor Marker Test in Cerebrospinal Fluid for Leptomeningeal Metastasis Diagnosis and Response Assessment in Non-Small-Cell Lung Cancer.

Kaiyuan Huang, Haifeng He, Weili Jin, Xueling Liu, Yuxiang Weng, Danfang Yan, Yilei Zhao, Hanjin Yang, Renya Zhan, Qingsheng Xu and 1 more

Abstract read
In one paragraph

Article in European journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

11 authors.

Kaiyuan HuangDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Haifeng HeDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Weili JinThe Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Xueling LiuDepartment of Clinical Pharmacy, Zhejiang Provincial Key Laboratory for Drug Evaluation and Clinical Research, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yuxiang WengDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Danfang YanDepartment of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yilei ZhaoDepartment of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Hanjin YangDepartment of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Renya ZhanDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID 0000-0002-0619-6257
Qingsheng XuDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Qun ChenDepartment of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID 0009-0003-0791-0998

Funding

National Natural Science Foundation of China 82301455National Natural Science Foundation of China 82373130Zhejiang Provincial Natural Science Foundation of China LMS25H160020
6 · The paper itself

Abstract

backgroundsCurrent methods for diagnosis and disease monitoring for leptomeningeal metastasis (LM) face significant challenges, as they are relatively complex and lack the precision needed to detect subtle changes.

methodsWe conducted a retrospective study with the primary endpoint of assessing the diagnostic effectiveness of cerebrospinal fluid (CSF) tumor markers in LM patients with non-small-cell lung cancer (NSCLC). Secondary endpoints included evaluating the concordance with EANO-ESMO response assessment, determining optimal thresholds, and comparing costs against CSF ctDNA tests.

resultsWe retrospectively included 368 patients (151 LM patients, 219 non-LM patients) as the training set, and another 137 patients (63 LM patients, 74 non-LM patients) on a consecutive basis as the validation set. The CSF tumor marker panel using a logistic model showed the best performance both in the training set (AUC [95% CI] = 0.992 [0.984-1.000]) and the validation set (AUC [95% CI] = 0.939 [0.891-0.986]). In the response assessment, 167 events were evaluated, with 33 classified as response, 59 as stable, and 75 as progression. We found a concordance with EANO-ESMO response assessment, and a threshold of ± 25% of the maximal CSF tumor marker level change (maxTML) yielded the optimal predictive performance. Finally, the cost of the CSF tumor marker test (0.76%, IQR (0.30%-1.67%)) was significantly lower in a single hospitalization than CSF ctDNA (62.45%, IQR (32.62%-85.81%)).

conclusionOur study demonstrated that the CSF tumor marker test was an accurate, easily interpretable, and cheap tool for both diagnosis and monitoring therapeutic response in LM patients with NSCLC.

trial registrationChinese Clinical Trial Registry (ChiCTR) number: ChiCTR2300078556.

Indexed as

Biomarkers, TumorCarcinoma, Non-Small-Cell LungLung NeoplasmsMeningeal CarcinomatosisMeningeal NeoplasmsAdultAgedAged, 80 and overCirculating Tumor DNAFemaleHumansMaleMiddle AgedRetrospective StudiesBiomarkers, TumorCirculating Tumor DNACSF tumor marker testdiagnosisleptomeningeal metastasisnon‐small‐cell lung cancerresponse assessment

Identifiers

PMID40491295
PMCPMC12149602

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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.