Evidence map›Paper›PMID 41403698›Full record

ArticleFrontiers in cell and developmental biology2025

Detection of circulating hybrid cells and circulating tumor cells in cerebrospinal fluid for leptomeningeal metastasis diagnosis and therapeutic prediction.

Yanting Liu, Jiaxin Liang, Min Zhang, Nianhua Cao, Jie Xue, Xiaodi Zhang, YongXu Jia, Zhiwei Chang, Guodong Zhang, Yan Li and 7 more

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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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

17 authors.

Yanting Liu *Department of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Jiaxin Liang *Department of Oncology, Xinxiang Central Hospital, The Fourth Clinical College of Xinxiang Medical University, Xinxiang, Henan, China.
Min Zhang *Department of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Nianhua Cao *Shenzhen Zigzag Biotechnology Co., Ltd., Shenzhen, China.
Jie XueDepartment of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Xiaodi ZhangDepartment of Oncology, Xinxiang Central Hospital, The Fourth Clinical College of Xinxiang Medical University, Xinxiang, Henan, China.
YongXu JiaDepartment of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Zhiwei ChangDepartment of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
Guodong ZhangDepartment of Oncology, Xinxiang Central Hospital, The Fourth Clinical College of Xinxiang Medical University, Xinxiang, Henan, China.
Yan LiHuaxian Hospital of The First Affiliated Hospital of Xinxiang Medical University, Huaxian, Henan, China.
Hongyan HuiDepartment of Clinical Pharmacy, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Ruijuan FanDepartment of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Kelei ZhaoDepartment of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Zongbin LiuShenzhen Zigzag Biotechnology Co., Ltd., Shenzhen, China.
Guifang ZhangDepartment of Oncology, Xinxiang Central Hospital, The Fourth Clinical College of Xinxiang Medical University, Xinxiang, Henan, China.
Ping LuDepartment of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.
Yinghua JiDepartment of Oncology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Leptomeningeal metastasis (LM) represents a serious complication of advanced malignancies with poor prognosis. Conventional diagnostic approaches, such as MRI and cerebrospinal fluid (CSF) cytology lack sufficient sensitivity-particularly in early-stage disease or when imaging modalities are inconclusive. This study explores the diagnostic utility of circulating tumor cells (CTCs) and circulating hybrid cells (CHCs) in CSF for LM detection. Methods: A cascaded filter deterministic lateral displacement microfluidic chip was utilized to enrich CTCs and CHCs from the CSF of 27 patients with LM and 22 individuals with non-neoplastic neurological conditions. Identification of CSF-derived CTCs and CHCs was based on immunofluorescence staining combined with characteristic neoplastic morphology. Results: The detection frequency and absolute counts of CTCs and CHCs were markedly elevated in LM patients compared to non-LM controls (p < 0.0001). A positive correlation was observed between CTC and CHC levels (rs = 0.8406, p < 0.0001). ROC analysis revealed robust diagnostic performance, with AUC values of 0.8727 for CTCs, 0.8600 for CHCs, and 0.9545 for CK-positive cells (a composite of CTCs and CHCs). Importantly, in two LM cases where MRI and cytology failed to provide diagnostic confirmation, CSF-CTC and CHC analyses successfully identified significant cell counts. Conclusion: CSF-CTCs and CHCs represent promising biomarkers for LM diagnosis and therapeutic prediction with high sensitivity and specificity, complementing traditional MRI and cytology diagnostic approaches. These findings highlight their potential clinical utility and underscore the need for further studies to explore CHC formation mechanisms and their implications in LM pathogenesis and treatment strategies.

Indexed as

cerebrospinal fluidcirculating hybrid cellscirculating tumor cellsdiagnosisleptomeningeal metastasis

Identifiers

PMID41403698
PMCPMC12702966

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