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ORIGINAL RESEARCH article

Front. Cell Dev. Biol.

Sec. Cancer Cell Biology

This article is part of the Research TopicMetabolic Crossroads: Decoding the Immune-Tumor Interface for Therapeutic BreakthroughsView all articles

Detection of Circulating Hybrid Cells and Circulating Tumor Cells in Cerebrospinal Fluid for Leptomeningeal metastasis Diagnosis and Therapeutic prediction

Provisionally accepted
Yanting  LiuYanting Liu1*Jiaxin  LiangJiaxin Liang2Min  ZhangMin Zhang1Nianhua  CaoNianhua Cao3Jie  XueJie Xue1Xiaodi  ZhangXiaodi Zhang2YongXu  JiaYongXu Jia4Zhiwei  ChangZhiwei Chang4Guodong  ZhangGuodong Zhang2Yan  LiYan Li1Hongyan  HuiHongyan Hui1Ruijuan  FanRuijuan Fan1Kelei  ZhaoKelei Zhao1Zongbin  LiuZongbin Liu5Guifang  ZhangGuifang Zhang2LU  PINGLU PING1Yinghua  JiYinghua Ji1
  • 1The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
  • 2Xinxiang Central Hospital, Xinxiang, China
  • 3Shenzhen Zigzag Biotechnology Co., Ltd., Shenzhen, China
  • 4The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
  • 5Shenzhen Zigzag Biotechnology Co., Ltd, Shenzhen, China

The final, formatted version of the article will be published soon.

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. Conclusions: 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.

Keywords: Leptomeningeal metastasis1, diagnosis2, Cerebrospinal fluid3, Circulating tumor cells4, Circulating hybrid cells5

Received: 30 Sep 2025; Accepted: 17 Nov 2025.

Copyright: © 2025 Liu, Liang, Zhang, Cao, Xue, Zhang, Jia, Chang, Zhang, Li, Hui, Fan, Zhao, Liu, Zhang, PING and Ji. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Yanting Liu, dr.yantingliu@foxmail.com

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