Serial monitoring of cerebrospinal fluid in patients with leptomeningeal metastases in lung cancer via the Ommaya reservoir as a predictive indicator of therapeutic efficacy and clinical prognosis

Leptomeningeal metastasis (LM) is a severe neurological complication in patients with lung adenocarcinoma (LUAD), typically indicating terminal stage and poor survival. Optimal treatments for patients with LM-LUAD rely on accurately predicting treatment efficacy and dynamically adjusting regimens. Here, we collected 301 cerebrospinal fluid (CSF) samples from 125 patients with LM-LUAD via the Ommaya reservoir at baseline and during the treatment course to systematically explore the clinical significance of CSF circulating tumor DNA (ctDNA). At baseline, the positive detection rate of CSF ctDNA (99.2%) was significantly higher than that of plasma ctDNA (57.6%). By evaluating the association between varying magnitudes of ctDNA dynamic changes and clinical responses at each time interval during the treatment, we discovered that when the change in ctDNA reached 20%, the consistency with clinical assessment could exceed 90%. Moreover, we further analyzed the significance of different values of CSF ctDNA mutation frequencies at baseline and various time points, as well as the trends of ctDNA changes relative to the baseline levels, in predicting patient prognosis. Accordingly, we constructed a CSF ctDNA-based prognostic map and developed a multi-feature model that exhibited outstanding performance in predicting and assessing the clinical responses of patients. To the best of our knowledge, this work represents the most systematic large-scale study on CSF ctDNA-based dynamic monitoring of patients with LM-LUAD, which is of great significance for guiding clinical treatments to extend patient lives.

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Publication Details

Journal
npj Precision Oncology
Published
2025-12-14
DOI
https://doi.org/10.1038/s41698-025-01218-8
Citations
1
Primary Topic
Lung Cancer Research Studies
Type
article
Field-Weighted Citation Impact
1.05

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article

Serial monitoring of cerebrospinal fluid in patients with leptomeningeal metastases in lung cancer via the Ommaya reservoir as a predictive indicator of therapeutic efficacy and clinical prognosis

Shencun Fang, Naimeng Yan, Hehui Fang, Shujin Li et al.
1 citations
npj Precision Oncology
Lung Cancer Research Studies
1.05
article

Serial monitoring of cerebrospinal fluid in patients with leptomeningeal metastases in lung cancer via the Ommaya reservoir as a predictive indicator of therapeutic efficacy and clinical prognosis

Shencun Fang, Naimeng Yan, Hehui Fang, Shujin Li, Xiaoyue Wang, Na Liu, Wanwan Cheng, Shu Xu, Haitao Luo, Chuanyong Yu, Ting Xu, Yong Liu
article en
1 citations

Abstract

Leptomeningeal metastasis (LM) is a severe neurological complication in patients with lung adenocarcinoma (LUAD), typically indicating terminal stage and poor survival. Optimal treatments for patients with LM-LUAD rely on accurately predicting treatment efficacy and dynamically adjusting regimens. Here, we collected 301 cerebrospinal fluid (CSF) samples from 125 patients with LM-LUAD via the Ommaya reservoir at baseline and during the treatment course to systematically explore the clinical significance of CSF circulating tumor DNA (ctDNA). At baseline, the positive detection rate of CSF ctDNA (99.2%) was significantly higher than that of plasma ctDNA (57.6%). By evaluating the association between varying magnitudes of ctDNA dynamic changes and clinical responses at each time interval during the treatment, we discovered that when the change in ctDNA reached 20%, the consistency with clinical assessment could exceed 90%. Moreover, we further analyzed the significance of different values of CSF ctDNA mutation frequencies at baseline and various time points, as well as the trends of ctDNA changes relative to the baseline levels, in predicting patient prognosis. Accordingly, we constructed a CSF ctDNA-based prognostic map and developed a multi-feature model that exhibited outstanding performance in predicting and assessing the clinical responses of patients. To the best of our knowledge, this work represents the most systematic large-scale study on CSF ctDNA-based dynamic monitoring of patients with LM-LUAD, which is of great significance for guiding clinical treatments to extend patient lives.

npj Precision OncologyVol. 10(1)
Nanjing Brain Hospital (CN), Nanjing Chest Hospital (CN), Precision Research (United States) (US), Nanjing Medical University (CN)
Government of Jiangsu Province
Openalex Percentile: Top 15%
Lung Cancer Research Studies
1.05
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