ArticleFrontiers in oncology2022
Cerebrospinal Fluid Cell-Free DNA-Based Detection of High Level of Genomic Instability Is Associated With Poor Prognosis in NSCLC Patients With Leptomeningeal Metastases.
Article in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.
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Who cites it
21 citing papers in PubMed, 2 syntheses or guidelines pooled it, 24 citations in OpenAlex.
- Cerebrospinal fluid ctDNA as a prognostic and disease-activity biomarker in leptomeningeal metastases: systematic review, meta-analysis, and implications for CSF-guided care.Journal of neuro-oncology · 2026Pooled it
- Pooled it
- Development of Diagnostic Models and Biomarker Identification for Type 1 Leptomeningeal Metastasis in Lung Adenocarcinoma Using Olink: Exploratory Cohort Study with Internal Temporal Validation.Molecular diagnosis & therapy · 2026Article
- Multi-omic cell free DNA profiles of cerebral spinal fluid from lung cancer metastasis to the brain.NAR cancer · 2026Article
- Review
- Variant Allelic Frequency to Track Therapy Response and Evaluate Leptomeningeal Disease in Metastatic Central Nervous System Cancers.Diagnostics (Basel, Switzerland) · 2026Article
- The Clinical Utility of Cell-Free DNA in Brain Tumor Management: A Comprehensive Review.Journal of molecular neuroscience : MN · 2025Review
- Demonstrating the clinical utility of genomic profiling using cerebrospinal fluid to inform management of central nervous system tumors - a meta analysis of the literature.The journal of liquid biopsy · 2025Review
- Nanopore-based cell-free DNA fragmentation and methylation profiles from the cerebral spinal fluid of patients with lung cancer brain metastases.bioRxiv : the preprint server for biology · 2025Article
- Chinese Expert Consensus on Leptomeningeal Metastases of Lung Cancer.Thoracic cancer · 2025Article
- Tumor microenvironment and drug resistance in lung adenocarcinoma: molecular mechanisms, prognostic implications, and therapeutic strategies.Discover oncology · 2025Article
- Leptomeningeal metastatic disease: new frontiers and future directions.Nature reviews. Clinical oncology · 2025Review
- Quantification of cerebrospinal fluid tumor DNA in lung cancer patients with suspected leptomeningeal carcinomatosis.NPJ precision oncology · 2024Article
- [Advances in Clinical Application of Cerebrospinal Fluid Circulating Tumor DNA in Leptomeningeal Metastasis of Non-small Cell Lung Cancer].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2024Review
- Clinical applications of cerebrospinal fluid liquid biopsies in central nervous system tumors.Translational oncology · 2024Article
- Treatment of brain metastases from non-small cell lung cancer: preclinical, clinical, and translational research.Frontiers in oncology · 2024Review
- Emerging therapeutics and evolving assessment criteria for intracranial metastases in patients with oncogene-driven non-small-cell lung cancer.Nature reviews. Clinical oncology · 2023Review
- Can Liquid Biopsy Based on ctDNA/cfDNA Replace Tissue Biopsy for the Precision Treatment of EGFR-Mutated NSCLC?Journal of clinical medicine · 2023Review
- Cerebrospinal fluid ctDNA testing shows an advantage over plasma ctDNA testing in advanced non-small cell lung cancer patients with brain metastases.Frontiers in oncology · 2023Article
- Emerging frontiers of cell-free DNA fragmentomics.Extracellular vesicles and circulating nucleic acids · 2022Review
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Authors and funding
9 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Leptomeningeal metastasis (LM) commonly occurs in non-small cell lung cancer (NSCLC) patients and has a poor prognosis. Due to limited access to leptomeningeal lesions, the genetic characteristics of LM have not been explored to date. Cerebrospinal fluid (CSF) may be the most representative liquid biopsy medium to obtain genomic information from LM in NSCLC. Methods: CSF biopsies and matched peripheral blood biopsies were collected from 33 NSCLC patients with LM. We profiled genetic alterations from LM by comparing CSF cell-free DNA (cfDNA) with plasma cfDNA. Somatic mutations were examined using targeted sequencing. Genomic instability was analyzed by low-coverage whole-genome sequencing (WGS). Results: Driver mutations were detected in 100% of CSF cfDNA with much higher variant allele frequency than that in matched plasma cfDNA (57.5%). Furthermore, we found that the proportions of CSF cfDNA fragments below 150 bp were significantly higher than those in plasma cfDNA. These findings indicate enrichment of circulating tumor DNA (ctDNA) in CSF and explain the high sensitivity of mutation detection in the CSF. The absence of some mutations in CSF cfDNA-especially the first-/second-generation mutation T790M, which confers resistance to epidermal growth factor receptor (EGFR)-Tyrosine kinase inhibitors (TKIs)-that were present in plasma cfDNA samples indicates different mechanisms of cancer evolution between LM and extracranial lesions. In addition, 86.6% of CSF ctDNA samples revealed high levels of genomic instability compared with 2.5% in plasma cfDNA samples. A higher number of large-scale state transitions (LSTs) in CSF cfDNA were associated with a shorter overall survival (OS). Conclusion: Our results suggest that LM and extracranial lesions develop independently. Both CSF cfDNA genetic profiling and plasma cfDNA genetic profiling are necessary for clinical decision-making for NSCLC patients with LM. Through CSF-based low-coverage WGS, a high level of LSTs was identified as a potential biomarker of poor prognosis.
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