ArticleClinical epigenetics2024
Diagnosis of pediatric central nervous system tumors using methylation profiling of cfDNA from cerebrospinal fluid.
Article in Clinical epigenetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Diagnostic utility of liquid biopsies in pediatric brain tumors: a systematic review.Journal of neuro-oncology · 2026Pooled it
- Cerebrospinal fluid cell-free DNA sequencing in pediatric CNS tumors: towards liquid molecular neuropathology.Acta neuropathologica · 2026Review
- DNA Methylation Profiling in IDH-Mutant Gliomas: Biological Evolution, Molecular Grading and Clinical Implementation.Neuropathology and applied neurobiology · 2026Review
- Cerebrospinal Fluid in Pediatric Neuro-Oncology: Molecular Diagnosis, Disease Monitoring, and Clinical Translation.International journal of molecular sciences · 2026Review
- M-PACT leverages cell-free DNA methylomes to achieve robust classification of pediatric brain tumors.Nature cancer · 2026Article
- The Clinical Utility of Cell-Free DNA in Brain Tumor Management: A Comprehensive Review.Journal of molecular neuroscience : MN · 2025Review
- Liquid biopsy - a narrative review with an update on current US governmental clinical trials targeting immunotherapy.Future science OA · 2025Review
- Preanalytical variables and analytes in liquid biopsy approach for brain tumors: A comprehensive review and recommendations from the RANO Group and the Brain Liquid Biopsy Consortium.Neuro-oncology · 2025Review
- Cerebrospinal Fluid-Derived Small Extracellular Vesicles May Better Reflect Medulloblastoma Proteomes than Those from Blood Plasma.International journal of molecular sciences · 2025Article
- Elucidating the association between TLR-4 expression and the clinical course of glioblastoma leptomeningeal disease.British journal of cancer · 2025Article
- Epigenetic Profiling of Cell-Free DNA in Cerebrospinal Fluid: A Novel Biomarker Approach for Metabolic Brain Diseases.Life (Basel, Switzerland) · 2025Review
- Review
- Exploring neonatal brain tumors: a narrative review about epidemiology, classification, and management.Annals of medicine and surgery (2012) · 2025Review
- The Potential of cfDNA as Biomarker: Opportunities and Challenges for Neurodegenerative Diseases.Journal of molecular neuroscience : MN · 2025Review
- DNA methylation profiling from cerebrospinal fluid as a diagnostic tool for pineoblastoma.Acta neuropathologica communications · 2025Article
- Modernizing Neuro-Oncology: The Impact of Imaging, Liquid Biopsies, and AI on Diagnosis and Treatment.International journal of molecular sciences · 2025Review
- Therapy response monitoring in blood plasma from esophageal adenocarcinoma patients using cell-free DNA methylation profiling.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
11 authors.
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Abstract
Pediatric central nervous system tumors remain challenging to diagnose. Imaging approaches do not provide sufficient detail to discriminate between different tumor types, while the histopathological examination of tumor tissue shows high inter-observer variability. Recent studies have demonstrated the accurate classification of central nervous system tumors based on the DNA methylation profile of a tumor biopsy. However, a brain biopsy holds significant risk of bleeding and damaging the surrounding tissues. Liquid biopsy approaches analyzing circulating tumor DNA show high potential as an alternative and less invasive tool to study the DNA methylation pattern of tumors. Here, we explore the potential of classifying pediatric brain tumors based on methylation profiling of the circulating cell-free DNA (cfDNA) in cerebrospinal fluid (CSF). For this proof-of-concept study, we collected cerebrospinal fluid samples from 19 pediatric brain cancer patients via a ventricular drain placed for reasons of increased intracranial pressure. Analyses on the cfDNA showed high variability of cfDNA quantities across patients ranging from levels below the limit of quantification to 40 ng cfDNA per milliliter of CSF. Classification based on methylation profiling of cfDNA from CSF was correct for 7 out of 20 samples in our cohort. Accurate results were mostly observed in samples of high quality, more specifically those with limited high molecular weight DNA contamination. Interestingly, we show that centrifugation of the CSF prior to processing increases the fraction of fragmented cfDNA to high molecular weight DNA. In addition, classification was mostly correct for samples with high tumoral cfDNA fraction as estimated by computational deconvolution (> 40%). In summary, analysis of cfDNA in the CSF shows potential as a tool for diagnosing pediatric nervous system tumors especially in patients with high levels of tumoral cfDNA in the CSF. Further optimization of the collection procedure, experimental workflow and bioinformatic approach is required to also allow classification for patients with low tumoral fractions in the CSF.
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