bioRxivCancer BiologyPreprint
Single-cell RNA-sequencing of cerebral spinal fluid identifies circulating tumour cells in children with brain cancer
Chelsea MayohiD, Wenyan LiiD, Mojgan Toumari, Sajad Razavi BazaziD, Anne‐Lise GérardiD, Aileen Lowe, Paulette BarahonaiD, Loretta MS LauiD, Jordan Staunton, Erica E. Jacobson, Sumanth NagabushaniD, Neevika ManoharaniD, Ruth A. MitchelliD, Faustine Ong, Marie WongiD, Paul G. EkertiD, Vanessa J. TyrrelliD, Michelle HaberiD, David Simon ZiegleriD, Mark J. CowleyiD, Marion K. MateosiD, Robert SalomoniD
Abstract
Paediatric central nervous system (CNS) tumours are the leading cause of cancer-related death in children, yet disease monitoring remains challenging. Conventional approaches, including imaging and cytology, lack sensitivity, delaying intervention. Liquid biopsy offers a minimally invasive alternative, but the utility of circulating tumour cells (CTCs) in paediatric CNS tumours as biomarkers is poorly defined. We developed a CTC detection and characterisation workflow from cerebrospinal fluid (CSF) utilising single-cell RNA-sequencing (scRNA-seq) and applied this to ten CNS tumour subtypes in 16 patients. CTCs were identified in all cases, with higher burdens in pineoblastoma, medulloblastoma and atypical teratoid rhabdoid tumours. Longitudinal profiling revealed CTC dynamics correlated with clinical disease course and anticipated relapse. Critically, scRNA-seq uncovered a sub-clonal canonical driver alteration at diagnosis that only became detectable by bulk RNA-seq at progression, underscoring its potential to resolve clonal dynamics. This workflow enables real-time molecular profiling, offering a transformative strategy for disease monitoring and personalised therapy in paediatric brain tumours.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: clustering
- research focus: trajectory inference
- approach: experimental assay
- Citations
- 0
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