Genome-wide cfDNA fragmentation patterns in cerebrospinal fluid reflect medulloblastoma groups
Identifying molecular groups in medulloblastoma currently requires invasive biopsies for accurate diagnosis. We analyzed cerebrospinal fluid cell-free DNA (cfDNA) fragmentation patterns in 122 samples as a minimally-invasive alternative. Our analysis confirmed established group-specific copy number alterations and identified distinct fragmentation patterns for each group. Our integrated meta-classifier achieved high accuracy (mean-AUC 0.94) in distinguishing the four molecular groups, demonstrating cfDNA fragmentomics' potential for improving diagnosis and personalized treatment strategies.
Authors
- Eirini Christodoulou (ORCID: https://orcid.org/0000-0003-4153-7974)
- Venkata D. Yellapantula (ORCID: https://orcid.org/0000-0003-1592-7741)
- Jennifer Cotter (ORCID: https://orcid.org/0000-0002-1420-3314)
- Jianling Ji (ORCID: https://orcid.org/0000-0003-4941-3538)
- Liya Xu (ORCID: https://orcid.org/0000-0002-5501-2039)
- Alexander L Markowitz (ORCID: https://orcid.org/0000-0002-6184-2733)
- Chetan Munugula
Institutions
- University of Southern California (US)
- Children's Hospital of Los Angeles (US)
Publication Details
- Journal
- npj Precision Oncology
- Published
- 2025-08-12
- DOI
- https://doi.org/10.1038/s41698-025-01067-5
- Primary Topic
- Cancer Genomics and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Childhood Eye Cancer Trust