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.

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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

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article

Genome-wide cfDNA fragmentation patterns in cerebrospinal fluid reflect medulloblastoma groups

Eirini Christodoulou, Venkata D. Yellapantula, Jennifer Cotter, Jianling Ji et al.
npj Precision Oncology
Cancer Genomics and Diagnostics
article

Genome-wide cfDNA fragmentation patterns in cerebrospinal fluid reflect medulloblastoma groups

Eirini Christodoulou, Venkata D. Yellapantula, Jennifer Cotter, Jianling Ji, Liya Xu, Alexander L Markowitz, Chetan Munugula
article en

Abstract

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.

npj Precision OncologyVol. 9(1)
University of Southern California (US), Children's Hospital of Los Angeles (US)
Childhood Eye Cancer Trust
Good health and well-being
Openalex Percentile: Top 74%
Cancer Genomics and Diagnostics
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Genome-wide cfDNA fragmentation patterns in cerebrospinal fluid reflect medulloblastoma groups — Eirini Christodoulou, Venkata D. Yellapantula, et al. · npj Precision Oncology (2025) | TGRS Research Map | TGRS