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Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling.

Authors :
Pedace, Lucia
Pizzi, Simone
Abballe, Luana
Vinci, Maria
Antonacci, Celeste
Patrizi, Sara
Nardini, Claudia
Del Bufalo, Francesca
Rossi, Sabrina
Pericoli, Giulia
Gianno, Francesca
Besharat, Zein Mersini
Tiberi, Luca
Mastronuzzi, Angela
Ferretti, Elisabetta
Tartaglia, Marco
Locatelli, Franco
Ciolfi, Andrea
Miele, Evelina
Source :
NPJ Precision Oncology; 4/18/2024, Vol. 8 Issue 1, p1-13, 13p
Publication Year :
2024

Abstract

In vitro models of pediatric brain tumors (pBT) are instrumental for better understanding the mechanisms contributing to oncogenesis and testing new therapies; thus, ideally, they should recapitulate the original tumor. We applied DNA methylation (DNAm) and copy number variation (CNV) profiling to characterize 241 pBT samples, including 155 tumors and 86 pBT-derived cell cultures, considering serum vs serum-free conditions, late vs early passages, and dimensionality (2D vs 3D cultures). We performed a t-SNE classification and identified differentially methylated regions in tumors compared to cell models. Early cell cultures recapitulate the original tumor, but serum media and 2D culturing were demonstrated to significantly contribute to the divergence of DNAm profiles from the parental ones. All divergent cells clustered together acquiring a common deregulated epigenetic signature suggesting a shared selective pressure. We identified a set of hypomethylated genes shared among unfaithful cells converging on response to growth factors and migration pathways, such as signaling cascade activation, tissue organization, and cellular migration. In conclusion, DNAm and CNV are informative tools that should be used to assess the recapitulation of pBT-cells from parental tumors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2397768X
Volume :
8
Issue :
1
Database :
Complementary Index
Journal :
NPJ Precision Oncology
Publication Type :
Academic Journal
Accession number :
176726818
Full Text :
https://doi.org/10.1038/s41698-024-00578-x