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.

Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling / 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. - In: NPJ PRECISION ONCOLOGY. - ISSN 2397-768X. - 8:1(2024). [10.1038/s41698-024-00578-x]

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

Pedace, Lucia;Pizzi, Simone;Abballe, Luana;Gianno, Francesca;Besharat, Zein Mersini;Mastronuzzi, Angela;Ferretti, Elisabetta;Ciolfi, Andrea;Miele, Evelina
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.
2024
Cancer models; CNS cancer
01 Pubblicazione su rivista::01a Articolo in rivista
Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling / 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. - In: NPJ PRECISION ONCOLOGY. - ISSN 2397-768X. - 8:1(2024). [10.1038/s41698-024-00578-x]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1710189
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