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

通过 DNA 甲基化分析评估儿童脑肿瘤原代细胞的细胞培养可靠性

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作者:Lucia Pedace #, Simone Pizzi #, Luana Abballe #, Maria Vinci, Celeste Antonacci, Sara Patrizi, Claudia Nardini, Francesca Del Bufalo, Sabrina Rossi, Giulia Pericoli, Francesca Gianno, Zein Mersini Besharat, Luca Tiberi, Angela Mastronuzzi, Elisabetta Ferretti, Marco Tartaglia, Franco Locatelli, Andr

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.

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