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.

Pedace, L., Pizzi, S., Abballe, L., Vinci, M., Antonacci, C., Patrizi, S., Nardini, C., Del Bufalo, F., Rossi, S., Pericoli, G., Gianno, F., Besharat, Z. M., Tiberi, L., Mastronuzzi, A., Ferretti, E., Tartaglia, M., Locatelli, F., Ciolfi, A., Miele, E., Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling, <<NPJ PRECISION ONCOLOGY>>, 2024; 8 (1): 1-13. [doi:10.1038/s41698-024-00578-x] [https://hdl.handle.net/10807/328040]

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

Mastronuzzi, Angela
Validation
;
Locatelli, Franco
Supervision
;
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
Inglese
Pedace, L., Pizzi, S., Abballe, L., Vinci, M., Antonacci, C., Patrizi, S., Nardini, C., Del Bufalo, F., Rossi, S., Pericoli, G., Gianno, F., Besharat, Z. M., Tiberi, L., Mastronuzzi, A., Ferretti, E., Tartaglia, M., Locatelli, F., Ciolfi, A., Miele, E., Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling, <<NPJ PRECISION ONCOLOGY>>, 2024; 8 (1): 1-13. [doi:10.1038/s41698-024-00578-x] [https://hdl.handle.net/10807/328040]
File in questo prodotto:
File Dimensione Formato  
unpaywall-bitstream-325924929.pdf

accesso aperto

Tipologia file ?: Versione Editoriale (PDF)
Licenza: Creative commons
Dimensione 2.99 MB
Formato Adobe PDF
2.99 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10807/328040
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? ND
social impact