TY - JOUR
T1 - Evaluating cell culture reliability in pediatric brain tumor primary cells through DNA methylation profiling
AU - Pedace, L.
AU - Pizzi, S.
AU - Abballe, L.
AU - Vinci, M.
AU - Antonacci, C.
AU - Patrizi, S.
AU - Nardini, C.
AU - Del, Bufalo F.
AU - Rossi, S.
AU - Pericoli, G.
AU - Gianno, F.
AU - Besharat, Z. M.
AU - Tiberi, L.
AU - Mastronuzzi, Angela
AU - Ferretti, E.
AU - Tartaglia, M.
AU - Locatelli, Franco
AU - Ciolfi, A.
AU - Miele, E.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - brain tumors
KW - brain tumors
UR - https://publicatt.unicatt.it/handle/10807/328040
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85190666795&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85190666795&origin=inward
U2 - 10.1038/s41698-024-00578-x
DO - 10.1038/s41698-024-00578-x
M3 - Article
SN - 2397-768X
VL - 8
SP - 1
EP - 13
JO - npj Precision Oncology
JF - npj Precision Oncology
IS - 1
ER -