Heterogeneity of radiation response in mesenchymal subtype glioblastoma: molecular profiling and reactive oxygen species generation.

Christopher P CifarelliAngelica JacquesAndrey Bobko

Published in: Journal of neuro-oncology (2021)

Despite the same molecular classification, distinct GBM cell lines can demonstrate differential response to radiation and potential for mesenchymal shift associated with radiation resistance.

Keyphrases

reactive oxygen species
stem cells
bone marrow
single cell
radiation induced
machine learning
deep learning
risk assessment
climate change
human health