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The use of in vitro transcriptional data to identify thresholds of effects in a human lens epithelial cell-line exposed to ionizing radiation.

Vinita ChauhanAndrea Rowan-CarrollRémi GagnéByron KuoAndrew WilliamsCarole L Yauk
Published in: International journal of radiation biology (2018)
Overall, the results suggest that radiation induces complex non-linear transcriptional dose-response relationships that are dose-rate dependent. Pathways shared between the two dose rates may be important contributors to radiation-induced cataractogenesis. BMD analysis suggests that the majority of pathways are activated above 0.6 Gy, which supports current ICRP identified dose thresholds for deterministic effects to the lens of the eye of 0.5 Gy.
Keyphrases
  • radiation induced
  • gene expression
  • radiation therapy
  • endothelial cells
  • transcription factor
  • oxidative stress
  • machine learning
  • heat shock