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Level of neo-epitope predecessor and mutation type determine T cell activation of MHC binding peptides.

Hanan BesserSharon YungerEfrat Merhavi-ShohamCyrille J CohenYoram Louzoun
Published in: Journal for immunotherapy of cancer (2019)
The classifier properties further highlight the contribution of the quantity of peptides reaching the ER and the mutation type to CD8 + T cell responses. These classifiers were then validated on neo-antigens obtained from other datasets, confirming the validity of our prediction. Algorithm Availability: http://peptibase.cs.biu.ac.il/Tcell_predictor/ or by request from the authors as a standalone code.
Keyphrases
  • machine learning
  • dendritic cells
  • estrogen receptor
  • breast cancer cells