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DNA alteration-based classification of uveal melanoma gives better prognostic stratification than immune infiltration, which has a neutral effect in high-risk group.

Narasimhaiah DeeptiCatherine LegrandDiane DamotteRomain RemarkMarco MundaPatrick De PotterPierre G CoulieMiikka VikkulaCatherine Godfraind
Published in: Cancer medicine (2019)
High degree of immune cell infiltration occurs in a subset of uveal melanomas, is interferon-gamma-related, and associated with poor survival. It allows for two-tier stratification, which is prognostically less efficient than a three-tier one. The best prognostic stratification is by CNA model with three risk-groups where immune cell infiltration impacts only some subgroups.
Keyphrases
  • machine learning
  • dendritic cells
  • cell free
  • single molecule
  • drug induced