...treated with decitabine or azacitidine as a frontline therapy....diagnosis of AML (hazard ratio 2.915), and mutations in NRAS (hazard ratio 4.440) were identified as poor prognostic factors for survival....In conclusion, mutations in RAS pathway-related genes were predictors of a poor response to HMAs. Particularly, mutated NRAS was associated with inferior survival rates.