Here, we demonstrate that the single-sample gene set scoring method singscore9 can be used to classify TCGA AML samples using transcriptional ‘gene signatures’ for the NPM1c mutation,KMT2A (MLL) gene fusions, andPML-RARA gene fusions that were derived from independent studies. The gene discussed is KMT2A; the disease is acute myeloid leukemia.