Four unique gene fusions (KMT2A-MLLT1, KMT2A-MLLT3, NUP-98-NSD1, and the reciprocal NSD1-NUP98) were identified in the primary AML samples and PDX samples. This evidence concerns the gene NSD1 and acute myeloid leukemia.