Here we reported rare fusion genes ZNF717-ZNF37A, ZNF273-DGKA, and ZDHHC2-TTTY15 in a 47-year-old AML-M4 patient with FLT3 internal tandem duplication (ITD) discovered by whole genome sequencing (WGS) using the patient’s healthy sibling as a sequencing control. The gene discussed is ZNF37A; the disease is acute myeloid leukemia.