Our model demonstrated that neutrophilic dysplasia caused by asxl1 mutation is a foundation for the progression of myeloid malignancies, and illustrated a possible effect of the Asxl1-Bmi1a axis on regulating neutrophil development. Here, ASXL1 is linked to myeloid neoplasm.