Here, we identify DCAF15 as a critical factor for cell proliferation in AML and unravel its role in controlling cohesin acetylation and dynamics on DNA via promoting PDS5A/CDCA5 protein clearance at the cohesin complex. This evidence concerns the gene DCAF15 and acute myeloid leukemia.