By analyzing a potential correlation between spontaneous colony formation and molecular aberrations in primary cells from patients with CMML, we now provide data indicating that aberrations in the genes NRAS, CBL and EZH2 may be the molecular basis for this in vitro phenomenon. Here, EZH2 is linked to chronic myelomonocytic leukemia.