About 20% of SCID-Rasa3−/− mice develop a preleukemia characterized by a massive infiltration of bone marrow and spleen with CD117+ Sca-1+ CD38+ cells, a phenotype very similar to acute myeloid leukemia in man. Here, CD38 is linked to myelodysplastic syndrome.